Research Spectrum | ZMT Research Portfolio

Topic	research outputs	Domain	Field	Keywords
Coral and Marine Ecosystems Studies Physical Sciences → Environmental Science → Ecology	789	3	Environmental Science	Coral Reefs Climate Change Marine Ecosystems Ocean Acidification Bleaching Marine Reserves Symbiotic Dinoflagellates Coral Disease Marine Population Connectivity Coral Microbiome This cluster of papers focuses on the resilience of coral reef ecosystems to the impacts of climate change, including ocean acidification, bleaching, and disease. It explores the role of marine reserves, symbiotic dinoflagellates, and population connectivity in maintaining the health and biodiversity of coral reefs. The cluster also addresses the importance of the coral microbiome and the potential effects of nutrient pollution on coral reef ecosystems.
Marine and fisheries research Physical Sciences → Environmental Science → Global and Planetary Change	496	3	Environmental Science	Climate Change Marine Fisheries Ecosystem Management Fish Population Dynamics Oceanic Ecosystems Fisheries Sustainability Trophic Cascades Global Fish Production Estuarine Habitats Otolith Chemistry This cluster of papers focuses on the impacts of climate change on marine fisheries, including topics such as fish population dynamics, trophic cascades, ecosystem management, and the sustainability of global fish production. It also explores the influence of climate change on estuarine habitats and the use of otolith chemistry in understanding fish life cycles.
Marine and coastal plant biology Physical Sciences → Earth and Planetary Sciences → Oceanography	345	3	Earth and Planetary Sciences	Seagrasses Kelp Forests Marine Biodiversity Ocean Acidification Ecosystem Resilience Coastal Protection Macroalgae Climate Change Impacts Benthic Communities Global Seaweed Distribution This cluster of papers focuses on the ecological dynamics of marine environments, with a particular emphasis on seagrasses, kelp forests, and macroalgae. It explores the impacts of climate change, ocean acidification, and human activities on marine biodiversity and ecosystem resilience. Additionally, it addresses the role of marine vegetation in coastal protection and the global distribution patterns of seaweed.
Coastal wetland ecosystem dynamics Physical Sciences → Environmental Science → Ecology	312	3	Environmental Science	Mangrove Forests Coastal Protection Carbon Sequestration Sea-Level Rise Ecosystem Services Wetland Restoration Climate Change Tidal Wetlands Salt Marshes Global Carbon Budget This cluster of papers explores the importance of mangrove ecosystems in providing coastal protection, carbon sequestration, and various ecosystem services. It discusses the impact of sea-level rise, climate change, and human activities on mangrove forests, as well as the potential for wetland restoration. The research emphasizes the role of mangroves, tidal wetlands, and salt marshes in mitigating global carbon emissions and enhancing resilience to environmental changes.
Coastal and Marine Management Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	256	3	Environmental Science	Marine Spatial Planning Ecosystem-Based Management Integrated Coastal Management Ocean Governance Blue Economy Cumulative Impacts Stakeholder Engagement Coastal Zone Management Ecosystem Health Sustainable Development Goals This cluster of papers focuses on the importance of marine spatial planning and ecosystem-based management in achieving sustainable use of marine resources. It addresses topics such as integrated coastal management, ocean governance, the blue economy, cumulative impacts, stakeholder engagement, and the assessment of ecosystem health. The cluster emphasizes the need for a holistic approach to managing marine environments while considering the socioeconomic aspects and aligning with sustainable development goals.
Marine Bivalve and Aquaculture Studies Physical Sciences → Environmental Science → Global and Planetary Change	241	3	Environmental Science	Aquaculture Oyster Reefs Ecosystem Services Marine Environment Sustainability Bivalve Molluscs Food Security Environmental Impact Shellfish Farming Global Fisheries This cluster of papers explores the impact of aquaculture, particularly oyster farming, on marine ecosystems, food supply, and sustainability. It covers topics such as the role of aquaculture in global seafood production, environmental effects of shellfish farming, ecosystem services provided by oyster reefs, and the potential for integrating seaweed biofiltration in mariculture. The cluster also addresses issues related to food security, ecological engineering in aquaculture, and the influence of aquaculture on marine infectious diseases.
Marine Biology and Ecology Research Physical Sciences → Earth and Planetary Sciences → Oceanography	218	3	Earth and Planetary Sciences	Marine Biodiversity Ecosystem Functioning Deep-Sea Ecology Estuarine Quality Benthic Communities Taxonomic Diversity Hydrothermal Vents Biogeography Sediment Biodiversity Phylogenetic Relationships This cluster of papers focuses on marine biodiversity, ecosystem functioning, and the ecological dynamics of benthic communities in various marine environments, including deep-sea habitats, estuaries, and hydrothermal vents. It explores topics such as taxonomic diversity, biogeography, the impact of climate change on marine ecosystems, and the relationships between species richness and ecosystem functioning.
Marine and coastal ecosystems Physical Sciences → Earth and Planetary Sciences → Oceanography	212	3	Earth and Planetary Sciences	Dissolved Organic Matter Eutrophication Harmful Algal Blooms Oceanic Carbon Cycle Phytoplankton Global Warming Nutrient Limitation Biological Productivity Oceanic Oxygen Levels Climate Change This cluster of papers focuses on the complex interactions between marine biogeochemistry, ecosystem dynamics, and environmental factors such as eutrophication, harmful algal blooms, and climate change. It explores the role of dissolved organic matter, nutrient limitation, and phytoplankton in the oceanic carbon cycle and highlights the impact of global warming on biological productivity and oxygen levels in the oceans.
Geology and Paleoclimatology Research Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	169	3	Earth and Planetary Sciences	Climate Change Paleoclimatology Glacial Cycles Holocene Sea Level Monsoon Dynamics Greenhouse Warming Ice Core Records Solar Influence Atmospheric CO2 This cluster of papers encompasses research on climate change and paleoclimatology, including topics such as glacial cycles, Holocene climate variability, sea level fluctuations, monsoon dynamics, greenhouse warming, ice core records, solar influence on climate, and atmospheric CO2 concentrations over various timescales.
Isotope Analysis in Ecology Physical Sciences → Environmental Science → Ecology	129	3	Environmental Science	Stable Isotopes Trophic Position Food Web Isotope Analysis Ecological Studies Carbon and Nitrogen Ecosystem Structure Bayesian Mixing Models Diet Reconstruction Terrestrial-Aquatic Linkages This cluster of papers focuses on the application of stable isotopes in trophic ecology, including estimating trophic position, analyzing food webs, conducting isotope analysis for ecological studies, exploring carbon and nitrogen dynamics, and investigating terrestrial-aquatic linkages. The papers cover a wide range of topics such as Bayesian mixing models, diet reconstruction, and ecosystem structure.
Ocean Acidification Effects and Responses Physical Sciences → Earth and Planetary Sciences → Oceanography	99	3	Earth and Planetary Sciences	Ocean Acidification Marine Organisms CO2 Emissions Calcifying Organisms Ecosystem Impacts Seawater pH Shellfish Calcification Biological Responses Global Change Biodiversity Shifts This cluster of papers explores the impact of ocean acidification on marine ecosystems, focusing on the effects of elevated CO2 emissions on seawater pH, calcifying organisms, and overall biodiversity. The research covers a wide range of marine organisms and habitats, highlighting the complex biological responses and potential shifts in ecosystem functioning due to ongoing global change.
Fish Ecology and Management Studies Physical Sciences → Environmental Science → Nature and Landscape Conservation	81	3	Environmental Science	Freshwater Biodiversity Conservation Challenges Flow Regulation Hydropower Dam Construction Environmental Flows Invasive Species Climate Change Fisheries Sustainability Habitat Fragmentation River Ecosystems This cluster of papers focuses on the importance, threats, status, and conservation challenges related to freshwater biodiversity. It covers topics such as flow regulation, hydropower dam construction, environmental flows, invasive species, climate change impacts, fisheries sustainability, and habitat fragmentation in river ecosystems.
Fish Biology and Ecology Studies Life Sciences → Agricultural and Biological Sciences → Aquatic Science	76	1	Agricultural and Biological Sciences	Fish Length-Weight Relationships Morphology Biodiversity Biogeography Freshwater Conservation Genetic Diversity Phylogenetic Analysis Environmental Factors This cluster of papers focuses on the length-weight relationships, morphology, biodiversity, and biogeography of various fish species, with an emphasis on freshwater ecosystems. It also explores genetic diversity, conservation, and the influence of environmental factors on fish populations.
Coastal and Marine Dynamics Physical Sciences → Earth and Planetary Sciences → Earth-Surface Processes	70	3	Earth and Planetary Sciences	Coastal Dynamics Sea-Level Rise Shoreline Change Wave Modeling Coastal Vulnerability Beach Erosion Sediment Transport Climate Change Impacts Coastal Management Remote Sensing This cluster of papers encompasses a wide range of topics related to coastal dynamics, including sea-level rise, shoreline change, wave modeling, coastal vulnerability, beach erosion, sediment transport, climate change impacts, coastal management, and remote sensing techniques. The papers collectively aim to understand and address the complex interactions between natural processes and human activities in coastal environments.
Marine animal studies overview Physical Sciences → Environmental Science → Ecology	66	3	Environmental Science	Marine Mammals Anthropogenic Noise Habitat Change Cetaceans Predator-Prey Interactions Climate Change Acoustic Communication Ecosystem Sentinels Conservation Population Dynamics This cluster of papers explores the ecology, behavior, and conservation of marine mammals, with a focus on the impacts of anthropogenic noise, habitat change, and climate change on cetaceans. It also delves into predator-prey interactions, acoustic communication, and the role of marine mammals as indicators of ecosystem health. The research emphasizes the need for conservation efforts to mitigate human-induced threats to these animals.
Methane Hydrates and Related Phenomena Physical Sciences → Environmental Science → Environmental Chemistry	63	3	Environmental Science	Methane Oxidation Anaerobic Gas Hydrates Microbial Communities Subseafloor Sediments Biogeochemistry Archaea Nitrite-Driven Denitrification Marine Methane Biogeochemistry This cluster of papers focuses on the anaerobic oxidation of methane, particularly in relation to gas hydrates, microbial communities in subseafloor sediments, and the biogeochemical processes involved. It explores the role of archaea, nitrite-driven methane oxidation, and denitrification in marine environments.
Aquaculture Nutrition and Growth Life Sciences → Agricultural and Biological Sciences → Aquatic Science	61	1	Agricultural and Biological Sciences	Aquaculture Nutrition Fish Feed Fatty Acids Sustainable Feeds Fish Health Protein Sources Carbohydrates Biofloc Technology Omega-3 Fatty Acids This cluster of papers focuses on the metabolism and nutrition of aquaculture feeds, with an emphasis on sustainable sources of nutrients such as fish meal and fish oil replacements, utilization of plant proteins, carbohydrates, and biofloc technology. It also explores the impact of different dietary components on fish health and growth performance.
Microbial Community Ecology and Physiology Physical Sciences → Environmental Science → Ecology	59	3	Environmental Science	Marine Microbes Microbial Biogeography Bacterial Diversity Archaeal Communities Ocean Microbiome Community Assembly Rare Biosphere Phytoplankton Interactions Ammonia-Oxidizing Archaea Microbial Ecology This cluster of papers explores the diversity, biogeography, and ecological interactions of marine microbial communities, including bacteria and archaea. It investigates the rare biosphere, community assembly processes, and the roles of phytoplankton in shaping microbial landscapes. The papers also delve into the functional implications of microbial community structures and the genomic basis of trophic strategies in marine bacteria.
Oceanographic and Atmospheric Processes Physical Sciences → Earth and Planetary Sciences → Oceanography	58	3	Earth and Planetary Sciences	Oceanic Modeling Ocean Circulation Tidal Analysis Mesoscale Eddies Mixed Layer Depth Global Heat Transport Data Assimilation Submesoscale Processes Estuarine Circulation Climate Change Impact This cluster of papers focuses on oceanic modeling, circulation dynamics, and the impact of various physical processes on the global ocean. It includes studies on tidal analysis, mesoscale eddies, mixed layer depth variations, global heat transport, data assimilation techniques, submesoscale processes, estuarine circulation, and the influence of climate change on ocean dynamics.
Groundwater and Isotope Geochemistry Physical Sciences → Earth and Planetary Sciences → Geochemistry and Petrology	58	3	Earth and Planetary Sciences	Groundwater Isotopes Stable Precipitation Nitrate Recharge Climate Change Water Quality Hydrogeochemical Processes Global Depletion This cluster of papers focuses on the stable isotopic analysis of groundwater and precipitation, including the use of isotopes to study nitrate contamination, groundwater recharge, climate change impacts, and water quality. It also addresses global depletion of groundwater resources and hydrogeochemical processes influencing groundwater composition.
Ichthyology and Marine Biology Physical Sciences → Environmental Science → Nature and Landscape Conservation	58	3	Environmental Science	Sharks Rays Conservation Ecology Fisheries Phylogeny Habitat Use Migration Population Dynamics Marine Ecosystems This cluster of papers focuses on the conservation, ecology, and population dynamics of sharks and rays, including their phylogeny, habitat use, migration patterns, and the impact of fisheries on their populations. It also addresses the importance of marine ecosystems and the challenges in managing and protecting these apex predators.
Crustacean biology and ecology Physical Sciences → Environmental Science → Ecology	57	3	Environmental Science	Crayfish Invasion Freshwater Biodiversity Ecological Impact DNA Barcoding Conservation Physiological Adaptation Predation Global Distribution This cluster of papers explores the ecological impact of crayfish invasions on freshwater ecosystems, focusing on biodiversity loss, physiological adaptation, DNA barcoding for identification, and conservation challenges. It also delves into the global distribution and predation effects of invasive crayfish species.
Conservation, Biodiversity, and Resource Management Physical Sciences → Environmental Science → Global and Planetary Change	56	3	Environmental Science	Tropical Deforestation Environmental Services Protected Areas Community-Based Conservation Biodiversity Conservation Payments for Ecosystem Services Climate Change Forest Governance Land Use Change Global Forest Transition This cluster of papers explores the drivers, impacts, and governance of tropical deforestation, including topics such as payments for ecosystem services, community-based conservation, protected areas, and the relationship between deforestation and climate change. It also delves into the challenges and potential solutions related to biodiversity conservation in the context of land use change and global forest transition.
Geological formations and processes Physical Sciences → Earth and Planetary Sciences → Earth-Surface Processes	48	3	Earth and Planetary Sciences	Sedimentation Fluvial Systems Sequence Stratigraphy Turbidity Currents Submarine Landslides Delta Evolution Sedimentary Deposition Tectonics Subaqueous Sediment Density Flows Holocene Development This cluster of papers explores the various processes and mechanisms involved in sedimentation, including fluvial systems, sequence stratigraphy, turbidity currents, submarine landslides, delta evolution, and subaqueous sediment density flows. It also delves into the tectonic and Holocene development aspects influencing sedimentary deposition in Earth's geological history.
International Maritime Law Issues Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	47	3	Environmental Science	Marine Genetic Resources Access and Benefit Sharing International Law Biodiversity Conservation UNCLOS Nagoya Protocol Bioprospecting Continental Shelf Delimitation High Seas Governance Environmental Protection This cluster of papers explores the legal, scientific, and commercial aspects of marine genetic resources, focusing on access and benefit sharing, biodiversity conservation, and the implications of international law such as UNCLOS and the Nagoya Protocol. It also delves into issues related to bioprospecting, continental shelf delimitation, and governance of high seas for environmental protection.
Fish biology, ecology, and behavior Physical Sciences → Environmental Science → Nature and Landscape Conservation	45	3	Environmental Science	Freshwater Ecoregions Fish Biodiversity Amazon River System Hydropower Dams Neotropical Fish Assemblages Aging Research Tropical River Fisheries Electroreception in Fishes Habitat Degradation Biogeographical Patterns This cluster of papers focuses on the biogeography, conservation, and ecological dynamics of Neotropical freshwater fishes, with an emphasis on the Amazon River system. It covers topics such as fish biodiversity, impacts of hydropower dams, aging research using short-lived fish species, tropical river fisheries, electroreception in fishes, and the effects of habitat degradation on fish assemblages. The papers also explore the historical biogeography and evolutionary history of Neotropical freshwater fishes.
Marine Ecology and Invasive Species Physical Sciences → Environmental Science → Global and Planetary Change	44	3	Environmental Science	Marine Invasions Biodiversity Mediterranean Sea Invasive Species Global Shipping Climate Change Biological Invasions Hull Fouling Ballast Water Management Ecosystem Functioning This cluster of papers focuses on the impact of marine invasions and biodiversity loss in the Mediterranean Sea, addressing the threats posed by invasive species, global shipping, climate change, and hull fouling. It explores the implications for ecosystem functioning and emphasizes the importance of effective ballast water management.
Aquaculture disease management and microbiota Life Sciences → Immunology and Microbiology → Immunology	43	1	Immunology and Microbiology	Fish Immunology Aquaculture Probiotics Innate Immunity Gut Microbiota Stress Response Antibiotic Resistance Viral Diseases Cytokines Pathogen Control This cluster of papers explores the diverse immunological responses, including innate and adaptive immunity, stress modulation, probiotic and prebiotic applications, gut microbiota interactions, and disease control strategies in aquatic organisms, particularly fish. It also addresses the challenges of antibiotic resistance, viral diseases, and the use of medicinal herbs as immunostimulants in aquaculture.
Marine Sponges and Natural Products Life Sciences → Biochemistry, Genetics and Molecular Biology → Biotechnology	39	1	Biochemistry, Genetics and Molecular Biology	Sponge-Associated Microorganisms Marine Natural Products Microbial Symbionts Bioprospecting Evolution of Animal Complexity Metagenomics Antimicrobial Drugs Pharmacology Bacterial Community Host-Specific Microbiomes This cluster of papers focuses on the evolution, ecology, and biotechnological potential of sponge-associated microorganisms. It explores the diverse microbial communities inhabiting sponges, their role in marine natural product production, and their potential as a source of new antimicrobial drugs. The papers also investigate the phylogenetic diversity, host specificity, and functional interactions of these microbial symbionts.
Echinoderm biology and ecology Life Sciences → Agricultural and Biological Sciences → Aquatic Science	39	1	Agricultural and Biological Sciences	Sea Cucumbers Functional Foods Aquaculture Triterpene Glycosides Regeneration Echinodermata Biological Activities Pharmacological Potential Holothuroidea Sustainable Management This cluster of papers explores the high-value components, bioactives, aquaculture, and pharmacological potential of sea cucumbers, focusing on triterpene glycosides and their biological activities. It also delves into regeneration, sustainable management, and the use of sea cucumbers in functional foods.
Aquatic Ecosystems and Biodiversity Physical Sciences → Environmental Science → Ecology	39	3	Environmental Science	Lake Victoria Lake Tanganyika Lake Malawi Eutrophication Fisheries Management Wetland Conservation Biodiversity Loss Water Quality Human Impact Climate Change This cluster of papers explores the ecological dynamics, human impact, and management challenges of the African Great Lakes, with a focus on Lake Victoria, Lake Tanganyika, and Lake Malawi. It covers topics such as eutrophication, fisheries sustainability, wetland conservation, biodiversity loss, water quality, and the impact of climate change on these fragile ecosystems.
Sustainability and Climate Change Governance Physical Sciences → Environmental Science → Global and Planetary Change	38	3	Environmental Science	Sustainability Transitions Resilience Social-Ecological Systems Adaptive Governance Climate Change Adaptation Renewable Energy Policy Mixes Scenario Planning Transition Management Socio-Technical Perspective This cluster of papers explores sustainability transitions and resilience in social-ecological systems, focusing on topics such as adaptive governance, climate change adaptation, renewable energy, policy mixes, scenario planning, and transition management. It emphasizes the socio-technical perspective and the need for transformative change to address global environmental challenges.
Climate variability and models Physical Sciences → Environmental Science → Global and Planetary Change	37	3	Environmental Science	Climate Change Global Warming Extreme Events Climate Modeling Precipitation Extremes Ocean Circulation ENSO Variability Arctic Amplification Hydrological Cycle Greenhouse Gas Emissions This cluster of papers encompasses a wide range of research on climate change, global warming, and variability, including studies on extreme events, climate modeling, precipitation extremes, ocean circulation, ENSO variability, Arctic amplification, and the hydrological cycle. It also addresses the impact of greenhouse gas emissions and the challenge of keeping global warming below 2°C.
Cephalopods and Marine Biology Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	36	1	Agricultural and Biological Sciences	Cephalopods Camouflage Neurobiology Reproductive Strategies Fisheries Environmental Effects Molecular Phylogeny Learning and Memory Mechanisms Trophic Ecology Ethical Considerations This cluster of papers covers a wide range of topics related to cephalopods, including their biology, behavior, neurobiology, camouflage, reproductive strategies, fisheries, environmental effects, molecular phylogeny, learning and memory mechanisms, trophic ecology, and ethical considerations in research. The papers provide insights into the evolution, physiology, and ecological roles of cephalopods in marine environments.
Microplastics and Plastic Pollution Physical Sciences → Environmental Science → Pollution	35	3	Environmental Science	Microplastics Marine Environment Terrestrial Ecosystems Pollution Plastic Debris Environmental Impact Waste Management Human Health Freshwater Systems Recycling This cluster of papers focuses on the production, use, fate, and environmental impact of microplastics in marine and terrestrial ecosystems. It covers topics such as sources, distribution, accumulation, ingestion by organisms, potential health effects, and waste management strategies for mitigating microplastic pollution.
Climate Change, Adaptation, Migration Social Sciences → Social Sciences → Sociology and Political Science	33	2	Social Sciences	Climate Change Migration Environmental Refugees Adaptation Sea-Level Rise Natural Disasters Rural-Urban Migration Resettlement Vulnerability Small Island Developing States This cluster of papers explores the impact of climate change on human migration, focusing on topics such as environmental refugees, sea-level rise, natural disasters, rural-urban migration, and resettlement. It investigates the vulnerabilities and adaptation strategies in the context of small island developing states and emphasizes the link between climate change and migration patterns.
Marine and Coastal Ecosystems Physical Sciences → Environmental Science → Ecology	33	3	Environmental Science	Marine Ecology Fisheries Management Environmental Impact Water Quality Biodiversity Heavy Metals Sustainable Livelihoods Climate Change Adaptation Community Dynamics Economic Development This cluster of papers covers a wide range of topics related to the human impact on marine ecology and fisheries, including studies on water quality, biodiversity, heavy metal contamination, sustainable livelihoods of fishing communities, climate change adaptation, and the economic development of coastal regions. The papers also explore the dynamics of marine ecosystems and the management of fisheries resources.
Land Use and Ecosystem Services Physical Sciences → Environmental Science → Global and Planetary Change	32	3	Environmental Science	Ecosystem Services Land Use Change Urbanization Global Impact Biodiversity Conservation Sustainability Spatial Dynamics Human-Nature Interactions Environmental Policy Social-Ecological Systems This cluster of papers focuses on the global analysis of ecosystem services and land use, including the impacts of urbanization, biodiversity conservation, and sustainability. It explores the spatial dynamics of human-nature interactions and provides insights for environmental policy and the management of social-ecological systems.
Identification and Quantification in Food Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	31	1	Biochemistry, Genetics and Molecular Biology	DNA Barcoding Food Authentication Fraud Detection Species Identification Fish Species Meat Products PCR-based Methods Adulteration Market Substitution Traceability This cluster of papers focuses on the use of DNA barcoding and PCR-based methods for authenticating food products, detecting fraud, and identifying species in fish and meat. It addresses issues such as market substitution, mislabeling, and adulteration, with a specific emphasis on traceability and species identification in the food industry.
Geological and Geophysical Studies Physical Sciences → Earth and Planetary Sciences → Geology	30	3	Earth and Planetary Sciences	Plate Tectonics Cenozoic Evolution Rifting Crustal Structure Tectonic Model Seafloor Spreading Marginal Basin Volcanism Sedimentary Evolution Continental Margin This cluster of papers focuses on the geological and plate tectonic evolution of the South China Sea, including topics such as Cenozoic rifting, crustal structure, seafloor spreading, and sedimentary evolution. It explores the tectonic models, volcanic activity, and the development of marginal basins in the region.
Aquatic Ecosystems and Phytoplankton Dynamics Physical Sciences → Environmental Science → Environmental Chemistry	29	3	Environmental Science	Eutrophication Harmful Algal Blooms Cyanobacteria Nutrient Control Climate Change Freshwater Ecosystems Toxins Phosphorus Lake Management Water Quality This cluster of papers focuses on the phenomenon of eutrophication in freshwater and coastal marine ecosystems, particularly its role in promoting harmful algal blooms dominated by cyanobacteria. The papers discuss the links between eutrophication, climate change, nutrient control, and the management of lakes and reservoirs to mitigate the impacts of harmful algal blooms. Additionally, they explore the ecological and health implications of toxins produced by cyanobacteria in the context of eutrophication.
Physiological and biochemical adaptations Physical Sciences → Environmental Science → Ecology	29	3	Environmental Science	Metabolic Rate Climate Change Temperature Physiological Adaptation Thermal Tolerance Ectotherms Oxygen Limitation Body Size Diapause Evolutionary Response This cluster of papers explores the metabolic theory of ecology and the impacts of climate change on organisms, focusing on topics such as metabolic rate, temperature effects, physiological adaptation, thermal tolerance, and evolutionary responses to environmental stressors.
Tropical and Extratropical Cyclones Research Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	29	3	Earth and Planetary Sciences	Tropical Cyclones Climate Change Hurricanes Storm Surge Global Warming Intensity Trends Sea Level Rise ENSO Wind Shear This cluster of papers focuses on the relationship between tropical cyclone intensity and climate change, including the impact of global warming, sea level rise, and environmental factors such as ENSO and wind shear. It also examines trends in tropical cyclone activity and the associated storm surge risks.
Genetic diversity and population structure Life Sciences → Biochemistry, Genetics and Molecular Biology → Genetics	28	1	Biochemistry, Genetics and Molecular Biology	Population Genetics Genetic Structure Population Dynamics Microsatellite Analysis Bayesian Inference Genetic Diversity Species Delimitation Adaptive Evolution Phylogeography Molecular Markers This cluster of papers covers a wide range of topics in population genetics, including inference of population structure and dynamics, genetic diversity, species delimitation, adaptive evolution, and phylogeography. It discusses methods such as microsatellite analysis, Bayesian inference, and the use of molecular markers to understand the genetic makeup and evolutionary history of populations.
Island Studies and Pacific Affairs Social Sciences → Social Sciences → Demography	28	2	Social Sciences	Islands Small States Vulnerability Economic Development Sustainability Governance Pacific Decolonization Globalization Resilience This cluster of papers encompasses an interdisciplinary study of islands and island nations, focusing on their economic development, vulnerability, sustainability, governance, decolonization, and resilience. It explores the unique challenges and opportunities faced by small states and island communities, particularly in the Pacific region, and delves into the complexities of globalization, political representation, and environmental impact.
Paleontology and Stratigraphy of Fossils Physical Sciences → Earth and Planetary Sciences → Paleontology	26	3	Earth and Planetary Sciences	Paleoredox Paleoproductivity Trace Metals Oceanic Anoxic Events Atmospheric Oxygenation Biogeochemical Cycling Isotope Geochemistry Marine Sediments Phanerozoic Climate Mass Extinctions This cluster of papers focuses on the use of trace metals, isotopes, and biogeochemical indicators to reconstruct paleoredox conditions and paleoproductivity in ancient oceans. It explores topics such as oceanic anoxic events, atmospheric oxygenation, biogeochemical cycling, and their implications for Phanerozoic climate and mass extinctions.
Mercury impact and mitigation studies Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis	26	3	Environmental Science	Mercury Toxicology Environmental Exposure Health Effects Methylmercury Bioaccumulation Emissions Global Cycling Aquatic Systems This cluster of papers focuses on the toxicology, environmental impacts, and global cycling of mercury and its compounds. It covers topics such as mercury exposure, health effects, bioaccumulation in aquatic food webs, emissions from anthropogenic sources, and the interactions between mercury and the environment.
Ecology and Vegetation Dynamics Studies Physical Sciences → Environmental Science → Nature and Landscape Conservation	24	3	Environmental Science	Biodiversity Conservation Ecosystem Invasive Species Functional Diversity Habitat Fragmentation Community Ecology Global Change Species Richness Biological Invasions This cluster of papers focuses on the conservation and management of biodiversity and ecosystems, addressing topics such as the impact of habitat fragmentation, invasive species, functional diversity, and global change on species richness and community ecology. It also explores the implications for ecosystem services and the challenges in developing ecological indicators for biodiversity conservation.
Marine Biology and Environmental Chemistry Physical Sciences → Engineering → Ocean Engineering	24	3	Engineering	Antifouling Coatings Biofouling Marine Environment Organotin Compounds Fouling-Release Environmental Impact Biocides Polymer-based Coatings Larval Settlement Ecofriendly Solutions This cluster of papers focuses on the development, impact, and regulation of antifouling coatings for marine applications. It covers topics such as biofouling, organotin compounds, fouling-release mechanisms, environmental impact, use of biocides, polymer-based coatings, larval settlement, and the exploration of ecofriendly solutions.
Agricultural and Environmental Management Social Sciences → Social Sciences → Demography	24	2	Social Sciences	Food Additives Agricultural Development Environmental Impact Community Participation Sustainable Tourism Economic Analysis Fisheries Management Natural Resource Utilization Technology Adoption Social Welfare This cluster of papers covers a wide range of topics including food additives, agricultural development, environmental impact, community participation, sustainable tourism, economic analysis, fisheries management, natural resource utilization, technology adoption, and social welfare. The research is multidisciplinary and focuses on various aspects of natural resource management, economic development, and societal well-being in Indonesia.
Meteorological Phenomena and Simulations Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	21	3	Earth and Planetary Sciences	Ensemble Kalman Filter Data Assimilation Convective Parameterization Mesoscale Modeling Probabilistic Forecasting Microphysics Scheme Boundary Layer Radiative Transfer Model Hydrological Model Atmospheric Dynamics This cluster of papers focuses on advancements in numerical weather prediction models, including topics such as ensemble Kalman filtering, data assimilation, convective parameterization, mesoscale modeling, probabilistic forecasting, microphysics schemes, boundary layer processes, radiative transfer models, hydrological modeling, and atmospheric dynamics.
Experimental Behavioral Economics Studies Social Sciences → Social Sciences → Safety Research	21	2	Social Sciences	Social Preferences Economic Experiments Reciprocity Cooperation Incentives Gender Differences Trust Fairness Altruism Competition This cluster of papers explores the role of social preferences in economic behavior through a wide range of experimental studies. It investigates topics such as reciprocity, cooperation, incentives, gender differences, trust, fairness, altruism, and competition. The research delves into the psychological and behavioral aspects that influence decision-making in economic contexts.
Parasite Biology and Host Interactions Physical Sciences → Environmental Science → Ecology	21	3	Environmental Science	Parasites Ecosystem Host-Parasite Interactions Biodiversity Invasive Species Disease Risk Community Ecology Global Change Molecular Phylogeny Aquatic Environment This cluster of papers explores the ecological interactions of parasites in various ecosystems, emphasizing the impact of parasites on biodiversity, disease risk, and invasive species. It delves into host-parasite interactions, molecular phylogeny, and the effects of global change on parasite ecology in the aquatic environment.
Economic and Environmental Valuation Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	21	2	Economics, Econometrics and Finance	Discrete Choice Models Conjoint Analysis Willingness to Pay Health Economics Preference Elicitation Environmental Valuation Mixed Logit Models Experimental Design Consumer Preferences Stated Preference Methods This cluster of papers focuses on the application of discrete choice models, such as mixed logit and conjoint analysis, in economics and health care. It explores topics related to willingness to pay, preference elicitation, experimental design, and environmental valuation. The papers also discuss the use of stated preference methods to understand consumer preferences and decision-making processes.
Seaweed-derived Bioactive Compounds Life Sciences → Agricultural and Biological Sciences → Aquatic Science	21	1	Agricultural and Biological Sciences	Seaweed Bioactive Compounds Functional Food Antioxidant Activity Sulfated Polysaccharides Fucoidan Marine Algae Nutritional Value Phlorotannins Health Benefits This cluster of papers focuses on the bioactive compounds found in seaweed, particularly their functional food applications and potential health benefits. It covers a wide range of topics including antioxidant activity, sulfated polysaccharides, fucoidan, and the nutritional value of marine algae.
Oil Palm Production and Sustainability Physical Sciences → Environmental Science → Ecology	21	3	Environmental Science	Oil Palm Expansion Biodiversity Tropical Agriculture Deforestation Sustainability Certification Smallholder Farmers Environmental Impact Land Use Change Greenhouse Gas Emissions Conservation This cluster of papers explores the impact of oil palm expansion on biodiversity, tropical agriculture, deforestation, and greenhouse gas emissions. It delves into the environmental and social consequences, sustainability certification, and the livelihood impacts on smallholder farmers. The research also addresses land use changes, conservation efforts, and the potential for sustainable oil palm production.
Vibrio bacteria research studies Life Sciences → Biochemistry, Genetics and Molecular Biology → Endocrinology	20	1	Biochemistry, Genetics and Molecular Biology	Cholera Vibrio cholerae Type VI Secretion System Bacterial Pathogenesis Epidemiology Viable but Non-culturable State Climate Influence Bacterial Transmission Environmental Reservoirs Global Impact This cluster of papers explores the dynamics, pathogenesis, and epidemiology of cholera bacteria, primarily focusing on Vibrio cholerae. It covers topics such as the Type VI Secretion System, viable but non-culturable state, climate influence on disease spread, bacterial transmission, environmental reservoirs, and the global impact of cholera.
Recycling and Waste Management Techniques Physical Sciences → Environmental Science → Industrial and Manufacturing Engineering	20	3	Environmental Science	E-Waste Recycling Environmental Impacts Metal Recovery Waste Management Hazardous Substances Electronic Equipment Health Consequences Legislation Global Production This cluster of papers focuses on the global production, environmental impacts, recycling techniques, management practices, and legislation related to electronic waste (e-waste). It covers topics such as metal recovery, hazardous substances, health consequences, and the challenges and opportunities in e-waste recycling.
Cassava research and cyanide Life Sciences → Agricultural and Biological Sciences → Plant Science	20	1	Agricultural and Biological Sciences	Cyanogenic Glycosides Cassava Cyanide Biotreatment Plant Chemical Defense Cyanide Poisoning Genomic Sequencing Cassava Breeding Cyanide Removal Metabolic Pathways This cluster of papers focuses on the presence, synthesis, metabolism, and detoxification of cyanogenic glycosides, particularly in cassava plants. It explores the impact of cyanide in industrial wastewaters, biotreatment methods, plant chemical defense mechanisms, genomic sequencing of cassava, breeding opportunities and challenges, as well as the physiological effects and treatment of cyanide poisoning.
Pacific and Southeast Asian Studies Social Sciences → Social Sciences → Geography, Planning and Development	20	2	Social Sciences	Pacific Islands settlement archaeology agriculture environmental impact genetic diversity Polynesian colonization prehistoric migration island ecosystems cultural history This cluster of papers explores the human settlement and impact on the Pacific Islands, focusing on topics such as Polynesian colonization, agricultural development, environmental changes, genetic diversity, and cultural history. It delves into the complex interactions between early human societies and island ecosystems, shedding light on the prehistoric migration patterns and environmental impact of Pacific settlement.
Toxic Organic Pollutants Impact Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis	19	3	Environmental Science	Polycyclic Aromatic Hydrocarbons Brominated Flame Retardants Aryl Hydrocarbon Receptor Organophosphorus Flame Retardants Dioxins and Dioxin-Like Compounds Bioaccumulation Environmental Exposure Toxicity Human Health Effects Global Distribution This cluster of papers focuses on the impact of persistent organic pollutants, including polycyclic aromatic hydrocarbons (PAHs), brominated flame retardants, and dioxins, on the environment and human health. It covers their sources, distribution, bioaccumulation, and potential toxic effects, highlighting the need for regulation and remediation measures to mitigate their adverse impacts.
Heavy metals in environment Physical Sciences → Environmental Science → Pollution	19	3	Environmental Science	Heavy Metals Contamination Soil Health Risk Remediation Bioavailability Sediment Pollution Toxicity Urban This cluster of papers focuses on the environmental impact of heavy metal contamination, covering topics such as soil and sediment pollution, health risks associated with heavy metal exposure, remediation strategies, bioavailability of heavy metals, and the effects of urbanization on heavy metal distribution.
Atmospheric and Environmental Gas Dynamics Physical Sciences → Environmental Science → Global and Planetary Change	19	3	Environmental Science	Methane Emissions Shale Gas Atmospheric Carbon Dioxide Hydraulic Fracturing Global Budget Natural Gas Water Quality Satellite Observations This cluster of papers focuses on the global methane emissions, particularly related to shale gas development, hydraulic fracturing, and natural gas infrastructure. It also explores the impact of methane on atmospheric composition, carbon dioxide levels, and water quality. The papers discuss measurements, modeling, and implications for environmental and public health.
Marine Invertebrate Physiology and Ecology Physical Sciences → Earth and Planetary Sciences → Paleontology	19	3	Earth and Planetary Sciences	Cnidarian Evolution Jellyfish Blooms Genomic Organization Neural Systems Wnt Signaling Stem Cells Toxins Metazoan Evolution Placozoans Hydra This cluster of papers explores the evolution and diversity of cnidarians, with a focus on jellyfish blooms, genomic organization, neural systems, Wnt signaling, stem cells, toxins, and their implications for metazoan evolution. The research covers a wide range of topics including phylogenomics, gene expression, ecological impacts, and the molecular mechanisms underlying various biological processes in cnidarians.
Arctic and Russian Policy Studies Social Sciences → Social Sciences → Sociology and Political Science	18	2	Social Sciences	Arctic Shipping Governance Northern Sea Route Oil and Gas Climate Change International Relations Sustainability Maritime Transport Geopolitics This cluster of papers focuses on the economic, environmental, and geopolitical aspects of Arctic shipping, including the potential viability of the Northern Sea Route, governance challenges, climate change impacts, and the exploration of oil and gas resources. It also addresses international relations, sustainability, and maritime transport in the Arctic region.
Marine and environmental studies Physical Sciences → Earth and Planetary Sciences → Oceanography	18	3	Earth and Planetary Sciences	Black Sea Holocene paleoceanography sea level Mediterranean Caspian Sea glacial sedimentation transgression paleoenvironmental This cluster of papers focuses on the paleoceanography, geology, and environmental history of the Black Sea and its connections with the Mediterranean and Caspian Seas. It covers topics such as sea level changes, sedimentation history, Holocene transgressions, and paleoenvironmental evolution during the late glacial to Holocene periods.
Plant and Fungal Species Descriptions Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	18	1	Biochemistry, Genetics and Molecular Biology	Gesneriaceae phylogenetic reconstruction molecular systematics species diversification karst flora conservation priorities endemic flora taxonomic treatments biogeography plant evolution This cluster of papers focuses on the molecular systematics, phylogenetic reconstruction, and species diversification within the Gesneriaceae family and its allies. It includes studies on karst flora, conservation priorities, endemic flora, taxonomic treatments, biogeography, and plant evolution.
Environmental Education and Sustainability Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	17	3	Environmental Science	Pro-environmental Behavior Environmental Attitudes Social Norms Energy Conservation Theory of Planned Behavior Environmental Education Sustainable Behavior Norm Activation Model Household Energy Use Value Orientations This cluster of papers focuses on the factors influencing pro-environmental behavior, including environmental attitudes, social norms, energy conservation, the theory of planned behavior, environmental education, sustainable behavior, the norm activation model, household energy use, and value orientations.
Hydrology and Watershed Management Studies Physical Sciences → Environmental Science → Water Science and Technology	16	3	Environmental Science	Hydrological Modeling Water Resources Climate Change Model Evaluation Global Hydrology Uncertainty Assessment Watershed Simulation Sediment Transport Land Use Change Streamflow Trends This cluster of papers focuses on hydrological modeling, water resource management, and the impact of climate change on global hydrology. It covers topics such as model evaluation guidelines, watershed simulations, sediment transport, land use change, and uncertainty assessment in hydrological modeling. The papers also discuss the effects of human interventions and climate change on water resources, as well as the evaluation of streamflow trends and the implications for water availability.
Maritime and Coastal Archaeology Social Sciences → Arts and Humanities → Archeology	16	2	Arts and Humanities	Mediterranean Maritime Archaeology Sea-Level Change Ancient Harbours Underwater Cultural Heritage Geoarchaeology Shipwrecks Coastal Evolution Tidal Notches Holocene This cluster of papers focuses on maritime archaeology in the Mediterranean Sea, exploring sea-level changes, ancient harbours, underwater cultural heritage, shipwrecks, coastal evolution, tidal notches, and geoarchaeology during the Holocene period. The research encompasses a wide range of topics related to the submerged landscapes, human-environment interactions, and historical maritime activities in the Mediterranean region.
Child Nutrition and Water Access Health Sciences → Nursing → Nutrition and Dietetics	15	4	Nursing	Maternal and Child Undernutrition Child Development Water Sanitation Hygiene Early Childhood Stimulation Dietary Diversity Global Burden of Disease Environmental Enteropathy Household Water Treatment Malnutrition Impacts Nutrition-sensitive Interventions This cluster of papers focuses on maternal and child nutrition in low-income and middle-income countries, addressing issues such as undernutrition, stunting, diarrheal disease, water sanitation, hygiene interventions, early childhood development, and the long-term consequences of malnutrition. It also explores the impact of various interventions and programs on improving maternal and child nutrition.
Agriculture, Land Use, Rural Development Life Sciences → Agricultural and Biological Sciences → General Agricultural and Biological Sciences	15	1	Agricultural and Biological Sciences	Agroecology Food Sovereignty Land Grabbing Sustainable Agriculture Globalization Smallholder Farmers Agrarian Change Political Economy Climate Change Resilience Peasant Movements This cluster of papers explores the intersection of agroecology, food sovereignty, and global land grabbing, with a focus on sustainable agriculture, smallholder farmers, and the political economy of agrarian change. It delves into the challenges and opportunities presented by globalization, climate change resilience, and the empowerment of peasant movements in shaping the future of food systems.
Peatlands and Wetlands Ecology Physical Sciences → Environmental Science → Ecology	15	3	Environmental Science	Peatlands Carbon Methane Emissions Wetlands Climate Change Microbial Processes Hydrology Nitrogen Deposition Boreal Ecosystems Ecosystem Resilience This cluster of papers explores the dynamics of carbon storage, methane emissions, and microbial processes in peatland ecosystems, with a focus on the impacts of climate change, hydrological factors, and nitrogen deposition. It addresses the role of peatlands in the global carbon cycle, their response to environmental disturbances, and their potential as both carbon sinks and sources. The research also delves into the interactions between wetland vegetation, soil microbial communities, and biogeochemical processes influencing carbon and nitrogen cycling.
Aquatic life and conservation Life Sciences → Agricultural and Biological Sciences → Aquatic Science	15	1	Agricultural and Biological Sciences	Seahorses Syngnathidae Conservation Management Aquaculture Genome Male Pregnancy Habitat Reproduction Trade This cluster of papers focuses on the life history, ecology, conservation, and management of seahorses, including topics such as aquaculture, genome evolution, male pregnancy, habitat preferences, reproductive strategies, and the impact of trade on seahorse populations.
Evolutionary Game Theory and Cooperation Social Sciences → Social Sciences → Sociology and Political Science	14	2	Social Sciences	Cooperation Altruism Evolutionary Games Social Networks Indirect Reciprocity Group Selection Cultural Evolution Microbial Communities Religious Behavior Public Goods Games This cluster of papers explores the evolution of cooperation, altruism, and social behavior in various systems, including human societies, microbial communities, and religious groups. It investigates the role of evolutionary games, social networks, indirect reciprocity, and cultural evolution in shaping cooperative behaviors and examines the dynamics of public goods games and the emergence of altruistic punishment. Additionally, it delves into the interplay between genetic and cultural factors in promoting prosocial behaviors.
Geophysics and Gravity Measurements Physical Sciences → Earth and Planetary Sciences → Oceanography	14	3	Earth and Planetary Sciences	GRACE sea level rise groundwater depletion climate change satellite measurements polar ice sheets hydrological modeling geodetic measurements mass variability land water storage This cluster of papers focuses on the global variability and change in sea level, with an emphasis on utilizing GRACE and other satellite measurements to understand factors such as groundwater depletion, polar ice sheet mass loss, and the impact of climate change. The papers also explore the use of hydrological and geodetic modeling to assess land water storage and its contribution to sea level rise.
Agricultural Innovations and Practices Life Sciences → Agricultural and Biological Sciences → General Agricultural and Biological Sciences	13	1	Agricultural and Biological Sciences	Agricultural Innovation Livelihood Diversification Technology Adoption Rural Development Smallholder Farmers Market Participation Conservation Practices Income Strategies Social Networks Sustainable Agriculture This cluster of papers explores the dynamics of agricultural innovation, technology adoption, and livelihood diversification among smallholder farmers in developing countries. It delves into topics such as market participation, conservation practices, income strategies, and the role of social networks in promoting sustainable agriculture and rural development.
Environmental Toxicology and Ecotoxicology Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis	13	3	Environmental Science	Bioaccumulation Oxidative Stress Biomarkers Environmental Risk Assessment Aquatic Organisms Metal Toxicity Pesticides Ecological Impact Water Quality Contaminant Effects This cluster of papers focuses on the impact of environmental contaminants, such as pesticides and heavy metals, on aquatic organisms. It explores bioaccumulation, oxidative stress, and the use of biomarkers in assessing the ecological risk and water quality. The research covers a wide range of topics related to aquatic ecotoxicology and the effects of pollutants on marine and freshwater ecosystems.
Water resources management and optimization Physical Sciences → Engineering → Ocean Engineering	13	3	Engineering	Water Resources Reservoir Operation Water Demand Climate Change Sustainability Hydro-Economic Models Urbanization System Dynamics Robust Decision Making Groundwater Management This cluster of papers focuses on the optimal operation and management of water resources systems, addressing challenges such as reservoir operation, water demand forecasting, climate change impacts, sustainability, hydro-economic modeling, urbanization effects, system dynamics applications, robust decision making, and groundwater management.
Environmental DNA in Biodiversity Studies Physical Sciences → Environmental Science → Ecology	13	3	Environmental Science	Environmental DNA Metabarcoding Biodiversity Monitoring Next-Generation Sequencing Conservation Genetics Species Detection DNA Barcoding Aquatic Ecosystems Ecological Assessment Molecular Ecology This cluster of papers revolves around the use of environmental DNA (eDNA) and related techniques such as metabarcoding and next-generation sequencing for monitoring and assessing biodiversity in various ecosystems, with a focus on aquatic environments. The papers cover topics such as species detection, biodiversity assessment, conservation genetics, and the application of eDNA in ecological and environmental studies.
Sustainability and Ecological Systems Analysis Physical Sciences → Environmental Science → Environmental Engineering	13	3	Environmental Science	Urban Metabolism Emergy Analysis Ecological Network Analysis Sustainability Assessment Energy Flow Material Flow Ecosystem Dynamics Quantifying Sustainability Environmental Accounting Resource Management This cluster of papers focuses on the study of urban metabolism, including energy and material flows, sustainability assessment, emergy analysis, ecological network analysis, and the quantification of sustainability in urban environments. It explores the dynamics of urban ecosystems, resource management, and environmental accounting to support sustainable urban development.
Ecosystem dynamics and resilience Physical Sciences → Environmental Science → Global and Planetary Change	13	3	Environmental Science	Early-warning Signals Regime Shifts Spatial Patterns Ecosystem Resilience Climate Tipping Points Self-Organization Vegetation Patterning Bifurcations Catastrophic Shifts Ecological Indicators This cluster of papers explores early-warning signals and indicators for critical transitions, such as regime shifts and climate tipping points, in ecosystems. It focuses on spatial patterns, self-organization, and resilience in the face of catastrophic shifts, using concepts like bifurcations and ecosystem indicators.
Species Distribution and Climate Change Physical Sciences → Environmental Science → Ecological Modeling	12	3	Environmental Science	Species Distribution Modeling Climate Change Ecological Niche MaxEnt Biodiversity Citizen Science Habitat Suitability Model Evaluation Range Shifts Conservation Biology This cluster of papers focuses on species distribution modeling in the context of climate change impacts, utilizing methods such as MaxEnt and ecological niche modeling. It explores the effects of climate change on biodiversity, habitat suitability, range shifts, and conservation efforts. Additionally, it highlights the role of citizen science in ecological research.
Genetically Modified Organisms Research Life Sciences → Agricultural and Biological Sciences → Plant Science	11	1	Agricultural and Biological Sciences	Genetically Modified Crops Biotechnology Food Safety Environmental Risk Assessment Consumer Attitudes Pollen-Mediated Gene Flow Bt Cotton Transgenic Plants Public Perception Agricultural Biotechnology This cluster of papers explores the impact of genetically modified crops in agriculture, covering topics such as food safety, environmental risk assessment, consumer attitudes, pollen-mediated gene flow, and the adoption of biotechnology in developing countries. It also delves into the economic, health, and societal implications of transgenic plants and examines public perceptions of genetically modified foods.
Global Maritime and Colonial Histories Social Sciences → Social Sciences → Anthropology	11	2	Social Sciences	Indian Ocean prehistoric movement cultural exchange maritime trade Swahili society Austronesian expansion archaeological evidence island subsistence East African history global trade This cluster of papers explores the prehistoric movement of plants and animals, maritime trade, and cultural exchange across the Indian Ocean, with a focus on the Swahili society, Austronesian expansion, and archaeological evidence. It delves into the history of East Africa, global trade patterns, and island subsistence strategies in the Indian Ocean region.
Diverse Aspects of Tourism Research Social Sciences → Social Sciences → Sociology and Political Science	10	2	Social Sciences	Destination Image Tourist Satisfaction Community Perceptions Sustainable Tourism Tourism Development COVID-19 Impact Destination Loyalty Place Branding Tourism Research Economic Growth This cluster of papers explores the impact of tourism on destinations and communities, focusing on topics such as destination image, tourist satisfaction, community perceptions, sustainable tourism, COVID-19 impact, destination loyalty, place branding, and the role of tourism in economic growth. The research covers a wide range of factors influencing the development and management of tourism, with a particular emphasis on understanding the effects of tourism on various aspects of society and the economy.
Plant and animal studies Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	10	1	Agricultural and Biological Sciences	Pollinator Decline Ecosystem Services Plant-Animal Interactions Biodiversity Crop Pollination Habitat Fragmentation Mutualistic Networks Global Change Invasive Species Climate Change This cluster of papers explores the impact of pollinator decline on ecosystems and agriculture, focusing on plant-animal interactions, biodiversity, crop pollination, habitat fragmentation, and the effects of global change and invasive species. The papers discuss the importance of pollinators for ecosystem services and highlight the challenges posed by climate change and habitat loss to pollinator populations.
Disaster Management and Resilience Social Sciences → Social Sciences → Sociology and Political Science	10	2	Social Sciences	Resilience Disaster Community Risk Vulnerability Emergency Management Social Capital Climate Change Adaptation Hazard Mitigation Crisis Response This cluster of papers focuses on community resilience to natural disasters, encompassing topics such as risk perception, social vulnerability, emergency management, climate change adaptation, and the role of social capital in disaster preparedness and response.
Remote Sensing and LiDAR Applications Physical Sciences → Environmental Science → Environmental Engineering	10	3	Environmental Science	Lidar Remote Sensing Forest Carbon Stocks Aboveground Biomass Tree Height Estimation Global Forest Mapping Airborne Laser Scanning Terrestrial Laser Scanning Forest Inventory Biomass Estimation Canopy Structure This cluster of papers focuses on the use of Lidar remote sensing technology for mapping and assessing various forest attributes such as carbon stocks, aboveground biomass, tree height, and canopy structure at global and regional scales. The papers cover techniques like airborne and terrestrial laser scanning, data fusion, individual tree detection, and biomass estimation, highlighting the importance of Lidar in sustainable forest management and ecological research.
Climate Change Communication and Perception Social Sciences → Social Sciences → Sociology and Political Science	10	2	Social Sciences	Climate Change Public Perception Science Communication Risk Perception Media Coverage Policy Preferences Global Warming Psychological Responses Cultural Cognition Environmental Attitudes This cluster of papers explores the perceptions, communication, and societal responses to climate change, including public attitudes, risk perception, media coverage, policy preferences, psychological impacts, and cultural cognition. It delves into the role of affect, imagery, values, and science literacy in shaping public views on global warming and climate change. The cluster also addresses the politicization of climate change, barriers to engagement, and the impact of personal experience on risk perception.
Geochemistry and Elemental Analysis Physical Sciences → Earth and Planetary Sciences → Geochemistry and Petrology	10	3	Earth and Planetary Sciences	Manganese Oxides Rare Earth Elements Sedimentary Rocks Geochemistry Provenance Analysis Trace Element Composition Environmental Impacts Deep-Ocean Mineral Deposits Bacterial Oxidation Weathering This cluster of papers focuses on the geochemistry, formation mechanisms, environmental impacts, and biological interactions of manganese oxides in sedimentary environments. It explores the relationships between manganese oxides, rare earth elements, trace element composition of sedimentary rocks, provenance analysis, and weathering processes. The cluster also investigates the potential of deep-ocean mineral deposits as a source of critical metals for high- and green-technology applications.
Oil Spill Detection and Mitigation Physical Sciences → Environmental Science → Pollution	10	3	Environmental Science	Oil Spill Detection Remote Sensing Deepwater Horizon Environmental Impact Dispersants Marine Pollution SAR Imaging Biodegradation Oil Spill Modeling Health Effects This cluster of papers focuses on the detection, tracking, and environmental impact of oil spills, with a particular emphasis on the Deepwater Horizon incident. It covers topics such as remote sensing techniques, use of dispersants, biodegradation, health effects, and modeling of oil spill trajectories. The research aims to advance the understanding and management of marine pollution caused by oil spills.
Aeolian processes and effects Physical Sciences → Earth and Planetary Sciences → Earth-Surface Processes	10	3	Earth and Planetary Sciences	Aeolian Processes Wind Erosion Sand Dunes Dune Dynamics Vegetation Cover Climate Change Sediment Transport Desertification Coastal Dunes Dust Emission This cluster of papers explores the dynamics of aeolian processes, including wind erosion, sand dune formation and mobility, the impact of vegetation cover, and the influence of climate change on desert landscapes. It also delves into the interactions between aeolian and fluvial systems, dust emission, and the geomorphological effects of windbreaks.
Atmospheric chemistry and aerosols Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	9	3	Earth and Planetary Sciences	Atmospheric Aerosols Black Carbon Organic Aerosol Air Quality Climate Forcing Aerosol Formation Emission Modeling Chemical Composition Haze Pollution Tropospheric Chemistry This cluster of papers focuses on the characteristics, sources, impacts, and modeling of atmospheric aerosols, including black carbon and organic aerosols. It explores their role in air quality, climate forcing, haze pollution, and tropospheric chemistry.
Wildlife Ecology and Conservation Physical Sciences → Environmental Science → Ecology	9	3	Environmental Science	Occupancy Rates Animal Movement Trophic Cascades Habitat Selection Population Dynamics Human-Wildlife Conflict Camera Trapping Conservation Management Predation Risk Global Biodiversity Loss This cluster of papers covers a wide range of topics in wildlife ecology and conservation biology, including estimating occupancy rates, analyzing animal movement patterns, trophic cascades, habitat selection, population dynamics of large herbivores and carnivores, human-wildlife conflict, camera trapping for wildlife monitoring, and strategies for conservation management. It also explores the impact of predation risk on prey species, global biodiversity loss, and the ecological implications of human-induced stress on animal behavior.
Extraction and Separation Processes Physical Sciences → Engineering → Mechanical Engineering	9	3	Engineering	Battery Recycling Lithium-ion Batteries Rare Earth Elements Metal Recovery Sustainable Technology Environmental Impact Hydrometallurgical Processes Circular Economy Resource Depletion Global Supply This cluster of papers focuses on the recycling of lithium-ion batteries, recovery of rare earth elements, and sustainable technology for metal recovery. It discusses hydrometallurgical processes, circular economy implications, environmental impact, and global supply concerns related to battery recycling and rare earth recovery.
Soil and Water Nutrient Dynamics Physical Sciences → Environmental Science → Environmental Chemistry	9	3	Environmental Science	Nutrient Cycling Water Quality Hyporheic Zone Phosphorus Management Nitrogen Dynamics Stream Restoration Agricultural Pollution Riparian Buffers Watershed Management Eutrophication This cluster of papers focuses on the biogeochemical cycling of nutrients, particularly nitrogen and phosphorus, in the interface of terrestrial and aquatic ecosystems. It explores topics such as nutrient hot spots and hot moments, control of nitrogen and phosphorus export from watersheds, hyporheic flow and transport processes, agricultural impacts on water quality, and strategies for mitigating eutrophication. The research also delves into the effectiveness of riparian buffers, stream restoration, and watershed management in addressing nutrient pollution.
Arctic and Antarctic ice dynamics Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	9	3	Earth and Planetary Sciences	Arctic Sea Ice Decline Variability Climate Change Remote Sensing Ocean Circulation Freshwater Cycle Antarctic Comparison Atmospheric Circulation This cluster of papers focuses on the variability and decline of Arctic sea ice, including topics such as climate change impacts, remote sensing techniques, ocean circulation, freshwater cycle, and comparisons with Antarctic sea ice. The research synthesizes historical trends, observational data, and modeling to understand the rapid changes in the Arctic sea ice cover.
Reproductive biology and impacts on aquatic species Life Sciences → Biochemistry, Genetics and Molecular Biology → Physiology	9	1	Biochemistry, Genetics and Molecular Biology	Spermatogenesis Oogenesis Endocrine Disruption Gonadotropins Estrogen Receptors Environmental Regulation Gonadal Development Eel Migration Vitellogenin Cryopreservation This cluster of papers focuses on the reproductive physiology and endocrine disruption in fish, covering topics such as spermatogenesis, oogenesis, gonadotropins, estrogen receptors, environmental regulation of reproduction, eel migration, vitellogenin as a biomarker, and cryopreservation of gametes. It explores the impacts of environmental contaminants and hormonal manipulations on fish reproduction and gamete quality.
Water Quality and Pollution Assessment Physical Sciences → Environmental Science → Water Science and Technology	9	3	Environmental Science	Multivariate Statistical Techniques Water Quality Index Spatial and Temporal Variations Land Use Impact Principal Component Analysis Groundwater Quality Assessment Surface Water Pollution Chemometric Analysis Urbanization Effects Environmental Impact This cluster of papers focuses on the assessment of surface water quality, utilizing multivariate statistical techniques, water quality indices, and spatial and temporal variations analysis. The impact of land use, urbanization, and environmental factors on water quality is extensively explored. Additionally, the cluster covers groundwater quality assessment and the use of chemometric analysis in evaluating water pollution sources.
Turtle Biology and Conservation Physical Sciences → Environmental Science → Nature and Landscape Conservation	9	3	Environmental Science	Marine Turtles Conservation Bycatch Satellite Tracking Climate Change Nesting Habitat Population Dynamics Sea-Level Rise Thermal Conditions Genetic Structure This cluster of papers focuses on the conservation and management of marine turtles worldwide, with an emphasis on understanding the impacts of fisheries bycatch, satellite tracking, climate change, nesting habitat, population dynamics, sea-level rise, thermal conditions, and genetic structure. The research priorities include informing global conservation efforts and addressing the threats faced by marine turtle populations.
Plant responses to water stress Life Sciences → Agricultural and Biological Sciences → Plant Science	9	1	Agricultural and Biological Sciences	Flooding Stress Submergence Tolerance Ethylene Response Factors Aerenchyma Formation Hypoxia Adaptation Oxygen Sensing Anaerobic Metabolism Root Aeration Waterlogging Tolerance Plant Hormone Regulation This cluster of papers explores the various physiological, molecular, and genetic responses of plants to flooding stress, including submergence tolerance, aerenchyma formation, ethylene response factors, hypoxia adaptation, oxygen sensing, anaerobic metabolism, root aeration, and waterlogging tolerance. It covers a wide range of plant species and provides insights into the mechanisms by which plants cope with complete submergence and low-oxygen environments.
Avian ecology and behavior Physical Sciences → Environmental Science → Ecology	8	3	Environmental Science	Avian Ecology Climate Change Migration Patterns Population Declines Phenological Changes Habitat Selection Model Selection Multimodel Inference Agricultural Intensification Conservation Actions This cluster of papers focuses on the ecological impacts of climate change on avian populations, including migration patterns, population declines, phenological changes, and habitat selection. It also discusses model selection and multimodel inference in the context of avian ecology, as well as the effects of agricultural intensification and conservation actions on bird populations.
Animal Behavior and Reproduction Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	8	1	Agricultural and Biological Sciences	Phenotypic Plasticity Natural Selection Evolutionary Dynamics Behavioral Syndromes Mate Choice Reproductive Strategies Genetic Variation Adaptive Evolution Life History Trade-offs Ecological Interactions This cluster of papers explores the evolutionary ecology of animal behavior and traits, focusing on topics such as phenotypic plasticity, natural selection, evolutionary dynamics, mate choice, reproductive strategies, genetic variation, adaptive evolution, life history trade-offs, and ecological interactions.
Hydrocarbon exploration and reservoir analysis Physical Sciences → Engineering → Mechanics of Materials	8	3	Engineering	Shale Gas Pore Structure Mudstones Gas Permeability Thermal Maturity Nanopores Organic Matter Fracture Permeability Tight Reservoirs Geochemical Evolution This cluster of papers focuses on the characterization and analysis of shale gas pore structure, including topics such as gas permeability, thermal maturity effects, nanopores, organic matter influence, and the impact of diagenesis. It also explores the geological controls on methane storage capacity in organic-rich shales and the development of organic porosity in shale formations.
Environmental Sustainability in Business Social Sciences → Business, Management and Accounting → Marketing	8	2	Business, Management and Accounting	Green Consumption Environmental Innovation Sustainable Business Consumer Behavior Corporate Environmental Strategy Green Marketing Sustainability Practices Eco-Innovation Ethical Consumption Environmental Management This cluster of papers explores the drivers, impacts, and implications of green consumer behavior, environmental innovation, and sustainable business practices. It delves into topics such as corporate environmental strategy, green marketing, ethical consumption, and the influence of stakeholders on sustainability practices. The research also investigates the relationship between consumer behavior and environmental management, aiming to understand the motivations and barriers to green consumption.
Flood Risk Assessment and Management Physical Sciences → Environmental Science → Global and Planetary Change	8	3	Environmental Science	Flood Risk Remote Sensing Climate Change Surface Water Mapping Flood Inundation Modeling Urban Flooding Risk Perception Hydrological Modeling Satellite Imagery Disaster Management This cluster of papers focuses on the assessment, mapping, and management of global flood risk, incorporating aspects such as remote sensing, climate change impacts, surface water mapping, flood inundation modeling, urban flooding, risk perception, hydrological modeling, satellite imagery, and disaster management.
Evolution and Genetic Dynamics Life Sciences → Biochemistry, Genetics and Molecular Biology → Genetics	8	1	Biochemistry, Genetics and Molecular Biology	Evolution Adaptation Mutation Genetic Dynamics Natural Selection Experimental Evolution Fitness Landscapes Population Genetics Microbial Evolution Host-Parasite Coevolution This cluster of papers explores the evolutionary dynamics of genetic adaptation and mutation, including topics such as experimental evolution, fitness landscapes, population genetics, microbial evolution, and host-parasite coevolution. It investigates the mechanisms and consequences of genetic changes in response to selective pressures, providing insights into the processes driving evolutionary change.
Aquatic Invertebrate Ecology and Behavior Physical Sciences → Environmental Science → Ecology	8	3	Environmental Science	Freshwater Mussels Invasive Species Ecosystem Engineering Biodiversity Loss Aquatic Invasions Unionoida Dreissenid Mussels Conservation Genetics Ecosystem Function Environmental Impacts This cluster of papers focuses on the ecological impact of freshwater mussels, particularly the invasive species, on aquatic ecosystems. It covers topics such as biodiversity loss, ecosystem engineering, conservation genetics, and the environmental impacts of unionoida and dreissenid mussels.
Water Governance and Infrastructure Social Sciences → Social Sciences → Political Science and International Relations	8	2	Social Sciences	Hydrosocial Cycle Water Privatization Urban Political Ecology Infrastructure Governance Water Justice Neoliberalism and Nature Resource Geographies Hydro-Social Analysis Logistics and Water Supply Environmental Governance This cluster of papers explores the intricate politics, poetics, and governance of water infrastructure, delving into issues such as water privatization, urban political ecology, neoliberalism's impact on nature, water justice, and the hydrosocial cycle. It examines the complexities of resource geographies, logistics in water supply, and the socio-environmental implications of infrastructure governance.
Water-Energy-Food Nexus Studies Physical Sciences → Environmental Science → Water Science and Technology	8	3	Environmental Science	Nexus Water Energy Food Sustainability Climate Change Integrated Modeling Resource Management Policy Interdisciplinary Approach This cluster of papers explores the interconnectedness of water, energy, and food resources, with a focus on integrated modeling, sustainability, and the impact of climate change. It addresses the challenges and opportunities in managing these essential resources through an interdisciplinary approach, aiming to inform policy and decision-making for sustainable resource management.
Southeast Asian Sociopolitical Studies Social Sciences → Social Sciences → Political Science and International Relations	8	2	Social Sciences	Thailand Laos Political Movements Ethnic Identity Democracy Economic Development Social Resistance Cultural Politics Hydropower Projects Borderlands This cluster of papers explores the complex political, social, and economic dynamics in Southeast Asia, with a focus on Thailand and Laos. It delves into topics such as political movements, ethnic identity, democracy, economic development, social resistance, cultural politics, hydropower projects, and borderlands.
Socioeconomic Development in Asia Social Sciences → Social Sciences → Sociology and Political Science	8	2	Social Sciences	Singapore multiculturalism authoritarianism education policy globalization citizenship education ethnic diversity state intervention cultural identity social cohesion This cluster of papers explores the intersection of multiculturalism, authoritarianism, and social control in Singapore. It delves into the country's education policy, state intervention, and the impact of globalization on cultural identity and social cohesion.
Food Industry and Aquatic Biology Life Sciences → Agricultural and Biological Sciences → Food Science	8	1	Agricultural and Biological Sciences	Food Security Nutrition Climate Change Functional Foods Agricultural Development Fisheries Management Micronutrients Biological Resources Sustainable Development Economic Implications This cluster of papers covers a wide range of topics related to food security, nutrition, and sustainable development. It includes research on the impact of climate change on food production, the development of functional foods, fisheries management, micronutrient deficiencies, and economic implications of agricultural policies. The papers also address issues such as the use of by-products in food production, assessment of bioavailability of minerals, and the role of innovative technologies in improving food quality and safety.
Archaeology and ancient environmental studies Physical Sciences → Earth and Planetary Sciences → Paleontology	7	3	Earth and Planetary Sciences	Radiocarbon Dating Agricultural Origins Isotopic Analysis Domestication Studies Archaeological Residue Analysis Stable Isotope Analysis Carbon Cycle Dynamics Strontium Isotopes Neolithic Transition Ancient Agriculture This cluster of papers focuses on radiocarbon dating, isotopic analysis, and agricultural origins research. It covers topics such as the development of radiocarbon calibration curves, domestication and early agriculture, nitrogen isotopes in archaeology, and the impact of climate change on agricultural practices. The papers also delve into the use of stable isotopes for reconstructing ancient diets, tracking human and animal mobility, and understanding the origins of plant cultivation.
Microbial Natural Products and Biosynthesis Health Sciences → Medicine → Pharmacology	7	4	Medicine	Natural Products Drug Discovery Secondary Metabolites Antibiotics Microbial Metabolites Genome Sequencing Endophytic Fungi Marine Natural Products Nonribosomal Peptides Polyketide Biosynthesis This cluster of papers focuses on the exploration of natural products, particularly from microbial sources, as potential sources of new drugs. It covers various aspects such as genome sequencing, biosynthetic gene clusters, secondary metabolites, and their role in drug discovery. The cluster also emphasizes the significance of marine natural products and the potential of endophytic fungi in providing bioactive compounds for pharmaceutical applications.
Plant Water Relations and Carbon Dynamics Physical Sciences → Environmental Science → Global and Planetary Change	7	3	Environmental Science	Drought Tree Mortality Climate Change Ecosystem Resilience Evapotranspiration Carbon Balance Hydraulic Conductance Stomatal Response Global Vegetation Models Eddy Covariance This cluster of papers explores the impact of drought and heat-induced tree mortality on global forests, highlighting emerging climate change risks. It delves into mechanisms of plant survival and mortality during drought, ecosystem dynamics, carbon cycling, and the role of stomata in driving environmental change. The research also evaluates the vulnerability of forests to drought, the global distribution of terrestrial carbon dioxide uptake, and the implications of widespread tree mortality triggered by climate stress.
Migration and Labor Dynamics Social Sciences → Social Sciences → Sociology and Political Science	7	2	Social Sciences	Immigration Remittances Labor Market Network Effects Transnational Families Human Capital Gender and Migration Social Networks Brain Drain Globalization This cluster of papers explores the complex dynamics of migration networks, including the impacts of immigration on labor markets, the role of remittances in development, the formation and influence of transnational families, and the effects of brain drain. It also delves into topics such as social networks, human capital, gender aspects of migration, and the broader implications of globalization.
Pleistocene-Era Hominins and Archaeology Social Sciences → Social Sciences → Anthropology	7	2	Social Sciences	Hominin Genetics Paleolithic Archaeology Modern Human Origins Neanderthal Genome Early Hominid Fossils Pleistocene Extinctions Stone Tool Technology Ancient Human Behavior Cultural Innovation Genomic History This cluster of papers explores the genetic, archaeological, and paleontological evidence related to human evolution, including the origins of modern humans, Neanderthals, and Denisovans. It also delves into the behavioral modernity of early humans, stone tool technology, and the environmental factors influencing Pleistocene extinctions.
Soil erosion and sediment transport Life Sciences → Agricultural and Biological Sciences → Soil Science	7	1	Agricultural and Biological Sciences	Soil Erosion Agricultural Sustainability Land Use Change Sediment Transport Models Ecohydrological Processes Soil Degradation Runoff and Erosion Global Carbon Budget Suspended Sediments Gully Erosion This cluster of papers focuses on the impact of soil erosion on agricultural sustainability, land use change, sediment transport models, ecohydrological processes, soil degradation, runoff and erosion, the global carbon budget, suspended sediments, and gully erosion. It addresses the challenges and implications of soil erosion for environmental change and human security in various regions around the world.
Insect Resistance and Genetics Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	7	1	Biochemistry, Genetics and Molecular Biology	Bacillus thuringiensis RNA interference Insecticide resistance P450 enzymes Transgenic crops Mode of action Plant-insect interactions Environmental impact Evolutionary ecology Double-stranded RNA This cluster of papers explores the molecular mechanisms and evolutionary ecology of insect resistance to synthetic and natural xenobiotics, with a focus on Bacillus thuringiensis toxins, RNA interference, P450 enzymes, and the environmental impact of transgenic crops. It covers topics such as mode of action, plant-insect interactions, and the development of insecticide resistance in agricultural pests.
Asian Studies and History Social Sciences → Social Sciences → Sociology and Political Science	7	2	Social Sciences	Indonesia democratization decentralization political Islam ethnic tensions civil society religious nationalism gender equality corruption economic development This cluster of papers focuses on the democratization and decentralization processes in Indonesia, addressing topics such as political Islam, ethnic tensions, civil society, religious nationalism, gender equality, corruption, and economic development. It explores the complex interplay between democracy, governance, and societal dynamics in the Indonesian context.
Geographies of human-animal interactions Social Sciences → Social Sciences → Geography, Planning and Development	7	2	Social Sciences	Affect Geography Multispecies Ethnography Emotion Space Materiality Ethics Biopolitics Non-representational Anthropocene This cluster of papers explores the intersection of affect, geography, and multispecies ethnography, delving into the emotional and spatial dimensions of human-animal relations, materiality, and biopolitics. It investigates non-representational approaches to understanding space, ethics, and the impact of the Anthropocene on naturecultures.
Complex Systems and Decision Making Social Sciences → Decision Sciences → Management Science and Operations Research	7	2	Decision Sciences	System Dynamics Soft Systems Methodology Problem Structuring Methods Complex Systems Modeling Decision Making Feedback Loops Sustainability Operational Research Group Model Building This cluster of papers revolves around the application of system dynamics and related methodologies in modeling complex systems, decision making, and sustainability. It covers topics such as soft systems methodology, problem structuring methods, feedback loops, operational research, and group model building.
Natural Resources and Economic Development Social Sciences → Economics, Econometrics and Finance → General Economics, Econometrics and Finance	7	2	Economics, Econometrics and Finance	Natural Resources Resource Curse Political Economy Oil Wealth Corruption Democracy Institutions Economic Development Rent Seeking Transparency This cluster of papers explores the phenomenon of resource curse, focusing on the impact of natural resource abundance, particularly oil, on political institutions, economic development, corruption, and democracy. It delves into the intricate relationship between resource wealth, governance, and societal well-being, offering insights into the challenges and complexities associated with managing and harnessing natural resources for sustainable development.
Marine Toxins and Detection Methods Physical Sciences → Environmental Science → Environmental Chemistry	7	3	Environmental Science	Harmful Algal Blooms Marine Toxins Dinoflagellates Shellfish Poisoning Neurotoxins Ciguatera Saxitoxin Domoic Acid Tetrodotoxin Public Health This cluster of papers focuses on the study of harmful algal blooms, particularly the production and effects of marine toxins produced by dinoflagellates. It covers a wide range of topics including shellfish poisoning, neurotoxins such as saxitoxin and tetrodotoxin, ciguatera, domoic acid toxicity, and the public health implications of these marine toxins.
Karst Systems and Hydrogeology Physical Sciences → Earth and Planetary Sciences → Earth-Surface Processes	7	3	Earth and Planetary Sciences	Karst Groundwater Hydrogeology Geohazards Modeling Cave Aquifer Rocky Desertification Sinkhole Geochemistry This cluster of papers focuses on the hydrogeological characteristics, geohazards, and environmental impacts associated with karst landscapes. It covers topics such as groundwater modeling, cave hydrogeology, rocky desertification, sinkhole hazards, and geochemical processes in karst aquifers.
Polar Research and Ecology Physical Sciences → Environmental Science → Ecology	7	3	Environmental Science	Antarctic microorganisms biodiversity permafrost glaciers psychrophiles climate change ecology biogeography extremophiles This cluster of papers focuses on the microbial diversity, adaptation, and ecological roles of microorganisms in Antarctic ecosystems, including permafrost, glaciers, and extreme cold environments. It explores the impact of climate change on Antarctic microbiota and the biogeographical distribution of extremophiles. The research covers a wide range of topics such as psychrophilic lifestyles, biodiversity, and the influence of human activities on Antarctic environments.
Culture, Economy, and Development Studies Social Sciences → Social Sciences → Demography	7	2	Social Sciences	Culture Institutions Economic Development Ethnic Diversity Religion Colonial Legacy Social Capital Trust Human Capital Historical Impact This cluster of papers explores the influence of culture, institutions, and historical legacies on economic and social development. It delves into topics such as the impact of ethnic diversity, religion, colonial legacy, and social capital on economic growth, trust, and human capital formation. The role of cultural norms, language, and historical experiences in shaping institutions and development outcomes is a central theme.
Interdisciplinary Research and Collaboration Social Sciences → Decision Sciences → Information Systems and Management	7	2	Decision Sciences	Interdisciplinary Research Team Science Transdisciplinarity Collaboration Education Evaluation Funding Philosophical Dialogue Health Research Barriers and Strategies This cluster of papers explores the theory, practice, and challenges of interdisciplinary research, team science, and transdisciplinarity. It covers topics such as evaluation, funding, collaboration, education, and the role of philosophical dialogue in fostering collaborative science. The papers also delve into the barriers and strategies for successful interdisciplinary research in various fields, including health research.
Biocrusts and Microbial Ecology Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	7	1	Agricultural and Biological Sciences	Biological Soil Crusts Cyanobacteria UV Protection Desiccation Tolerance Microbial Diversity Carbon and Nitrogen Cycling Ecosystem Functioning Soil Stability Hydrological Processes Global Change This cluster of papers explores the role of biological soil crusts, particularly focusing on cyanobacteria, in influencing carbon and nitrogen cycles, providing UV protection, exhibiting desiccation tolerance, contributing to microbial diversity, stabilizing soil, impacting hydrological processes, and influencing ecosystem functioning in the context of global change.
Fisheries and Aquaculture Studies Life Sciences → Agricultural and Biological Sciences → General Agricultural and Biological Sciences	7	1	Agricultural and Biological Sciences	Agriculture Water Management Resource Sustainability Food Security Rural Livelihoods Fisheries Watershed Management Smallholder Farming Technology Adoption Environmental Impact This cluster of papers covers a wide range of topics related to sustainable agricultural development, resource management, and rural livelihoods. It includes discussions on water management, food security, fisheries, watershed management, smallholder farming, technology adoption, and environmental impact in the context of developing countries. The papers emphasize the challenges and opportunities for improving agricultural productivity, ensuring water sustainability, and enhancing the livelihoods of rural communities.
Environmental and Cultural Studies in Latin America and Beyond Physical Sciences → Environmental Science → Ecology	7	3	Environmental Science	Earth Stewardship Biocultural Conservation Environmental Ethics Long-Term Ecological Research Biocultural Homogenization Mount St. Helens Transdisciplinary Research Climate Change Impacts Socioecological Transformation Indigenous Knowledge This cluster of papers focuses on the integration of ecology and environmental ethics to promote earth stewardship, with an emphasis on biocultural conservation, long-term ecological research, and addressing the impacts of climate change. It explores the concept of biocultural homogenization and advocates for transdisciplinary research approaches that incorporate indigenous knowledge for socioecological transformation.
Genomics and Phylogenetic Studies Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	6	1	Biochemistry, Genetics and Molecular Biology	RNA-seq sequence alignment phylogenetic analysis genome annotation transcript quantification metagenomics assembly sequence variation phylogenetic tree functional genomics quality assessment This cluster of papers focuses on the statistical analysis, alignment, and annotation of RNA sequencing data, including methods for transcript quantification, phylogenetic analysis, genome assembly, and quality assessment in functional genomics. It also covers tools for sequence variation analysis and metagenomics assembly.
earthquake and tectonic studies Physical Sciences → Earth and Planetary Sciences → Geophysics	6	3	Earth and Planetary Sciences	Earthquakes Subduction Plate Boundaries Fault Zones Seismic Deformation Tectonic Motion Geodetic Measurements Seismic Hazard Slow Slip Events Frictional Properties This cluster of papers focuses on the study of seismic activity, tectonic plate interactions, and the geodetic measurements used to understand earthquake mechanisms, fault zones, subduction processes, and seismic hazard assessment. It covers topics such as slow slip events, fault frictional properties, seismic deformation, and the impact of geodetic measurements on understanding tectonic motion.
Climate change impacts on agriculture Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	6	1	Agricultural and Biological Sciences	Climate Change Agriculture Adaptation Food Security Vulnerability Crop Production Sustainability Global Warming Water Management Extreme Weather This cluster of papers focuses on the challenges and strategies for adapting agriculture to climate change, with an emphasis on ensuring food security, managing vulnerability, and sustaining crop production. The research covers topics such as climate change impacts on global food security, adaptation methods for agricultural systems, vulnerability analysis, sustainable intensification, and the effects of extreme weather events on crop yields.
Algal biology and biofuel production Physical Sciences → Energy → Renewable Energy, Sustainability and the Environment	6	3	Energy	Biodiesel Microalgae Biofuels Production Harvesting Genome Analysis Nutrient Removal Lipid Accumulation Photobioreactors Sustainable Industry This cluster of papers focuses on the use of microalgae as a sustainable source for biofuels production, including biodiesel. It covers various aspects such as genome analysis, lipid accumulation, nutrient removal, and the use of photobioreactors for mass cultivation. The research also explores the potential commercial applications and the challenges in commercialization of algal biofuels.
Fire effects on ecosystems Physical Sciences → Environmental Science → Global and Planetary Change	6	3	Environmental Science	Climate Change Forest Fires Wildfire Activity Global Emissions Fire Regimes Boreal Forests Soil Properties Ecosystem Resilience Carbon Loss Remote Sensing This cluster of papers explores the impact of climate change on forest wildfires, including the increase in wildfire activity, global fire emissions, fire regimes, and the resilience of ecosystems. It also delves into the effects of wildfires on soil properties, carbon loss, and the use of remote sensing for monitoring and assessment.
Wastewater Treatment and Nitrogen Removal Physical Sciences → Environmental Science → Pollution	6	3	Environmental Science	Nitrogen-Cycling Network Anammox Bacteria Extracellular Polymeric Substances Nitrifying Bacteria Denitrifying Bacteria Biological Phosphorus Removal Activated Sludge Wastewater Treatment Nitrous Oxide Emission Anaerobic Ammonium Oxidation This cluster of papers focuses on the microbial nitrogen cycle in biological wastewater treatment systems, including the roles of nitrifying and denitrifying bacteria, anammox bacteria, and extracellular polymeric substances. It covers topics such as complete nitrification, partial nitritation/anammox, biological phosphorus removal, and nitrous oxide emission during wastewater treatment.
Groundwater flow and contamination studies Physical Sciences → Environmental Science → Environmental Engineering	6	3	Environmental Science	Groundwater Flow Transport Modeling Fractured Geological Media Hydraulic Tomography Surface Water Interactions Non-Fickian Transport Geological Heterogeneity Reactive Transport Streambed Temperatures Inverse Modeling This cluster of papers focuses on the modeling and analysis of groundwater flow and transport, with an emphasis on fractured geological media, surface water interactions, non-Fickian transport behavior, and the use of innovative techniques such as hydraulic tomography and distributed temperature sensing. The papers also cover topics related to reactive transport, geological heterogeneity, and inverse modeling for characterizing groundwater systems.
3D Surveying and Cultural Heritage Physical Sciences → Earth and Planetary Sciences → Geology	6	3	Earth and Planetary Sciences	Photogrammetry UAV Terrestrial Laser Scanning Structure from Motion Geospatial Applications Digital Heritage Point Clouds 3D Reconstruction Cultural Heritage Remote Sensing This cluster of papers explores the advancements in 3D geospatial modelling techniques, including photogrammetry, UAV and terrestrial laser scanning, structure from motion, and their applications in geoscience, cultural heritage, and remote sensing. The focus is on accurate 3D reconstruction, point cloud generation, and digital preservation of natural and cultural heritage sites.
Calcium Carbonate Crystallization and Inhibition Physical Sciences → Materials Science → Biomaterials	6	3	Materials Science	Biomineralization Bioinspired Materials Nanocomposites Crystallization Mechanical Properties Nanoscale Structure Hierarchical Materials Calcium Carbonate Nacre Biomimetic Design This cluster of papers explores the field of bioinspired structural materials and biomineralization, focusing on topics such as nanocomposites, crystallization, mechanical properties, hierarchical materials, calcium carbonate, nacre, and biomimetic design.
Global trade, sustainability, and social impact Social Sciences → Business, Management and Accounting → Strategy and Management	6	2	Business, Management and Accounting	Global Value Chains Production Networks Private Governance Standards Upgrading Labor Conditions Sustainability Certification Schemes Supply Chain Networks Fair Trade This cluster of papers focuses on the governance, dynamics, and impacts of global value chains and production networks, with an emphasis on private governance, standards, upgrading, labor conditions, sustainability, certification schemes, and fair trade. It explores the interactions between state and non-state actors in regulating economic activities across global supply chain networks.
Land Rights and Reforms Life Sciences → Agricultural and Biological Sciences → Soil Science	6	1	Agricultural and Biological Sciences	Land Tenure Property Rights Agricultural Investment Gender Inequality Rural Development Customary Tenure Land Fragmentation Tenure Security Legal Pluralism Land Reform This cluster of papers explores the complex dynamics of land tenure, property rights, and their impact on agricultural investment, gender inequality, and rural development. It delves into issues such as customary tenure, land fragmentation, tenure security, legal pluralism, and the implications of land reform in various regions.
Geochemistry and Geologic Mapping Physical Sciences → Computer Science → Artificial Intelligence	6	3	Computer Science	Machine Learning Mineral Prospectivity Remote Sensing Compositional Data Analysis Geological Mapping Hyperspectral Imaging Support Vector Machines Fractal Modeling Geochemical Anomalies Lithological Mapping This cluster of papers focuses on the application of machine learning, remote sensing, and compositional data analysis techniques for mineral prospectivity mapping. It explores the use of advanced technologies such as ASTER and hyperspectral imaging to identify geological features, geochemical anomalies, and hydrothermal alterations associated with mineralization. The cluster also delves into the challenges and opportunities in using support vector machines, fractal modeling, and statistical analysis for predicting undiscovered mineral deposits.
Rangeland Management and Livestock Ecology Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	6	3	Environmental Science	Rangeland Degradation Pastoralists Livelihoods Ecological Knowledge Climate Change Sustainability Land Management Grassland Herders Adaptation This cluster of papers explores the impact of rangeland degradation on pastoral livelihoods, focusing on the causes, consequences, and management strategies. It delves into topics such as the role of ecological knowledge, climate change adaptation, sustainable land management, and the implications for the sustainability of pastoral communities.
Social Acceptance of Renewable Energy Social Sciences → Social Sciences → Sociology and Political Science	6	2	Social Sciences	Renewable Energy Social Acceptance Public Perception Wind Power Community Attitudes Energy Technology Place Attachment NIMBYism Public Opinion Sustainable Energy This cluster of papers explores the social acceptance of renewable energy innovation, focusing on public perceptions, community attitudes, and the role of place attachment in the context of wind power and other sustainable energy technologies. It discusses factors influencing acceptance, such as NIMBYism, equity, fairness, and the impact on local communities. The research also delves into the societal and economic implications of renewable energy deployment.
Wildlife-Road Interactions and Conservation Physical Sciences → Environmental Science → Ecology	6	3	Environmental Science	Road Ecology Habitat Connectivity Wildlife Mortality Landscape Fragmentation Conservation Planning Graph Theory Mitigation Measures Population Connectivity Spatial Patterns Environmental Impact This cluster of papers focuses on the ecological effects of roads on wildlife, including habitat connectivity, wildlife mortality, landscape fragmentation, and conservation planning. It explores the use of graph theory and spatial analysis to understand population connectivity, assess environmental impact, and develop mitigation measures to reduce the negative effects of roads on wildlife populations.
Amazonian Archaeology and Ethnohistory Social Sciences → Arts and Humanities → History	6	2	Arts and Humanities	Amazonia historical ecology pre-Columbian landscape management anthropogenic soils plant domestication cultural landscapes forest composition agrobiodiversity indigenous practices This cluster of papers explores the historical ecology of Amazonian landscapes, focusing on pre-Columbian human impact, plant domestication, landscape management, and the formation of anthropogenic soils. It investigates the long-term interactions between human cultures and the Amazonian environment, highlighting the influence of indigenous practices on forest composition, agrobiodiversity, and cultural landscapes.
Geological and Tectonic Studies in Latin America Physical Sciences → Earth and Planetary Sciences → Geophysics	6	3	Earth and Planetary Sciences	Andean Geodynamics Caribbean Plate Boundary Subduction Tectonic Evolution Crustal Deformation Foreland Basin Plate Kinematics Orogenic Wedge Seismicity Detrital Zircon This cluster of papers focuses on the geodynamic processes, tectonic evolution, and crustal deformation in the Northern Andes and Caribbean region. It covers topics such as subduction, plate kinematics, foreland basin development, orogenic wedge advance, and seismicity. The research also explores the role of detrital zircon in understanding sedimentation patterns and provides insights into the geological history of the area.
Marine and Offshore Engineering Studies Physical Sciences → Engineering → Ocean Engineering	6	3	Engineering	Ship Recycling Offshore Decommissioning Environmental Impact Marine Pollution Regulations Bangladesh India Oil and Gas Industry Sustainability Economic Analysis This cluster of papers focuses on the environmental, economic, and regulatory aspects of ship recycling and offshore decommissioning, with a particular emphasis on the shipbreaking industry in Bangladesh and India. It addresses issues such as marine pollution, heavy metal contamination, ecological conflicts, waste management, legal regulations, and sustainability challenges. The cluster also delves into the economic analysis of end-of-life ships and the offshore oil and gas industry.
Climate Change Policy and Economics Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	5	2	Economics, Econometrics and Finance	Climate Change Economic Impacts Greenhouse Gas Emissions Policy Instruments Carbon Pricing Socioeconomic Pathways Energy Transition Global Warming Mitigation Strategies Environmental Policy This cluster of papers focuses on the economic implications of climate change policies, including the impacts of greenhouse gas emissions, energy transition, and mitigation strategies. It explores various policy instruments such as carbon pricing and examines the socioeconomic pathways related to climate change. The research also delves into the potential global warming effects and the assessment of different environmental policies.
Parasites and Host Interactions Life Sciences → Immunology and Microbiology → Parasitology	5	1	Immunology and Microbiology	Helminth Infections Schistosomiasis Soil-Transmitted Helminths Neglected Tropical Diseases Immunomodulation Parasite Control Disease Burden Praziquantel Immune Regulation Global Epidemiology This cluster of papers focuses on the global impact, epidemiology, control strategies, and immune responses related to helminth infections, with a specific emphasis on schistosomiasis and soil-transmitted helminths. The papers cover topics such as disease burden, neglected tropical diseases, immunomodulation by parasites, and the use of praziquantel for treatment.
Arsenic contamination and mitigation Physical Sciences → Environmental Science → Environmental Chemistry	5	3	Environmental Science	Arsenic Water Contamination Groundwater Toxicity Removal Speciation Health Effects Rice Adsorption This cluster of papers focuses on the occurrence, behavior, toxicity, and remediation of arsenic in natural waters, with a particular emphasis on groundwater contamination. It covers topics such as arsenic speciation, health effects, plant uptake, adsorption mechanisms, and the development of removal techniques.
Heavy Metal Exposure and Toxicity Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis	5	3	Environmental Science	Metal Toxicity Oxidative Stress Lead Exposure Cadmium Carcinogenesis Neurodevelopmental Effects Environmental Health Manganese Neurotoxicity Heavy Metal Poisoning Chelation Therapy Biomonitoring This cluster of papers explores the impact of metal-induced oxidative stress on human health, with a focus on lead and cadmium exposure, neurodevelopmental effects, carcinogenic potential, chelation therapy, and biomonitoring. It delves into the mechanisms of toxicity, oxidative damage, and the potential role of antioxidants in mitigating the adverse effects of metal exposure.
Paleontology and Evolutionary Biology Physical Sciences → Earth and Planetary Sciences → Paleontology	5	3	Earth and Planetary Sciences	Dinosaur Evolution Phylogenetic Analysis Paleontology Birds Sauropod Theropoda Fossil Morphology Cretaceous This cluster of papers explores the evolutionary history, diversity, and phylogenetic analysis of dinosaurs, including birds, sauropods, theropods, and other related taxa. It covers topics such as fossil discoveries, morphological studies, molecular phylogeny, and the ecological and environmental context of dinosaur evolution.
Hydrology and Drought Analysis Physical Sciences → Environmental Science → Global and Planetary Change	5	3	Environmental Science	Drought Monitoring Global Warming Hydrological Indices Remote Sensing Climate Change Evapotranspiration Severity Frequency This cluster of papers focuses on the monitoring, assessment, and impacts of drought at a global scale. It covers various aspects such as the development of drought indices, the influence of global warming and climate change on drought severity and frequency, hydrological implications, remote sensing techniques for drought monitoring, and the use of evapotranspiration data. The research also delves into the challenges and future directions in drought assessment.
Agriculture Sustainability and Environmental Impact Physical Sciences → Environmental Science → Ecology	5	3	Environmental Science	Sustainable Diets Environmental Impact Food Systems Climate Change Livestock Production Health Effects Plant-Based Diets Greenhouse Gas Emissions Dietary Choices Global Food System This cluster of papers explores the intersection of sustainable diets, environmental impact, and global food systems. It delves into the effects of food choices on climate change, livestock production, and health, emphasizing the potential of plant-based diets to mitigate greenhouse gas emissions and reduce environmental footprint. The research also addresses the challenges and opportunities in transitioning towards more sustainable dietary patterns within the context of a rapidly changing global food system.
Fecal contamination and water quality Physical Sciences → Environmental Science → Water Science and Technology	5	3	Environmental Science	Waterborne Disease Pathogen Transport Fecal Contamination Microbial Source Tracking Colloid Filtration Theory Bacterial Pathogens Indicator Organisms Public Health Protection Groundwater Pollution Recreational Water Quality This cluster of papers focuses on waterborne disease outbreaks, fecal contamination, microbial source tracking, colloid filtration theory, transport of bacterial pathogens, indicator organisms, and public health protection related to water quality. It covers a wide range of topics including the impact of extreme weather events on waterborne diseases, detection and quantification of fecal pollution, survival and transport of pathogens in various environments, and the significance of microbial indicators for assessing recreational water quality.
Evolution and Paleontology Studies Physical Sciences → Earth and Planetary Sciences → Paleontology	5	3	Earth and Planetary Sciences	Mammal Evolution Phylogenetic Comparative Analysis Diversification Rates Adaptive Radiation Paleobiology Speciation and Extinction Biogeography Molecular Phylogeny Body Size Evolution Cenozoic Climatic Change This cluster of papers explores the evolutionary dynamics, diversification rates, and adaptive radiations of mammals and their ancestors. It delves into topics such as phylogenetic comparative analysis, speciation and extinction patterns, biogeography, molecular phylogeny, body size evolution, and the impact of Cenozoic climatic changes on mammalian evolution.
Behavioral Health and Interventions Social Sciences → Psychology → Applied Psychology	5	2	Psychology	Theory of Planned Behaviour Self-Regulation Behavior Change Techniques Ego Depletion Health Behavior Interventions Regulatory Focus Habit Formation Implementation Intentions Fear Appeals Meta-Analysis This cluster of papers explores theories and techniques related to behavior change, self-regulation, and the psychology of habit formation. It covers topics such as the Theory of Planned Behaviour, self-control, ego depletion, health behavior interventions, regulatory focus, implementation intentions, fear appeals, and meta-analytic reviews.
Transboundary Water Resource Management Social Sciences → Social Sciences → Sociology and Political Science	5	2	Social Sciences	Climate Change Conflict Water Resources Transboundary Water Security Drought Arid Regions International Cooperation Environmental Impact Resource Scarcity This cluster of papers explores the complex relationship between climate change, water resources, and conflict, particularly in arid regions. It delves into the impact of environmental degradation, drought, and transboundary water issues on human security and violent conflict. The papers also discuss international cooperation, resource scarcity, and the potential for climate-informed conflicts in the future.
Diatoms and Algae Research Physical Sciences → Materials Science → Biomaterials	5	3	Materials Science	Biomimetic Synthesis Peptide-Directed Materials Diatom Biomineralization Nanoparticle Assembly Silica Patterning Self-Assembly Nanostructured Materials Biological Templates Surface Functionalization Environmental Monitoring This cluster of papers explores the use of biomimetic principles, peptides, and biological templates for the synthesis, assembly, and patterning of nanomaterials. It focuses on diatom biomineralization, peptide-directed materials synthesis, self-assembly processes, and the application of nanotechnology in environmental monitoring.
Groundwater and Watershed Analysis Physical Sciences → Environmental Science → Environmental Engineering	5	3	Environmental Science	Groundwater Potential Remote Sensing GIS Machine Learning Models Morphometric Analysis Hydrological Analysis Artificial Recharge Multi-Criteria Decision Analysis Geospatial Technology Watershed Prioritization This cluster of papers focuses on the mapping and assessment of groundwater potential zones using a variety of techniques including remote sensing, GIS, machine learning models, morphometric analysis, and hydrological analysis. The studies also explore methods for artificial recharge, multi-criteria decision analysis, and watershed prioritization to support sustainable groundwater management.
Global Energy and Sustainability Research Physical Sciences → Energy → Renewable Energy, Sustainability and the Environment	5	3	Energy	EROI Fossil Fuels Renewable Energy Peak Oil Sustainability Energy Return on Investment Global Energy Oil Production Climate Change Energy Transition This cluster of papers explores the global energy transition, fossil fuel depletion, and the implications for society. It covers topics such as EROI, peak oil, renewable energy potential, and the role of energy in economic growth. The papers also discuss the challenges and opportunities associated with transitioning to sustainable energy sources amidst concerns about climate change and resource constraints.
Water Quality Monitoring Technologies Physical Sciences → Environmental Science → Water Science and Technology	5	3	Environmental Science	Water Quality Monitoring Aquaculture Sensor Networks IoT Computer Vision Fish Behavior Analysis Smart Sensors Wireless Monitoring Remote Sensing Environmental Monitoring This cluster of papers focuses on real-time monitoring of water quality, aquaculture management, and environmental sensing using advanced technologies such as sensor networks, IoT, and computer vision. The research covers topics including smart sensors, wireless monitoring, fish behavior analysis, and remote sensing for environmental monitoring.
Hydropower, Displacement, Environmental Impact Social Sciences → Social Sciences → Sociology and Political Science	5	2	Social Sciences	Resettlement Hydropower Social Impact Environmental Impact Displacement Development Sustainability Livelihoods China Policy This cluster of papers explores the social, environmental, and economic impacts of dam-induced displacement and resettlement, with a focus on hydropower projects. It discusses the challenges, risks, and opportunities associated with large dam construction, involuntary resettlement, and the long-term effects on communities and ecosystems.
scientometrics and bibliometrics research Social Sciences → Decision Sciences → Statistics, Probability and Uncertainty	4	2	Decision Sciences	Bibliometric Analysis Research Evaluation Scientific Impact Citation Networks Collaboration Patterns Open Access Publishing Social Impact Assessment Altmetrics Co-authorship Networks Interdisciplinary Research This cluster of papers focuses on bibliometric analysis, research evaluation, and the assessment of scientific impact. It covers topics such as citation networks, collaboration patterns, open access publishing, social impact assessment, altmetrics, co-authorship networks, and interdisciplinary research.
Neurobiology and Insect Physiology Research Life Sciences → Neuroscience → Cellular and Molecular Neuroscience	4	1	Neuroscience	Drosophila Neuroscience Genetics Olfactory System Insulin Signaling Ionotropic Receptors Memory Formation Behavioral Regulation Neuronal Circuits Metabolic Regulation This cluster of papers focuses on the neuroscience and genetics of Drosophila melanogaster, particularly its olfactory system, insulin signaling, ionotropic receptors, memory formation, behavioral regulation, neuronal circuits, and metabolic regulation. The research covers a wide range of topics related to the molecular, anatomical, and functional organization of the fruit fly's nervous system.
Environmental Impact and Sustainability Physical Sciences → Environmental Science → Environmental Engineering	4	3	Environmental Science	Life Cycle Assessment Environmental Impact Carbon Footprint Water Footprint Embodied Energy Input-Output Analysis Decomposition Analysis Sustainability Assessment Global Trade Greenhouse Gas Emissions This cluster of papers focuses on life cycle assessment (LCA) and environmental impact analysis, with a particular emphasis on carbon and water footprints, embodied energy, input-output analysis, decomposition analysis, and sustainability assessment. It explores the global trade implications, greenhouse gas emissions, and the challenges and opportunities for carbon neutrality in various regions. The papers also address the socioeconomic drivers of emissions and the potential impacts of industrial structure on energy consumption and CO2 emissions.
Microfinance and Financial Inclusion Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	4	2	Economics, Econometrics and Finance	Microfinance Empowerment Gender Equality Financial Inclusion Poverty Reduction Economic Development Women's Empowerment Access to Finance Social Capital Mobile Money This cluster of papers focuses on the intersection of microfinance, gender empowerment, and economic development. It explores the impact of microfinance on poverty reduction, financial inclusion, and women's empowerment, with a particular emphasis on access to finance, social capital, and the role of mobile money in promoting economic opportunities for the poor.
Metal Extraction and Bioleaching Physical Sciences → Engineering → Biomedical Engineering	4	3	Engineering	Bioleaching Microbial Communities Metal Recovery Sulfide Minerals Acid Mine Drainage Metallurgy Microbial Ecology Oxidation Mechanism Vanadium Extraction Sulfur Metabolism This cluster of papers focuses on biohydrometallurgical processes for extracting and recovering metals from ores and waste materials. It covers topics such as bioleaching, microbial communities in metal recovery, oxidation mechanisms of sulfide minerals, acid mine drainage, vanadium extraction, sulfur metabolism, and the application of microbial ecology in metallurgical processes.
International Development and Aid Social Sciences → Social Sciences → Development	4	2	Social Sciences	Foreign Aid Development Policies IMF Programs Aid Allocation Governance Poverty Reduction China-Africa Relations NGOs Conditionality Economic Growth This cluster of papers explores the complex relationship between foreign aid, development policies, and economic growth. It delves into topics such as the effectiveness of aid, the impact of IMF programs, aid allocation strategies, governance issues, poverty reduction efforts, China's engagement in Africa, the role of NGOs, and the concept of conditionality in aid distribution.
CO2 Sequestration and Geologic Interactions Physical Sciences → Environmental Science → Environmental Engineering	4	3	Environmental Science	CO2 Sequestration Geological Storage Carbon Capture Mineral Carbonation Geochemical Modeling Saline Aquifers Reactive Transport Caprock Integrity Deep Sedimentary Formations Weathering Rates This cluster of papers focuses on the geological storage of carbon dioxide (CO2) as a method for mitigating climate change. It covers topics such as CO2 sequestration, mineral carbonation, reactive transport modeling, caprock integrity, and the role of saline aquifers in storing CO2. The papers explore the potential of deep sedimentary formations for long-term storage and investigate the geochemical processes involved in CO2 capture and storage.
Climate change and permafrost Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	4	3	Earth and Planetary Sciences	Permafrost Arctic Climate Change Carbon Feedback Thawing Methane Emissions Tundra Vegetation Change Hydrology Ecosystem Response This cluster of papers focuses on the dynamics of Arctic permafrost in the context of climate change, including its impact on carbon feedback, methane emissions, vegetation change, and hydrology. The research covers a wide range of topics such as soil organic carbon pools, shrub expansion, tundra biome responses, and the vulnerability of high-latitude soil organic carbon.
Constructed Wetlands for Wastewater Treatment Physical Sciences → Environmental Science → Industrial and Manufacturing Engineering	4	3	Environmental Science	Constructed Wetlands Wastewater Treatment Nutrient Removal Microbial Processes Phosphorus Removal Plant Effects Subsurface Flow Systems Nitrogen Removal Hybrid Wetlands Treatment Efficiency This cluster of papers focuses on the application of constructed wetlands for the treatment of various types of wastewater. The research covers topics such as nutrient removal, microbial processes, phosphorus and nitrogen removal mechanisms, plant and microbial effects, and the efficiency of different wetland systems. It also includes reviews on the sustainability and development of constructed wetlands for wastewater treatment.
Forest Management and Policy Physical Sciences → Environmental Science → Global and Planetary Change	4	3	Environmental Science	Forest Carbon Sequestration Climate Change Impacts Sustainable Forest Management Economic Value Adaptive Management Biodiversity Conservation Private Forest Ownership Carbon Sinks Timber Production European Forestry This cluster of papers focuses on the impacts of climate change on forest carbon sequestration, sustainable forest management, and the economic value of European forests. It covers topics such as adaptive forest management, biodiversity conservation, private forest ownership, and the role of forests in mitigating climate change through carbon sinks.
Animal Ecology and Behavior Studies Physical Sciences → Environmental Science → Ecology	4	3	Environmental Science	Invasive Species Island Ecosystems Population Dynamics Rodent Eradication Mast Seeding Predator-Prey Interactions Climate Change Effects Conservation Biology Spatial Synchrony Ecosystem Restoration This cluster of papers explores the ecological impact of invasive species, particularly rodents, on island ecosystems. It covers topics such as population dynamics, mast seeding, predator-prey interactions, climate change effects, and the conservation gains from invasive species eradication on islands.
Research Data Management Practices Physical Sciences → Computer Science → Information Systems	4	3	Computer Science	Data Sharing Scientific Data Management Open Science Research Data Data Reuse Metadata Ecology Digital Repositories FAIR Principles Data Citation This cluster of papers revolves around the practices, challenges, and opportunities of data sharing and stewardship in scientific research. It covers topics such as open science, research data management, data reuse, metadata, ecology, digital repositories, FAIR principles, and data citation.
Qualitative Research Methods and Ethics Social Sciences → Social Sciences → Sociology and Political Science	4	2	Social Sciences	Reflexivity Ethics Qualitative Research Interpretative Phenomenological Analysis Interviewing Translation Positionality Fieldwork Anonymity Participant Observation This cluster of papers focuses on qualitative research methods and ethics, with an emphasis on reflexivity, interpretative phenomenological analysis, interviewing techniques, translation challenges, researcher positionality, fieldwork experiences, and the ethical considerations of anonymity and participant observation.
Sustainable Development and Environmental Policy Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	4	3	Environmental Science	Sustainability Indicators Environmental Sustainability Genuine Progress Indicator Economic Growth Natural Capital Weak and Strong Sustainability Global Genuine Progress Ecological Economics Inclusive Wealth Sustainability Assessment This cluster of papers focuses on the measurement and evaluation of sustainable development, covering topics such as sustainability indicators, environmental sustainability, genuine progress indicator, economic growth, natural capital, weak and strong sustainability, global genuine progress, ecological economics, inclusive wealth, and sustainability assessment.
Bird parasitology and diseases Life Sciences → Immunology and Microbiology → Parasitology	4	1	Immunology and Microbiology	Avian Malaria Haemosporidian Parasites Bird Hosts Vector-borne Diseases Host Specificity Parasite Diversity Molecular Phylogeny Pathogenic Effects Ectoparasites Climate Change Impacts This cluster of papers focuses on the study of avian malaria parasites, including Haemoproteus and Plasmodium, in bird hosts. It covers topics such as host specificity, vector-borne diseases, parasite diversity, molecular phylogeny, pathogenic effects on bird populations, interactions with ectoparasites, and the impacts of climate change on the prevalence and distribution of avian malaria.
Environmental and Social Impact Assessments Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	4	3	Environmental Science	Sustainability Assessment Environmental Impact Assessment Social Impact Assessment Strategic Environmental Assessment Health Impact Assessment Public Participation Integrated Assessment Cumulative Effects Assessment Policy Making Decision-Making Theory This cluster of papers focuses on the conceptualization, principles, and methodologies of sustainability assessment and impact evaluation, including environmental, social, health, and strategic dimensions. It explores the integration of assessment frameworks, public participation, and decision-making theory in the context of policy development and implementation.
Food Waste Reduction and Sustainability Life Sciences → Agricultural and Biological Sciences → Food Science	4	1	Agricultural and Biological Sciences	Food Waste Supply Chain Household Behavior Environmental Impact Waste Reduction Food Loss Packaging Sustainability Consumer Attitudes Global Impact This cluster of papers focuses on the quantification, management, and reduction of food waste across food supply chains, households, and consumer behaviors. It explores the environmental impacts of food waste, strategies for waste reduction, and the role of packaging in minimizing waste. The cluster also addresses the societal and economic implications of food waste, aiming to promote sustainable practices and policies.
Indigenous Studies and Ecology Health Sciences → Health Professions → General Health Professions	4	4	Health Professions	Arctic Indigenous Peoples climate change traditional knowledge food security nutrition transition community-based monitoring vulnerability Inuit Sami ecological knowledge This cluster of papers explores the health, well-being, and resilience of Arctic Indigenous Peoples, focusing on the impacts of climate change, traditional ecological knowledge, food security, and the nutrition transition. It highlights the vulnerability of communities such as the Inuit and Sami to environmental and social changes, and the importance of integrating traditional knowledge with scientific research for effective adaptation strategies.
Philippine History and Culture Social Sciences → Social Sciences → Anthropology	4	2	Social Sciences	Philippines Nationalism History Political Dynasties Colonialism Identity Democracy Culture Globalization Ethnicity This cluster of papers explores the complex history of Philippine nationalism, encompassing topics such as colonial legacies, political dynasties, identity formation, and the impact of globalization. It delves into the struggles for democracy, cultural representation, and the interplay between ethnicity and national identity.
Geological Modeling and Analysis Physical Sciences → Earth and Planetary Sciences → Geochemistry and Petrology	4	3	Earth and Planetary Sciences	Geological Modeling Uncertainty Analysis 3D Visualization Data Integration Structural Interpretation Geospatial Knowledge Stochastic Modeling Geological Mapping Hydrogeological Assessment GIS-based Modeling This cluster of papers focuses on geological modeling, uncertainty analysis, and visualization techniques in the field of geoscience. It explores methods for integrating multi-source data, addressing conceptual uncertainty, and incorporating stochastic modeling in 3D geological models. The papers also discuss the application of geological modeling in hydrogeological assessments and urban development, emphasizing the importance of accurate spatial representation and visualization of geological structures.
Geological Studies and Exploration Physical Sciences → Earth and Planetary Sciences → Geology	4	3	Earth and Planetary Sciences	Arctic geology tectonics petroleum sedimentary basins crustal structure seismic stratigraphy igneous province paleogeography continental margin This cluster of papers explores the geological evolution, tectonic history, and petroleum potential of the Arctic region, focusing on topics such as sedimentary basins, crustal structure, seismic stratigraphy, and igneous provinces. It covers a wide range of geological phenomena including paleogeography, continental margins, and tectonic models for the evolution of the Arctic.
Environmental Conservation and Management Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	4	3	Environmental Science	Biodiversity Offsets No Net Loss Ecological Compensation Mitigation Hierarchy Environmental Impact Assessment Habitat Banking Conservation Banking Ecosystem Services Markets Wetland Mitigation Corporate Biodiversity Accountability This cluster of papers explores the challenges and policy implications of biodiversity offsets, including topics such as no net loss, ecological compensation, mitigation hierarchy, habitat banking, and corporate biodiversity accountability. It discusses the effectiveness, implementation gap, and ethical considerations of biodiversity offsetting in various environmental contexts.
Tourism, Volunteerism, and Development Social Sciences → Social Sciences → Demography	4	2	Social Sciences	Volunteer Tourism Development Global Citizenship Social Justice Community Engagement Cross-Cultural Understanding Sustainability Ethical Challenges Motivations Neoliberalism This cluster of papers explores the complex intersection of volunteer tourism, global development, and social justice. It delves into the motivations, impacts, and ethical challenges associated with volunteer tourism, emphasizing the importance of fostering cross-cultural understanding, promoting sustainable practices, and critically examining the neoliberal dynamics at play. The papers also highlight the potential for volunteer tourism to contribute to global citizenship and community engagement while addressing issues of systemic inequality and post-colonial power dynamics.
Geological and Geochemical Analysis Physical Sciences → Earth and Planetary Sciences → Geophysics	3	3	Earth and Planetary Sciences	Zircon Geochronology Tectonics Granitic Rocks Isotopic Composition Subduction Zones Mantle Evolution Plate Tectonics Thermodynamic Modeling Continental Growth This cluster of papers focuses on the tectonic evolution and geochronological analysis of orogenic processes, with a particular emphasis on zircon geochemistry, isotopic composition, and thermodynamic modeling. It covers topics such as subduction zones, mantle evolution, plate tectonics, and the growth of continental crust.
Complex Network Analysis Techniques Physical Sciences → Physics and Astronomy → Statistical and Nonlinear Physics	3	3	Physics and Astronomy	Community Structure Network Dynamics Social Influence Scale-Free Networks Epidemic Spreading Centrality Measures Random Graphs Influence Maximization Small-World Networks Network Analysis This cluster of papers focuses on the statistical mechanics and dynamics of complex networks, exploring topics such as community structure, social influence, scale-free networks, epidemic spreading, centrality measures, random graphs, influence maximization, and small-world networks.
Gut microbiota and health Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	3	1	Biochemistry, Genetics and Molecular Biology	Gut Microbiota Microbial Communities Short-Chain Fatty Acids Metagenomic Analysis Host-Microbial Interactions Obesity-associated Microbiome Immune Responses Metabolic Health Inflammatory Diseases Dietary Impact This cluster of papers explores the diversity, function, and impact of the gut microbiome on human health, including its role in metabolic diseases, immune responses, and the effects of diet. It covers topics such as microbial communities, short-chain fatty acids, metagenomic analysis, host-microbial interactions, and the association of the gut microbiome with conditions like obesity and inflammatory diseases.
Epigenetics and DNA Methylation Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	3	1	Biochemistry, Genetics and Molecular Biology	DNA Methylation Histone Modification Epigenetic Reprogramming Cancer Epigenetics Transgenerational Inheritance Chromatin Structure TET Proteins Polycomb Complexes Environmental Epigenomics Epigenetic Therapy This cluster of papers explores the diverse mechanisms and functional implications of epigenetic modifications, including DNA methylation, histone modification, and chromatin remodeling. It delves into the role of these modifications in various biological processes such as cancer development, transgenerational inheritance, and environmental responses. Additionally, it discusses the potential applications of epigenetic therapy.
Decision-Making and Behavioral Economics Social Sciences → Decision Sciences → General Decision Sciences	3	2	Decision Sciences	Risk Aversion Decision Making Time Discounting Heuristic Emotion Cognitive Reflection Delay Discounting Prospect Theory Nudging Anchoring Effect This cluster of papers explores the intersection of psychology and economics, focusing on behavioral economics and decision making. It covers topics such as risk aversion, time discounting, heuristic decision making, the influence of emotion on choices, cognitive reflection, prospect theory, nudging, and the anchoring effect.
Amphibian and Reptile Biology Physical Sciences → Environmental Science → Global and Planetary Change	3	3	Environmental Science	Amphibian Declines Chytridiomycosis Climate Change Biodiversity Loss Pathogen Impact Habitat Fragmentation Species Extinction Phylogenetic Analysis Population Dynamics Conservation Biology This cluster of papers focuses on the global declines and extinctions of amphibian species, with a particular emphasis on the impact of chytridiomycosis, climate change, habitat fragmentation, and biodiversity loss. The papers cover topics such as pathogen impact, phylogenetic analysis, population dynamics, and conservation biology in the context of amphibian declines.
Salmonella and Campylobacter epidemiology Life Sciences → Agricultural and Biological Sciences → Food Science	3	1	Agricultural and Biological Sciences	Salmonella Campylobacter Foodborne Illness Epidemiology Antimicrobial Resistance Pathogenicity Genome Sequencing Public Health Infection Zoonotic Pathogens This cluster of papers focuses on the global burden, epidemiology, antimicrobial resistance, and pathogenicity of foodborne pathogens, particularly Salmonella and Campylobacter. It covers topics such as genome sequencing, public health implications, zoonotic transmission, and the challenges posed by these pathogens to human health.
Social Media and Politics Social Sciences → Social Sciences → Communication	3	2	Social Sciences	Social Media Digital Divide Political Participation Deliberative Democracy Online Communication Media Use Information Technology Civic Engagement Networked Individualism Internet Access This cluster of papers explores the impact of digital media, particularly social media, on public discourse, political participation, and the concept of deliberative democracy. It delves into topics such as the digital divide, online communication, civic engagement, and the role of information technology in shaping the public sphere.
Cryospheric studies and observations Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	3	3	Earth and Planetary Sciences	Glacier Climate Change Water Availability Ice Sheet Sea Level Rise Himalayas Antarctica Snow Cover Hydrology Remote Sensing This cluster of papers focuses on the impacts of climate change on glaciers, ice sheets, and water availability in regions such as the Himalayas and Antarctica. It explores topics such as glacier mass balance, sea level rise, snow cover monitoring, and hydrological responses to glacier melt.
biodegradable polymer synthesis and properties Physical Sciences → Materials Science → Biomaterials	3	3	Materials Science	Biodegradable Polymers Polylactic Acid Polyhydroxyalkanoates Sustainable Polymers Tissue Engineering Materials Ring-Opening Polymerization Biomedical Applications Nanocomposites Green Plastics Polyester Synthases This cluster of papers focuses on the development, synthesis, properties, and applications of biodegradable polymers such as polylactic acid (PLA) and polyhydroxyalkanoates. It covers topics including sustainable polymers, tissue engineering materials, ring-opening polymerization, biomedical applications, nanocomposites, and the production of green plastics.
Freshwater macroinvertebrate diversity and ecology Physical Sciences → Environmental Science → Ecology	3	3	Environmental Science	Stream Ecosystems Land Use Freshwater Biodiversity Aquatic Insects Ecosystem Functioning River Restoration Metacommunity Structure Macroinvertebrate Communities Nutrient Enrichment Biomonitoring This cluster of papers focuses on the influence of land use on stream ecosystems, covering topics such as freshwater biodiversity, aquatic insects, ecosystem functioning, river restoration, metacommunity structure, macroinvertebrate communities, nutrient enrichment, and biomonitoring. The papers explore the impacts of multiple stressors, climate change, drought, and urbanization on stream ecosystems, as well as the role of reference conditions in assessing ecological integrity.
Effects and risks of endocrine disrupting chemicals Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis	3	3	Environmental Science	Endocrine-Disrupting Chemicals Bisphenol A Phthalates Hormonal Activity Environmental Exposure Health Effects Reproductive Disorders Toxicity Testing Metabolic Disorders Human Biomonitoring This cluster of papers focuses on the impact of endocrine-disrupting chemicals, such as Bisphenol A and Phthalates, on human health. It covers a wide range of topics including hormonal activity, environmental exposure, reproductive disorders, toxicity testing, and metabolic disorders.
CRISPR and Genetic Engineering Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	3	1	Biochemistry, Genetics and Molecular Biology	Genome Engineering RNA-Guided Cas9 Nucleases Gene Editing CRISPR Systems Multiplex Genome Editing Off-Target Effects Bacterial Immunity Genetic Screening This cluster of papers focuses on the use of CRISPR-Cas systems for genome engineering, RNA-guided gene editing, and bacterial immunity. It covers topics such as Cas9 nucleases, off-target effects, multiplex genome editing, and genetic screening using CRISPR technology.
Radioactivity and Radon Measurements Health Sciences → Health Professions → Radiological and Ultrasound Technology	3	4	Health Professions	Ionizing Radiation Radon Lung Cancer Depleted Uranium Radioactivity Health Effects Environmental Impact Radionuclides Toxicity Exposure Pathways This cluster of papers explores the sources, effects, and health implications of ionizing radiation, with a focus on radon, depleted uranium, and natural radioactivity. It covers topics such as lung cancer risk, environmental impact, toxicity, exposure pathways, and the assessment of radiation hazards in various geological and industrial settings.
Ocean Waves and Remote Sensing Physical Sciences → Earth and Planetary Sciences → Oceanography	3	3	Earth and Planetary Sciences	Ocean Waves Wind Stress Wave Climate Rogue Waves Tropical Cyclones Wave Modeling Surface Turbulence Satellite Altimetry Langmuir Turbulence Air-Sea Interaction This cluster of papers explores the dynamics of ocean surface waves, their interaction with wind, and the associated phenomena such as rogue waves, tropical cyclones, and Langmuir turbulence. It covers topics such as wave modeling, wind stress, satellite altimetry, and the impact of surface waves on air-sea interaction.
Organic Food and Agriculture Life Sciences → Agricultural and Biological Sciences → Plant Science	3	1	Agricultural and Biological Sciences	Organic Agriculture Food Quality Consumer Perception Sustainability Labels Local Food Systems Biodiversity Environmental Impact Consumer Behavior Food Supply Chains Alternative Food Networks This cluster of papers focuses on the comparative analysis of organic agricultural practices, including their impact on food quality, consumer perception, sustainability labels, local food systems, biodiversity, environmental impact, and consumer behavior. The papers also explore the role of food supply chains and alternative food networks in the context of organic agriculture.
Enzyme-mediated dye degradation Life Sciences → Agricultural and Biological Sciences → Plant Science	3	1	Agricultural and Biological Sciences	Laccases Enzymatic Decolorization Fungal Genomes Azo Dyes Biodegradation Textile Wastewaters White-Rot Fungi Peroxidases Ligninolytic Enzymes Bioremediation This cluster of papers focuses on the enzymatic degradation of lignin and the bioremediation of textile wastewaters through processes such as laccases, peroxidases, and fungal genomes. It explores the decolorization and detoxification of synthetic dyes, the potential applications of oxidative enzymes, and the role of white-rot fungi in the treatment of industrial dye effluents.
Precipitation Measurement and Analysis Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	3	3	Earth and Planetary Sciences	Satellite Precipitation Estimation Validation Rainfall Gauge Radar Hydrological Modeling Global Measurement Spatial Interpolation This cluster of papers focuses on the estimation, validation, and improvement of satellite-based precipitation data using a variety of techniques including gauge and radar measurements, hydrological modeling, and spatial interpolation. It covers topics such as global measurement, rainfall estimation from satellite imagery, and the challenges of satellite rainfall estimation over complex terrain.
Social Capital and Networks Social Sciences → Social Sciences → Sociology and Political Science	3	2	Social Sciences	Social Capital Trust Community Networks Civic Engagement Inequality Diversity Civil Society Economic Development Social Cohesion This cluster of papers explores the concept of social capital, trust, and community networks, examining their implications for civic engagement, inequality, diversity, and economic development. It delves into the role of social capital in fostering social cohesion and building civil society, with a focus on the impact of trust on various aspects of community life.
Light effects on plants Life Sciences → Agricultural and Biological Sciences → Plant Science	3	1	Agricultural and Biological Sciences	Photoreceptors Signal Transduction Phytochromes Cryptochromes Light Regulation Plant Development UV-B Radiation Optogenetics Flavonoids Chloroplast Movement This cluster of papers focuses on the mechanisms and pathways involved in light signal transduction in plants, including the roles of photoreceptors such as phytochromes and cryptochromes, the regulation of plant development and growth by light, responses to UV-B radiation, and the application of optogenetics in studying plant signaling. Additionally, it explores the involvement of flavonoids and chloroplast movement in light-mediated processes.
Atmospheric Ozone and Climate Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	3	3	Earth and Planetary Sciences	Stratospheric Water Vapor Ozone Depletion Tropopause Layer Climate Impact Brewer-Dobson Circulation Atmospheric Composition Remote Sensing Instruments Chemical Transport Model Solar Cycle Influence Montreal Protocol This cluster of papers focuses on the study of stratospheric chemistry, with a particular emphasis on the impacts of ozone depletion, changes in stratospheric water vapor, and the influence of the Brewer-Dobson circulation on climate. It also covers the role of remote sensing instruments and chemical transport models in understanding atmospheric composition and climate impact. The cluster highlights the significance of the Montreal Protocol in protecting the ozone layer and addresses the influence of solar cycle variations on stratospheric chemistry.
Children's Rights and Participation Social Sciences → Social Sciences → Sociology and Political Science	3	2	Social Sciences	Children's Participation Research with Children Child Rights Youth Engagement Qualitative Methods Ethical Considerations Student Voice Social Research Youth Development Citizenship Education This cluster of papers focuses on the participation of children in research, policy, and decision-making processes. It explores various aspects such as children's rights, youth engagement, qualitative methods, ethical considerations, student voice, social research, and citizenship education.
Tree-ring climate responses Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	3	3	Earth and Planetary Sciences	Climate Change Tree Rings Temperature Variability Dendrochronology Global Warming Historical Climate Extreme Events Paleoclimatology Precipitation Variability Tree Line Shifts This cluster of papers explores the causes and impacts of climate change over the past millennia, focusing on temperature variability, tree ring analysis, historical climate reconstructions, extreme events, and precipitation variability. It encompasses studies on dendrochronology, global warming, and the shifting of tree lines in response to environmental changes.
Underwater Acoustics Research Physical Sciences → Earth and Planetary Sciences → Oceanography	3	3	Earth and Planetary Sciences	Seafloor Mapping Acoustic Techniques Habitat Classification Bathymetry Data Multibeam Sonar Machine Learning Geoacoustic Inversion Benthic Habitat Marine Sediments Underwater Acoustics This cluster of papers focuses on the use of multiscale acoustic and machine learning techniques for mapping and classifying the seafloor, including habitat classification, bathymetry data analysis, geoacoustic inversion, and the study of marine sediments. The research covers a wide range of topics related to underwater acoustics and the application of advanced technologies for understanding and visualizing the spatial ecology of the seafloor.
Wastewater Treatment and Reuse Physical Sciences → Environmental Science → Industrial and Manufacturing Engineering	3	3	Environmental Science	Wastewater Reuse Water Scarcity Sustainability Assessment Decentralized Treatment Resource Recovery Life Cycle Assessment Urban Water Management Soil and Plant Quality Public Perception Health and Environmental Implications This cluster of papers explores the various aspects of wastewater reuse, including its benefits, risks, and management practices. It covers topics such as decentralized treatment, resource recovery, sustainability assessment, urban water management, soil and plant quality parameters, public perception, and the health and environmental implications of wastewater irrigation. The research emphasizes the importance of addressing water scarcity through innovative approaches to wastewater reuse.
Protist diversity and phylogeny Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	3	1	Biochemistry, Genetics and Molecular Biology	Eukaryotic Microbes Microbial Diversity Evolutionary Origins Plastid Evolution Protist Taxonomy Genomic Diversity Marine Eukaryotes Phylogenetic Analysis Endosymbiotic Associations Environmental DNA Sequencing This cluster of papers explores the global diversity and evolutionary origins of microbial eukaryotes, with a focus on plastid evolution, protist taxonomy, and genomic diversity. It delves into the phylogenetic analysis of marine eukaryotes, endosymbiotic associations, and environmental DNA sequencing to uncover the complexity of eukaryotic microbial communities in various environments.
Mining and Resource Management Physical Sciences → Engineering → Building and Construction	3	3	Engineering	Sustainable Development Mining Industry Social License to Operate Environmental Impact Community Relations Artisanal Mining Corporate Social Responsibility Resource Conflict Indigenous Participation Globalization This cluster of papers focuses on the intersection of mining activities, sustainable development, and social responsibility. It explores topics such as the environmental impact of mining, community relations, artisanal mining, corporate social responsibility, resource conflicts, and the role of indigenous participation in the mining industry.
Participatory Visual Research Methods Social Sciences → Social Sciences → Sociology and Political Science	3	2	Social Sciences	Photovoice Participatory Action Research Visual Methodologies Youth Participation Community Engagement Ethical Considerations Arts-based Methods Qualitative Inquiry Empowerment Social Justice This cluster of papers focuses on the use of participatory visual research methods, such as Photovoice and graphic elicitation, in social science research. It explores the engagement of communities, ethical considerations, and empowerment through visual methodologies, emphasizing youth participation and social justice.
Fluoride Effects and Removal Physical Sciences → Environmental Science → Water Science and Technology	3	3	Environmental Science	Fluoride Drinking Water Defluoridation Adsorption Toxicity Groundwater Removal Health Effects Sorption Environmental Impact This cluster of papers focuses on the contamination of drinking water by fluoride and various methods for its removal, including adsorption and defluoridation. The papers cover topics such as fluoride toxicity, environmental impact, groundwater contamination, health effects, and the use of different materials and technologies for removing fluoride from water.
Urban and Rural Development Challenges Social Sciences → Social Sciences → Urban Studies	3	2	Social Sciences	Urban Poverty Slum Upgrading Housing Policy Informal Settlements Urbanization Land Tenure Sustainable Development Community Participation Health Equity Poverty Alleviation This cluster of papers explores the challenges and complexities of urban poverty, slum upgrading, housing policy, informal settlements, and sustainable development in developing countries. It delves into issues such as land tenure, community participation, health equity, and poverty alleviation within the context of rapid urbanization and its impact on marginalized populations.
Opinion Dynamics and Social Influence Physical Sciences → Physics and Astronomy → Statistical and Nonlinear Physics	3	3	Physics and Astronomy	Opinion Dynamics Social Influence Bounded Confidence Agent-Based Modeling Polarization Network Dynamics Consensus Formation Majority Rule Homophily Sociophysics This cluster of papers explores the statistical physics of opinion dynamics, focusing on social influence, bounded confidence, agent-based modeling, polarization, network dynamics, consensus formation, majority rule, homophily, and sociophysics.
Water Quality and Resources Studies Physical Sciences → Environmental Science → Water Science and Technology	3	3	Environmental Science	Water Quality Hydrogeology Groundwater Sediment Analysis Surface Water Statistical Methods Monitoring Environmental Impact Chemical Analysis Data Reporting This cluster of papers covers a wide range of topics related to water quality, hydrogeology, sediment analysis, and environmental impact assessment. It includes statistical methods for monitoring and analyzing water quality, as well as the use of various analytical techniques for chemical analysis. The papers also address the impact of human activities on water resources and provide guidelines for data reporting.
Heavy Metal Pollution Remediation Physical Sciences → Environmental Science → Water Science and Technology	3	3	Environmental Science	Water Quality Pollution Heavy Metals Xylitol Toxicity Environmental Management Aquatic Ecosystems Wastewater Treatment Bioecology Sampling Marine Biology Toxicology This cluster of papers covers a wide range of topics related to water quality and pollution, including the impact of heavy metals, xylitol toxicity in dogs, methods for sampling bioecology, wastewater management techniques, and the biodiversity of aquatic ecosystems. It also delves into the fields of marine biology, environmental management, and toxicology.
Innovation and Socioeconomic Development Social Sciences → Business, Management and Accounting → Business and International Management	3	2	Business, Management and Accounting	Frugal Innovation Emerging Markets Bottom of the Pyramid Inclusive Business Sustainability Poverty Alleviation Entrepreneurship Market Creation Social Impact Inclusive Innovation This cluster of papers focuses on frugal innovation, entrepreneurship, and market strategies in emerging markets, particularly targeting the bottom of the pyramid. It explores inclusive business models, sustainable development, and the role of innovation in poverty alleviation and social impact.
Animal Genetics and Reproduction Life Sciences → Biochemistry, Genetics and Molecular Biology → Genetics	3	1	Biochemistry, Genetics and Molecular Biology	Transgenic Animals Genetic Modification Biopharmaceutical Production Germ Cell Transfer Livestock Biotechnology Gene Expression Animal Welfare Aquaculture Genomic Integration Embryonic Stem Cells This cluster of papers explores the advancements in genetic modification and biopharmaceutical production using transgenic animals. It covers topics such as germ cell transfer, livestock biotechnology, gene expression, animal welfare, and the application of transgenesis in aquaculture. The research also delves into genomic integration and the use of embryonic stem cells in transgenic animal production.
Agriculture and Agroindustry Studies Life Sciences → Agricultural and Biological Sciences → General Agricultural and Biological Sciences	3	1	Agricultural and Biological Sciences	Agriculture Economic Development Supply Chain Management Sustainability Agribusiness Rural Economy Strategic Management Smallholder Farmers Market Integration Community Based Tourism This cluster of papers focuses on the role of agriculture in driving economic development, sustainability, and supply chain management. It covers topics such as agribusiness, rural economy, strategic management in agriculture, and the integration of agricultural markets. Additionally, it explores the impact of agriculture on smallholder farmers and community-based tourism.
Cruise Tourism Development and Management Social Sciences → Social Sciences → Transportation	3	2	Social Sciences	Cruise Tourism Environmental Impact Economic Contribution Sustainability Port Management Passenger Behavior COVID-19 Impact Destination Satisfaction Shore Excursions Marine Waste Management This cluster of papers explores various aspects of cruise tourism, including its environmental impact, economic contribution, sustainability, port management, passenger behavior, and the impact of COVID-19. It also delves into topics such as destination satisfaction, shore excursions, and marine waste management in the context of cruise tourism. The focus is primarily on the Caribbean region but extends to global perspectives on cruise tourism.
Q Methodology Applications Social Sciences → Decision Sciences → Management Science and Operations Research	3	2	Decision Sciences	Q Methodology Subjectivity Research Methods Qualitative Research Attitudes Perspectives Healthcare Environmental Sustainability Academic Performance Mixed Methods This cluster of papers revolves around the theory, method, and application of Q methodology in various research fields. It explores the subjective nature of attitudes and perspectives, particularly in healthcare, environmental sustainability, and academic performance. The papers also discuss the integration of Q methodology with qualitative and mixed methods research approaches.
International Science and Diplomacy Social Sciences → Social Sciences → Political Science and International Relations	3	2	Social Sciences	Science Diplomacy S&T Policies Foreign Affairs Innovation Diplomacy Research Infrastructures International Relations Global Collaboration Biomedical Research National Approaches Diplomatic Knowledge This cluster of papers explores the intersection of science, technology, and foreign affairs, with a focus on science diplomacy, national approaches to S&T policies, innovation diplomacy, and the impact of research infrastructures on international relations. It delves into the role of biomedical research, governance in networks, and the economic impact of technological procurement. The papers also discuss the challenges and opportunities in global collaboration and highlight the importance of diplomatic knowledge in shaping science and technology policies.
Earth Systems and Cosmic Evolution Physical Sciences → Earth and Planetary Sciences → Atmospheric Science	3	3	Earth and Planetary Sciences	Gaia Hypothesis Earth Systems Science Complex Adaptive Systems Environmental Regulation Planetary Self-Regulation Daisyworld Microbial Ecology Global Warming Biosphere Climate Change This cluster of papers explores the Gaia hypothesis, which proposes that the Earth is a self-regulating system involving complex interactions between the biosphere, atmosphere, hydrosphere, and lithosphere. It delves into topics such as planetary self-regulation, environmental regulation, microbial ecology, daisyworld modeling, and the impact of human activities on global warming and climate change.
Electrical and Electromagnetic Research Physical Sciences → Physics and Astronomy → Atomic and Molecular Physics, and Optics	3	3	Physics and Astronomy	Dielectric Physics Electrical Engineering Piezoelectricity Ferromagnetism Educational Settings Noble Metals Hydrogen Bonds Radio Technology Electret Analysis Semiconductor Science This cluster of papers focuses on the study of dielectric properties, including piezoelectricity, ferromagnetism, and the role of hydrogen bonds in crystals. It also explores applications in electrical engineering, semiconductor science, and educational settings. The cluster delves into topics such as noble metals, electret analysis, and radio technology.
Coastal Management and Development Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	3	3	Environmental Science	Marine Resource Management Community Resilience Sustainable Concrete Fishery Resources Character Education Hydroponic Farming Cultural Valuing Coastal Development Wayang Puppet Show Economic Policies This cluster of papers covers a wide range of topics related to marine resource management in Indonesia, including community resilience, sustainable concrete innovation using seaweed, fishery resources valuation, character education through Wayang puppet shows, hydroponic farming, cultural valuing of marine resources, and the impact of economic policies on coastal development.
Multi-Criteria Decision Making Social Sciences → Decision Sciences → Management Science and Operations Research	2	2	Decision Sciences	Analytic Hierarchy Process TOPSIS Fuzzy Sets Group Decision Making Supplier Selection MCDM Methods Intuitionistic Fuzzy Sets Environmental Decision Making GIS-based Decision Analysis Belief Functions This cluster of papers focuses on the application and development of Multi-Criteria Decision Making (MCDM) methods, including Analytic Hierarchy Process (AHP), Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), and various fuzzy set theories. The papers cover topics such as group decision making, supplier selection, environmental decision making, and the use of Geographic Information Systems (GIS) in decision analysis.
Nanoparticles: synthesis and applications Physical Sciences → Materials Science → Materials Chemistry	2	3	Materials Science	Nanoparticles Antimicrobial Toxicity Silver Nanomaterials Biological Synthesis Environmental Impact Cytotoxicity Green Synthesis Biosynthesis This cluster of papers focuses on nanotoxicology, particularly the study of the toxic effects of nanoparticles, with a specific emphasis on antimicrobial nanoparticles such as silver. It covers topics such as the biological synthesis of nanoparticles, environmental impact, cytotoxicity, and green synthesis methods.
Media Studies and Communication Social Sciences → Social Sciences → Communication	2	2	Social Sciences	Media Framing Agenda Setting Journalism Culture Mass Communication Mediatization News Media Content Analysis Political Communication Digital Journalism Cultural Production This cluster of papers explores the concepts of media framing, agenda setting, and mediatization within the field of communication research. It delves into the influence of news media on public perceptions, the role of journalism culture, and the analysis of content in mass communication. The cluster also examines the impact of digital journalism and cultural production on shaping news narratives and political communication.
Mosquito-borne diseases and control Health Sciences → Medicine → Public Health, Environmental and Occupational Health	2	4	Medicine	Arboviral Diseases Zika Virus Dengue Mosquito-borne Epidemiology Microcephaly Vaccine Development Flaviviruses Vector Control Neurological Manifestations This cluster of papers focuses on the global impact of arboviral diseases, particularly Zika virus and dengue. It covers epidemiology, neurological manifestations such as microcephaly and Guillain-Barré Syndrome, vaccine development, and strategies for vector control.
Catalytic Processes in Materials Science Physical Sciences → Materials Science → Materials Chemistry	2	3	Materials Science	Catalysis Nanoparticles Oxidation Ceria Gold Metal-Support Interactions Low-Temperature Selective Oxidation NOx Reduction Methane Activation This cluster of papers covers advances in the research of catalytic nanomaterials, particularly focusing on the catalytic properties of nanoparticles, metal-support interactions, low-temperature oxidation reactions, selective oxidation processes, NOx reduction, and methane activation. The studies explore the use of various materials such as ceria and gold in catalysis, with a strong emphasis on understanding the mechanisms and optimizing the performance of these nanomaterials.
Global Maternal and Child Health Health Sciences → Medicine → Pediatrics, Perinatology and Child Health	2	4	Medicine	Maternal Mortality Child Mortality Health Systems Global Health Initiatives Community Health Workers Stillbirths Health Inequalities Antenatal Care Health Service Utilization Socio-Economic Factors This cluster of papers focuses on global maternal and child health outcomes, with a particular emphasis on maternal and child mortality, health systems, global health initiatives, community health workers, stillbirths, health inequalities, antenatal care, and the influence of socio-economic factors. The papers explore various interventions and challenges in improving maternal and child health worldwide.
Migration, Refugees, and Integration Social Sciences → Social Sciences → Sociology and Political Science	2	2	Social Sciences	Immigration Politics Social Boundaries National Identity Multiculturalism Citizenship Ethnicity Refugees Cosmopolitanism Societal Attitudes This cluster of papers explores the complex intersection of immigration, politics, and social dynamics. It delves into issues such as national identity, multiculturalism, citizenship, and the societal attitudes towards immigrants and refugees. The papers also discuss the implications of immigration on social boundaries and the concept of cosmopolitanism.
Urban Planning and Governance Social Sciences → Social Sciences → Urban Studies	2	2	Social Sciences	Neoliberalism Urbanism Gentrification Globalization Urban Policy Spatial Planning Social Sustainability Right to the City Critical Urban Theory State Power This cluster of papers explores the impact of neoliberal urban policies, gentrification, and globalization on cities. It delves into topics such as urbanism, spatial planning, social sustainability, and the right to the city, offering critical perspectives on state power and the effects of neoliberalism on urban spaces.
Social and Intergroup Psychology Social Sciences → Social Sciences → Sociology and Political Science	2	2	Social Sciences	Intergroup Contact Social Identity Implicit Bias Stereotype Threat Prejudice Reduction Power Dynamics System Justification Morality and Justice Attitude Change Group Dynamics This cluster of papers explores intergroup relations, social identity theories, implicit biases, stereotype threat, prejudice reduction, power dynamics, system justification, morality and justice, attitude change, and group dynamics in various social contexts.
Atmospheric aerosols and clouds Physical Sciences → Environmental Science → Global and Planetary Change	2	3	Environmental Science	Aerosols Climate Hydrological Cycle Atmospheric Dust Radiative Forcing Clouds Satellite Observations Air Quality Ice Nucleation Remote Sensing This cluster of papers focuses on the impact of aerosols on climate and the hydrological cycle. It covers topics such as aerosol properties, radiative forcing, cloud interactions, ice nucleation, and air quality, using satellite observations and remote sensing techniques.
Energy, Environment, Economic Growth Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	2	2	Economics, Econometrics and Finance	CO2 Emissions Energy Consumption Economic Growth Renewable Energy Environmental Regulation Panel Data Analysis Kuznets Curve Trade Openness Financial Development Urbanization This cluster of papers explores the economic impact of environmental policies and resources, focusing on CO2 emissions, energy consumption, economic growth, renewable energy, environmental regulation, panel data analysis, Kuznets Curve, trade openness, financial development, and urbanization. The research investigates the relationship between these factors and their implications for sustainable development and environmental degradation.
Mycorrhizal Fungi and Plant Interactions Life Sciences → Agricultural and Biological Sciences → Plant Science	2	1	Agricultural and Biological Sciences	Mycorrhizal Fungi Fungal Diversity Plant Interactions Soil Biota Symbiotic Relationships Ecosystem Functioning DNA Barcoding Community Structure Nutrient Cycling Environmental Sequencing This cluster of papers explores the diverse interactions between mycorrhizal fungi and plants, including their role in nutrient cycling, soil biota, and ecosystem functioning. It delves into topics such as fungal diversity, DNA barcoding, and the impact of mycorrhizal symbiosis on plant health and growth. The research also investigates the ecological implications of these symbiotic relationships and their influence on global biodiversity.
Sustainable Supply Chain Management Social Sciences → Business, Management and Accounting → Strategy and Management	2	2	Business, Management and Accounting	Circular Economy Sustainable Supply Chain Management Green Practices Supply Chain Network Design Remanufacturing Business Model Innovation Environmental Management Resource Efficiency Product Design Triple Bottom Line This cluster of papers explores the conceptualization and implementation of the circular economy, with a focus on sustainable supply chain management, green practices, supply chain network design, remanufacturing, and business model innovation. It emphasizes the integration of environmental management and resource efficiency into product design and supply chain operations to achieve triple bottom line sustainability.
Higher Education Governance and Development Social Sciences → Social Sciences → Political Science and International Relations	2	2	Social Sciences	Internationalization Higher Education Globalization Academic Identity Neoliberalism University Rankings Student Mobility Quality Assurance Marketization Academic Mobility This cluster of papers explores the global trends and challenges in the internationalization of higher education, including topics such as academic identity, neoliberalism, university rankings, student mobility, quality assurance, and marketization. It delves into the impact of globalization on higher education systems and the evolving dynamics of academic mobility in a globalized world.
Bacterial biofilms and quorum sensing Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	2	1	Biochemistry, Genetics and Molecular Biology	Biofilms Bacteria Quorum Sensing Antibiotic Resistance Pseudomonas aeruginosa Infectious Diseases Microbial Communities Virulence Extracellular Matrix Chronic Infections This cluster of papers explores the formation, properties, and implications of bacterial biofilms, with a focus on the role of quorum sensing in regulating biofilm development and antibiotic resistance. It covers various aspects such as microbial communities, virulence, extracellular matrix, and chronic infections associated with biofilms.
China's Socioeconomic Reforms and Governance Social Sciences → Social Sciences → Political Science and International Relations	2	2	Social Sciences	China political economy governance reform inequality migration urbanization land policy authoritarianism economic development This cluster of papers explores the political economy and governance of China, focusing on topics such as economic reform, inequality, migration, urbanization, land policy, and authoritarianism. It delves into the complexities of China's unique political and economic system, offering insights into its development and challenges.
Virtual Reality Applications and Impacts Physical Sciences → Computer Science → Human-Computer Interaction	2	3	Computer Science	Presence Embodiment Virtual Reality Immersion Body Ownership Peripersonal Space Self-Representation Cybersickness Social Interaction Learning Outcomes This cluster of papers explores the concept of virtual presence and embodiment in virtual reality (VR) research. It delves into topics such as presence, embodiment, virtual reality technology, immersion, body ownership, peripersonal space, self-representation, cybersickness, social interaction, and learning outcomes in VR environments.
Wind Energy Research and Development Physical Sciences → Engineering → Aerospace Engineering	2	3	Engineering	Wind Turbine Wakes Renewable Energy Weibull Distribution Aerodynamics Offshore Wind Farms Tidal Energy Blade Design Wind Farm Optimization CFD Simulation Sustainability Indicators This cluster of papers focuses on wind energy technology, including topics such as wind turbine wakes, renewable energy sustainability indicators, Weibull distribution for wind speed analysis, offshore wind farms, tidal energy conversion systems, blade design, wind farm optimization, CFD simulation for aerodynamics, and environmental impact assessment.
Remote-Sensing Image Classification Physical Sciences → Engineering → Media Technology	2	3	Engineering	Hyperspectral Image Analysis Remote Sensing Classification Deep Learning Change Detection Spectral Unmixing Feature Extraction Object-Based Analysis Support Vector Machines This cluster of papers focuses on the advances in hyperspectral image analysis, remote sensing, and classification. It covers topics such as deep learning, change detection, spectral unmixing, feature extraction, and object-based analysis for remote sensing applications.
Career Development and Diversity Social Sciences → Social Sciences → Safety Research	2	2	Social Sciences	Social Cognitive Theory Career Development STEM Education Gender Disparities Underrepresented Minorities Self-Efficacy Beliefs Role Models Academic Aspirations Work Satisfaction Inclusive Science Education This cluster of papers explores the application of Social Cognitive Theory in the context of career development, with a focus on STEM education, gender disparities, and the experiences of underrepresented minorities. It delves into topics such as self-efficacy beliefs, role models, academic aspirations, and work satisfaction, aiming to create more inclusive science education and address the challenges faced by individuals pursuing careers in science and engineering. The research also emphasizes the importance of social influences, cultural stereotypes, and environmental factors in shaping career choices and outcomes.
Geographic Information Systems Studies Social Sciences → Social Sciences → Geography, Planning and Development	2	2	Social Sciences	Volunteered Geographic Information Geospatial Crowdsourcing Participatory GIS OpenStreetMap Citizen Science Spatial Data Infrastructure Web-based GIS Crowdsourced Mapping Geovisualization Semantic Web This cluster of papers focuses on the collection, analysis, and utilization of Volunteered Geographic Information (VGI) and geospatial crowdsourcing. It explores topics such as participatory GIS, OpenStreetMap, citizen science, spatial data infrastructure, web-based GIS, crowdsourced mapping, geovisualization, and the semantic web.
Carbon Dioxide Capture Technologies Physical Sciences → Engineering → Mechanical Engineering	2	3	Engineering	Carbon Dioxide Capture CO2 Capture Technology Adsorbent Materials Amine Scrubbing CO2 Separation Solid Sorbents Negative Emissions Flue Gas Treatment Porous Carbons Global Warming Mitigation This cluster of papers focuses on the development, assessment, and application of various technologies for capturing and storing carbon dioxide. It covers a wide range of topics including adsorbent materials, amine scrubbing, solid sorbents, negative emissions, and global warming mitigation.
Game Theory and Applications Social Sciences → Decision Sciences → Management Science and Operations Research	2	2	Decision Sciences	Network Formation Game Theory Social Networks Nash Equilibrium Bayesian Learning Information Design Selfish Routing Reputation Coordination Games Price of Anarchy This cluster of papers focuses on network formation, game dynamics, and strategic interactions in social and economic networks. It explores topics such as selfish routing, Bayesian learning, information design, reputation, coordination games, and the price of anarchy in network environments.
Corruption and Economic Development Social Sciences → Social Sciences → Sociology and Political Science	2	2	Social Sciences	Corruption Governance Economic Growth Institutions Democracy Political Economy Cross-National Study Public Sector Bribery Regulation This cluster of papers explores the causes and effects of corruption, focusing on its impact on governance, economic growth, institutions, democracy, and the public sector. The research delves into cross-national studies, bribery, political economy, and regulatory aspects related to corruption.
Gender Diversity and Inequality Social Sciences → Social Sciences → Gender Studies	2	2	Social Sciences	Gender Diversity Leadership Board Diversity Workplace Bias Organizational Performance Team Diversity Stereotypes Corporate Governance Inclusion Glass Ceiling This cluster of papers explores the impact of gender diversity, leadership, and board diversity on organizational performance, workplace bias, and the presence of a glass ceiling. It delves into topics such as stereotypes, corporate governance, team diversity, and inclusion in the context of gender diversity in organizations.
Bacteriophages and microbial interactions Physical Sciences → Environmental Science → Ecology	2	3	Environmental Science	Virus Ecology Bacteriophage Metagenomics Marine Evolution Therapy Genomics Microbiome Nanoparticles This cluster of papers explores the ecology, evolution, and applications of viruses in various ecosystems, with a focus on bacteriophages, marine viruses, viromes, and their potential therapeutic and nanotechnological implications.
Radioactive contamination and transfer Physical Sciences → Environmental Science → Global and Planetary Change	2	3	Environmental Science	Fukushima Daiichi nuclear accident radionuclides radioactive contamination environmental impacts marine radioactivity radiocaesium soil contamination radioactive fallout health effects This cluster of papers focuses on the environmental and health impacts of the Fukushima Daiichi nuclear disaster, including the release and dispersion of radionuclides such as cesium-137 and iodine-131, contamination of soil and marine environments, uptake of radionuclides by plants, and the long-term consequences on wildlife and human health.
Municipal Solid Waste Management Physical Sciences → Environmental Science → Industrial and Manufacturing Engineering	2	3	Environmental Science	Municipal Solid Waste Waste Management Developing Countries Recycling Landfill Life Cycle Assessment Renewable Energy Waste-to-Energy Environmental Impact Sustainability This cluster of papers focuses on the challenges and practices in solid waste management, particularly in developing countries. It covers topics such as municipal solid waste, recycling, landfill, life cycle assessment, renewable energy, waste-to-energy, environmental impact, and sustainability.
Misinformation and Its Impacts Social Sciences → Social Sciences → Sociology and Political Science	2	2	Social Sciences	Misinformation Fake News Social Media Infodemic Conspiracy Theories Fact-Checking Rumor Detection Online Credibility Polarization Health Misinformation This cluster of papers focuses on the spread of misinformation, fake news, and conspiracy theories through social media platforms. It explores topics such as infodemics, fact-checking, rumor detection, online credibility, and the impact of misinformation on public health and political polarization.
Maritime Ports and Logistics Physical Sciences → Engineering → Industrial and Manufacturing Engineering	2	3	Engineering	Container Terminals Operations Research Port Development Logistics Intermodal Freight Transport Berth Allocation Quay Crane Scheduling Port Efficiency Supply Chain Management Intermodal Transportation This cluster of papers focuses on the optimization of container terminal operations and logistics, utilizing operations research methods to address challenges such as berth allocation, quay crane scheduling, port efficiency, and intermodal freight transport. The research also explores the role of container terminals in supply chain management and the development of port infrastructure.
Complex Systems and Time Series Analysis Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	2	2	Economics, Econometrics and Finance	Econophysics Multifractal Analysis Agent-Based Modeling Financial Fluctuations Power Laws Market Correlations Complex Systems Statistical Mechanics Wealth Distribution Nonstationary Time Series This cluster of papers explores the application of complex systems and statistical physics concepts to understand and model financial markets. It covers topics such as multifractal analysis, agent-based modeling, power laws in wealth distribution, market correlations, and the impact of nonstationarity on time series data.
Soil Moisture and Remote Sensing Physical Sciences → Environmental Science → Environmental Engineering	2	3	Environmental Science	Remote Sensing Soil Moisture Satellite Observations Data Assimilation Hydrological Modeling Global Monitoring Microwave Retrieval Spatial Variability Temporal Dynamics Validation This cluster of papers focuses on the remote sensing of soil moisture using satellite observations, data assimilation techniques, and hydrological modeling. It explores the spatial variability, temporal dynamics, and validation of soil moisture measurements at global scales. The research aims to improve our understanding of soil moisture patterns and their implications for water resource management.
Invertebrate Immune Response Mechanisms Life Sciences → Immunology and Microbiology → Immunology	2	1	Immunology and Microbiology	Invertebrate Immunity Host Defense Drosophila Immune Response Hemocytes Toll Pathway Antimicrobial Peptides Stem Cells Phagocytosis Pathogen Recognition This cluster of papers explores the diverse aspects of invertebrate immunity, focusing on the immune response, host defense mechanisms, and the role of various immune cells and pathways in organisms such as Drosophila. It covers topics such as antimicrobial peptides, stem cell involvement in immunity, pathogen recognition, and the Toll pathway.
Cultural Differences and Values Social Sciences → Psychology → Social Psychology	2	2	Psychology	Cultural Psychology Values Individualism-Collectivism Cross-Cultural Variability Social Axioms Cultural Differences Globalization Emotion Neural Substrates Self-Construal This cluster of papers encompasses a wide range of research on cultural psychology, values, and cross-cultural variability. It explores topics such as individualism-collectivism, social axioms, emotional experiences, neural substrates of culture, and the influence of globalization on psychological phenomena. The research delves into the complexities of cultural differences and their impact on various aspects of human behavior and cognition.
Legume Nitrogen Fixing Symbiosis Life Sciences → Agricultural and Biological Sciences → Plant Science	2	1	Agricultural and Biological Sciences	Legumes Symbiosis Nitrogen Fixation Rhizobium Plant Signaling Nodule Development Genome Analysis Molecular Regulation Host Recognition Microbial Associations This cluster of papers focuses on the symbiotic nitrogen fixation in legumes, particularly the interactions between legumes and nitrogen-fixing bacteria such as Rhizobium. It covers topics such as plant signaling, nodule development, genome analysis of symbionts, molecular regulation of symbiosis, host recognition of microbial associations, and the importance of legumes in nitrogen fixation.
French Urban and Social Studies Social Sciences → Social Sciences → Sociology and Political Science	2	2	Social Sciences	Territorial Governance Environmental Participation Sustainable Development Citizen Participation Local Development Proximity and Innovation Rural Territories Public Policy Social Justice Community Engagement This cluster of papers explores the intersection of territorial governance, environmental participation, and sustainable development. It delves into topics such as citizen participation, local development, social justice, and community engagement in the context of rural territories. The papers also discuss the role of proximity and innovation in shaping public policy for sustainable and inclusive development.
Lichen and fungal ecology Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	2	1	Agricultural and Biological Sciences	Lichen Symbiosis Biomonitoring Secondary Metabolites Phylogenetic Analysis Air Pollution Mosses Fungi Antioxidant Activity Biogeography This cluster of papers focuses on the symbiotic relationships between lichens, fungi, and algae, their role as bioindicators of air pollution, the production and biological activities of lichen secondary metabolites, phylogenetic analyses of lichen-forming fungi, and the impact of lichens on ecological processes. The research covers topics such as biomonitoring, ecological impacts, and the diversity and function of lichen symbioses.
Gender, Labor, and Family Dynamics Social Sciences → Social Sciences → Gender Studies	2	2	Social Sciences	Gender Inequality Labor Force Participation Welfare Reform Income Tax Household Decision Making Economic Development Female Labor Supply Intrahousehold Allocation Social Policy Work and Family This cluster of papers explores the intersection of gender inequality, labor force dynamics, welfare reform, and household decision making. It delves into topics such as the impact of income tax policies on female labor supply, the effects of welfare reform on work incentives, and the role of gender in shaping economic development and intrahousehold resource allocation.
Synthetic Organic Chemistry Methods Physical Sciences → Chemistry → Organic Chemistry	2	3	Chemistry	Olefin Metathesis Ruthenium Catalysts Ring-Closing Metathesis Cross-Metathesis Catalytic Activity Organometallic Chemistry Polymerization Enantioselective Synthesis Natural Product Synthesis Industrial Applications This cluster of papers focuses on the advances in olefin metathesis chemistry, particularly the development of ruthenium-based catalysts for various types of metathesis reactions such as ring-closing metathesis and cross-metathesis. The research also covers applications in polymerization, enantioselective synthesis, natural product synthesis, and industrial processes.
Food Security and Health in Diverse Populations Health Sciences → Health Professions → General Health Professions	2	4	Health Professions	Food Insecurity Health Outcomes Social Determinants Nutritional Consequences Household Food Security Low-Income Families Mental Health Chronic Disease Children's Health Public Assistance This cluster of papers explores the impact of food insecurity on health outcomes, focusing on the association between food insecurity and chronic diseases, mental health, nutritional consequences, and children's health. It also examines the role of social determinants and public assistance in addressing household food security among low-income families.
Lipid metabolism and biosynthesis Life Sciences → Biochemistry, Genetics and Molecular Biology → Biochemistry	2	1	Biochemistry, Genetics and Molecular Biology	Lipid Droplets Triacylglycerol Synthesis Adipose Tissue Lipolysis Glycerolipids Fatty Acid Biosynthesis Phospholipid Metabolism Diacylglycerol Acyltransferase Perilipin Proteins Seed Oil Production Chloroplast Lipid Biogenesis This cluster of papers explores the diverse aspects of lipid metabolism, including the synthesis and storage of lipids in various organisms. It covers topics such as lipid droplets, triacylglycerol synthesis, adipose tissue lipolysis, glycerolipids, fatty acid biosynthesis, phospholipid metabolism, diacylglycerol acyltransferase, perilipin proteins, seed oil production, and chloroplast lipid biogenesis.
Urban Development and Societal Issues Social Sciences → Social Sciences → Urban Studies	2	2	Social Sciences	Urbanization Social Movements Territoriality Sustainability Segregation Rural Development Environmental Justice Spatial Planning Globalization Public Policy This cluster of papers explores the urban geography, social development, and territorial dynamics in Brazil, focusing on issues such as urbanization, social movements, sustainability, segregation, rural development, environmental justice, spatial planning, globalization, and public policy.
Agricultural risk and resilience Life Sciences → Agricultural and Biological Sciences → Soil Science	2	1	Agricultural and Biological Sciences	Risk Management Vulnerability Agriculture Insurance Poverty Weather Shocks Social Networks Household Resilience Food Security Rural Economies This cluster of papers explores various aspects of risk management, vulnerability, and resilience in agricultural contexts, particularly focusing on the impact of weather shocks, social networks, and insurance on poverty, food security, and household welfare in rural economies.
Mine drainage and remediation techniques Physical Sciences → Environmental Science → Environmental Chemistry	2	3	Environmental Science	Remediation Sulfate-Reducing Bacteria Metal Removal Bioreactors Sulfide Precipitation Passive Treatment Geochemistry Mineralogy Wetlands Environmental Impacts This cluster of papers focuses on the remediation and biogeochemical aspects of acid mine drainage, covering topics such as sulfate-reducing bacteria, metal removal mechanisms, passive treatment in bioreactors, geochemistry, mineralogy, and environmental impacts. The research explores various options for preventing, treating, and recovering resources from acid mine drainage, with a particular emphasis on the ecological and biotechnological approaches.
Scientific Computing and Data Management Social Sciences → Decision Sciences → Information Systems and Management	2	2	Decision Sciences	Scientific Workflows Reproducibility Data Provenance Workflow Management Bioinformatics Semantic Web Services Cyberinfrastructure Computational Research Software Development Ontologies This cluster of papers focuses on the management, reproducibility, and provenance of scientific workflows, particularly in the fields of bioinformatics and computational research. It explores topics such as data provenance, workflow management systems, semantic web services, cyberinfrastructure, and software development for scientific applications.
Rural development and sustainability Life Sciences → Agricultural and Biological Sciences → General Agricultural and Biological Sciences	2	1	Agricultural and Biological Sciences	Rural Development Agricultural Change Social Innovation Neo-Endogenous Development Rural Resilience Counterurbanization Gender Identity Multifunctional Agriculture Rural Gentrification Community Empowerment This cluster of papers explores the multifaceted aspects of rural development, agricultural change, and the evolving landscapes of rural areas. It delves into topics such as social innovation, neo-endogenous development, rural resilience, counterurbanization, gender identity in farming, multifunctional agriculture, rural gentrification, and community empowerment.
Insect symbiosis and bacterial influences Life Sciences → Agricultural and Biological Sciences → Insect Science	2	1	Agricultural and Biological Sciences	Wolbachia Symbiont Bacterial Insect Microbiota Genome Evolution Endosymbiont Diversity Host-Pathogen Interactions Vector Control This cluster of papers explores the diverse interactions between insects and their microbial symbionts, with a focus on the role of Wolbachia and other bacterial endosymbionts in shaping insect biology, evolution, and vector competence. The papers cover topics such as genome evolution, host-pathogen interactions, symbiont-mediated protection, and the potential for using symbionts for insect pest and disease control.
Environmental Sustainability and Education Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	2	3	Environmental Science	Environmental Education Sustainability Waste Management Water Resources Biodiversity Renewable Energy Public Policy Social Participation Eco-friendly Practices Sustainable Development This cluster of papers covers a wide range of topics related to environmental education, sustainability, waste management, water resources, biodiversity, renewable energy, public policy, and social participation. It explores the challenges and possibilities for integrating eco-friendly practices into various aspects of society and emphasizes the importance of sustainable development.
Phosphorus and nutrient management Physical Sciences → Environmental Science → Industrial and Manufacturing Engineering	2	3	Environmental Science	Phosphorus Recovery Wastewater Fertilizer Struvite Adsorption Nutrient Global Food Security Biochar Sustainability This cluster of papers focuses on the recovery and sustainable management of phosphorus, a critical nutrient for global food security. The research covers various methods such as struvite formation, adsorption, and biochar utilization to remove phosphorus from wastewater and its potential reuse as fertilizer. The aim is to address the global phosphorus scarcity and develop efficient techniques for phosphorus recovery and recycling to ensure long-term sustainability in food production.
Community Health and Development Health Sciences → Health Professions → General Health Professions	2	4	Health Professions	Community Empowerment Collaborative Partnerships Health Promotion Community Capacity Building Social Justice Sense of Community Psychological Empowerment Coalition Effectiveness Youth Empowerment Interorganizational Collaboration This cluster of papers focuses on the empowerment of communities through collaborative partnerships, capacity building, and health promotion. It explores concepts such as sense of community, psychological empowerment, and social justice, with a particular emphasis on youth empowerment and interorganizational collaboration. The papers also delve into the effectiveness of community coalitions and the role of empowerment in addressing health disparities.
Plant Parasitism and Resistance Life Sciences → Agricultural and Biological Sciences → Plant Science	2	1	Agricultural and Biological Sciences	Strigolactones Plant Hormones Mycorrhizal Fungi Parasitic Plants Shoot Branching Carotenoid Pathway DWARF14 Protein Karrikins Root Development Host Recognition This cluster of papers explores the role of strigolactones, a group of plant hormones, in signaling pathways related to shoot branching, root development, mycorrhizal symbiosis, and interactions with parasitic plants. It investigates their biosynthesis, perception, and effects on plant responses to environmental stresses. The research also delves into the molecular mechanisms and evolutionary significance of strigolactone signaling.
Zoonotic diseases and public health Health Sciences → Medicine → Public Health, Environmental and Occupational Health	2	4	Medicine	Zoonotic Diseases One Health Emerging Infectious Diseases Biodiversity Wildlife Health Pandemic Prevention Globalization Ecosystem Change Disease Emergence Pathogen Transmission This cluster of papers focuses on the emergence, transmission, and impact of zoonotic diseases, highlighting the interconnectedness of human, animal, and environmental health. It emphasizes the One Health approach, addressing the complex interactions between humans, animals, and ecosystems to prevent and control zoonotic diseases. The role of biodiversity, wildlife health, and ecosystem changes in disease emergence and spread is a central theme, along with the global implications of pandemic prevention and the influence of globalization on disease dynamics.
Energy, Environment, and Transportation Policies Physical Sciences → Energy → Renewable Energy, Sustainability and the Environment	2	3	Energy	Rebound Effect Energy Efficiency Consumption Fuel Taxes Elasticity of Demand Fossil Fuel Subsidies Transportation Sector Household Behavior Environmental Impact Global Energy Demand This cluster of papers focuses on the rebound effect, which refers to the phenomenon where improvements in energy efficiency lead to an increase in consumption, offsetting some of the initial gains. The papers explore various aspects of the rebound effect, including its implications for energy efficiency policies, fuel taxes, household behavior, and environmental impact. They also analyze the elasticity of demand, fossil fuel subsidies, and the effects on the transportation sector and global energy demand.
Graphene and Nanomaterials Applications Physical Sciences → Engineering → Biomedical Engineering	2	3	Engineering	Graphene Nanomaterials Biomedical Applications Drug Delivery Toxicity Antibacterial Activity Cancer Therapy Cellular Imaging Nanocarrier Tissue Engineering This cluster of papers focuses on the biomedical applications of graphene nanomaterials, including drug delivery, toxicity assessment, antibacterial activity, cancer therapy, cellular imaging, nanocarrier development, and tissue engineering. The research covers a wide range of topics related to the use of graphene in biotechnology and medicine.
African Botany and Ecology Studies Life Sciences → Agricultural and Biological Sciences → Forestry	2	1	Agricultural and Biological Sciences	Agroforestry Tree Domestication Indigenous Fruits Nutritional Value Sustainable Agriculture Smallholder Farmers Climate Resilience Rural Livelihoods Traditional Fermentation Biodiversity Conservation This cluster of papers focuses on the domestication and utilization of indigenous agroforestry trees in Africa, particularly emphasizing their nutritional value, sustainable agriculture practices, and their role in supporting rural livelihoods. The papers cover topics such as tree domestication, traditional fermentation techniques, climate resilience, and the conservation of biodiversity.
Tree Root and Stability Studies Physical Sciences → Engineering → Mechanical Engineering	2	3	Engineering	Root Reinforcement Slope Stability Mechanical Effects Plant Roots Wind Damage Soil Reinforcement Forest Management Biomechanics Landslides Vegetation This cluster of papers focuses on the mechanical effects of plant roots, particularly their role in reinforcing soil and enhancing slope stability. It explores topics such as root reinforcement, slope stability, wind damage, biomechanics of roots, and their implications for forest management and landslide prevention.
Sustainable Industrial Ecology Physical Sciences → Engineering → Industrial and Manufacturing Engineering	2	3	Engineering	Industrial Symbiosis Eco-Industrial Parks Circular Economy Industrial Ecology Sustainability Network Analysis Waste Management Urban Industrial Symbiosis Environmental Assessment Regional Development This cluster of papers explores the concept of industrial symbiosis and the development of eco-industrial parks, focusing on topics such as circular economy, industrial ecology, sustainability, network analysis, waste management, urban industrial symbiosis, environmental assessment, and regional development. The papers cover case studies from various countries and provide insights into the potential benefits and challenges of implementing industrial symbiosis initiatives.
COVID-19 impact on air quality Physical Sciences → Environmental Science → Global and Planetary Change	2	3	Environmental Science	COVID-19 pandemic air quality lockdown environmental impact sustainability renewable energy carbon emissions climate change global response This cluster of papers explores the impact of the COVID-19 pandemic on global environment, focusing on air quality, carbon emissions, sustainability, and renewable energy. It investigates the effects of lockdown measures on reducing pollution, the potential long-term implications for climate change, and the opportunities for sustainable development in a post-pandemic world.
Maritime Security and History Social Sciences → Social Sciences → Transportation	2	2	Social Sciences	Maritime Security Piracy Asia-Pacific Diplomacy International Law Counter-Piracy Operations Global Trade Terrorism Somalia Southeast Asia This cluster of papers explores the complex issues surrounding maritime security and piracy in the Asia-Pacific region. It delves into topics such as diplomatic practices, international law, counter-piracy operations, the impact on global trade, and the connections to terrorism. The focus includes specific regional areas like Somalia and Southeast Asia.
Environmental Chemistry and Analysis Physical Sciences → Environmental Science → Environmental Chemistry	2	3	Environmental Science	Surfactants Biodegradation Quaternary Ammonium Compounds Environmental Fate Toxicity Chelating Agents Anaerobic Degradation Wastewater Treatment Ecotoxicity Microbial Community This cluster of papers focuses on the fate, behavior, biodegradation, and environmental impact of surfactants and their degradation products in various environmental compartments. It covers topics such as the occurrence, microbial degradation, toxicity, and ecological risks associated with surfactants, quaternary ammonium compounds, chelating agents, and their effects on wastewater treatment processes.
Scientific Research and Discoveries Physical Sciences → Physics and Astronomy → Statistical and Nonlinear Physics	2	3	Physics and Astronomy	Optics Spectroscopy Quantum Computing Railway Power Systems Geophysical Surveys Climate Change Solar Physics Neutron Optics Quantum Mechanics Astrophysics This cluster of papers covers a wide range of topics in theoretical and computational physics, including optics, spectroscopy, quantum computing, railway power systems, climate change, solar physics, neutron optics, and astrophysics.
Business, Innovation, and Economy Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	2	2	Economics, Econometrics and Finance	Urban Development Economic Impact Small and Medium Enterprises Psychopharmacology Education Digital Marketing Tourism Management Social Responsibility Innovation Ecosystems City Branding Globalization Effects This cluster of papers covers a wide range of topics related to urban development, economic impact analysis, small and medium enterprises, psychopharmacology education, digital marketing, tourism management, social responsibility, innovation ecosystems, city branding, and the effects of globalization on various aspects of society.
Slime Mold and Myxomycetes Research Physical Sciences → Engineering → Biomedical Engineering	2	3	Engineering	Physarum Polycephalum Adaptive Transport Networks Amoeboid Organism Biological Computation Optimal Transport Networks Slime Mold Network Formation Cellular Automata Models Behavioral Intelligence Maze Solving This cluster of papers focuses on the biologically inspired adaptive network design, particularly in the context of amoeboid organisms such as Physarum Polycephalum. The research explores the use of slime molds and similar organisms to solve complex problems related to network design, optimization, and computation. Topics include adaptive transport networks, optimal transport networks, cellular automata models, maze solving, and behavioral intelligence.
Innovations in Aquaponics and Hydroponics Systems Life Sciences → Agricultural and Biological Sciences → Aquatic Science	2	1	Agricultural and Biological Sciences	Aquaponics Sustainability Hydroponics Nutrient Recycling Commercial Production Water Quality Fish Welfare Urban Agriculture Microbial Communities IoT Monitoring This cluster of papers explores the challenges and opportunities in aquaponic systems, focusing on sustainability, nutrient recycling, commercial production, water quality, fish welfare, urban agriculture, microbial communities, and IoT monitoring. The research covers topics such as the integration of aquaculture and hydroponics, nutrient management, economic feasibility, and the potential for aquaponics to address global food challenges.
Animal and Plant Science Education Social Sciences → Psychology → Social Psychology	2	2	Psychology	Conservation Attitudes Biodiversity Flagship Species Animal Preferences Plant Blindness Cultural Salience Education Public Interest Ethical Considerations This cluster of papers explores human attitudes and interactions with animals and plants, including the willingness to pay for biodiversity conservation, the selection of flagship species, the impact of education on attitudes, cultural influences on species preferences, and ethical considerations in conservation efforts.
Mineralogy and Gemology Studies Physical Sciences → Earth and Planetary Sciences → Geochemistry and Petrology	2	3	Earth and Planetary Sciences	Gemstones Geochemistry Petrology Raman Spectroscopy Nanoinclusions Water Molecules Opals Beryl Sapphires Jade This cluster of papers explores the geochemistry and petrology of various gemstones, including the use of Raman spectroscopy, identification of nanoinclusions, behavior of water molecules, and the formation processes of opals, beryl, sapphires, and jade.
Economic Zones and Regional Development Social Sciences → Economics, Econometrics and Finance → General Economics, Econometrics and Finance	2	2	Economics, Econometrics and Finance	Special Economic Zones Export Processing Zones Economic Impact Regional Development Industrial Clusters Global Trade Ethnic Diversity Sustainable Development FDI Attraction Labor Conditions This cluster of papers explores the economic impact, development potential, and challenges of Special Economic Zones (SEZs) and Export Processing Zones (EPZs) in various countries, with a focus on regional development, industrial clusters, global trade, ethnic diversity, sustainable development, FDI attraction, and labor conditions. The papers provide insights into the role of SEZs in shaping economic policies and fostering growth in emerging economies.
Cambodian History and Society Social Sciences → Social Sciences → Sociology and Political Science	2	2	Social Sciences	Cambodia Genocide Demography Political Transition Memory Civil Society Education Reform Human Rights Land Rights Social Reconstruction This cluster of papers explores the socio-demographic and political dynamics in Cambodia, focusing on topics such as the Khmer Rouge genocide, political transition, memory, civil society, education reform, human rights, and land rights. It delves into the aftermath of the genocide, the role of international organizations, and the challenges faced by Cambodian society in its path towards development and reconciliation.
Academic Publishing and Open Access Social Sciences → Decision Sciences → Information Systems and Management	2	2	Decision Sciences	Preprints COVID-19 Science Communication Peer Review Research Dissemination Scientific Publishing Scholarly Communication Open Access Pandemic Response Research Integrity This cluster of papers explores the evolving role of preprints, particularly in the context of COVID-19, and their impact on scientific communication. It discusses the benefits, challenges, and ethical considerations surrounding preprints, as well as their influence on research dissemination, peer review processes, and public trust in scientific findings.
China's Global Influence and Migration Social Sciences → Social Sciences → Anthropology	2	2	Social Sciences	African diaspora transnational trade Guangzhou China-Africa relations ethnic enclave migration cultural identity healthcare access globalization economic migration This cluster of papers explores the experiences of the African diaspora in China, particularly in Guangzhou, and their involvement in transnational trade, cultural identity, and migration. It delves into topics such as China-Africa relations, ethnic enclaves, healthcare access, and the impact of globalization on economic migration.
Environmental Science and Technology Life Sciences → Biochemistry, Genetics and Molecular Biology → Biochemistry	2	1	Biochemistry, Genetics and Molecular Biology	Microbial Metabolites Human Microbiome Sepsis Aromatic Compounds Renewable Resources Biomass Combustion Sustainable Development Gas Chromatography-Mass Spectrometry Mitochondrial Function Cell Biology This cluster of papers explores the role of microbial metabolites, particularly aromatic compounds, in human health, with a focus on conditions such as sepsis. It also discusses the use of renewable resources and biomass combustion, as well as the application of gas chromatography-mass spectrometry in analyzing metabolites. The cluster emphasizes the interplay between human microbiome and critical conditions, shedding light on the potential impact of microbial metabolites on mitochondrial function and cell biology.
Media Influence and Politics Social Sciences → Social Sciences → Sociology and Political Science	2	2	Social Sciences	Media Bias Political Economy Government Responsiveness Voting Behavior News Media Television Impact Social Media Propaganda Partisan Control Information Diversity This cluster of papers explores the influence of media bias on government responsiveness, voting behavior, and political polarization. It delves into the impact of various forms of media, including television, social media, and newspapers, on shaping public opinion, political knowledge, and policy outcomes. The research also examines the role of propaganda, partisan control, and information diversity in media content.
Phytochemical and Pharmacological Studies Health Sciences → Medicine → Complementary and alternative medicine	2	4	Medicine	Sea Buckthorn Hippophae rhamnoides Antioxidant Therapeutic Phytochemicals Nutraceuticals Fatty Acids Flavonoids Biological Activities Health Benefits This cluster of papers explores the medicinal and therapeutic potential of Sea Buckthorn (Hippophae rhamnoides), focusing on its antioxidant, immunomodulatory, hepatoprotective, and anti-inflammatory properties. The research covers a wide range of topics including the phytochemical composition, biological activities, and health benefits of Sea Buckthorn in various forms such as berries, leaves, seed oil, and extracts.
Vietnamese History and Culture Studies Social Sciences → Social Sciences → Sociology and Political Science	2	2	Social Sciences	Vietnam Gender Colonialism Society Culture Religion History Identity Politics Economy This cluster of papers explores the social, cultural, and historical development of Vietnam, focusing on topics such as gender practices, colonialism, religious traditions, political dynamics, and economic transitions. It delves into the complexities of Vietnamese society and its evolution over time.
Higher Education Learning Practices Social Sciences → Social Sciences → Education	2	2	Social Sciences	Recognition Prior Learning Higher Education Competency-Based Education Validation Informal Learning Non-Formal Learning Policy and Practices Lifelong Learning Adult Education This cluster of papers focuses on the recognition, validation, and accreditation of prior learning in higher education, particularly in the context of competency-based education. It explores policies, practices, and challenges related to acknowledging informal, non-formal, and formal learning experiences of adult learners. The cluster also delves into the implications for lifelong learning and the role of prior learning assessment in shaping educational pathways.
Agricultural Systems and Practices Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	2	1	Agricultural and Biological Sciences	Rice-Fish Farming Integrated Farming Systems Sustainability Ecosystem Services Agricultural Heritage Systems Biodiversity Food Security Vietnam Mekong Delta Aquaculture This cluster of papers explores the ecological mechanisms and sustainability of integrated rice-fish farming systems, focusing on agricultural heritage systems in China, Vietnam, and Bangladesh. It investigates the benefits of co-cultivating rice and fish, including improved resource utilization, enhanced food security, and conservation of wetland ecosystem services. The research also addresses challenges such as pesticide use, nitrogen loss, and adoption barriers faced by smallholders.
Synthesis and Biological Activity Life Sciences → Biochemistry, Genetics and Molecular Biology → Cancer Research	2	1	Biochemistry, Genetics and Molecular Biology	Tetrahydroisoquinoline Ecteinascidin Total Synthesis Anticancer Drug Marine-derived Compound Cycloaddition Reactions Asymmetric Synthesis Isocoumarins Pharmacology DNA Binding This cluster of papers focuses on the chemistry, biology, and synthesis of antitumor antibiotics, particularly tetrahydroisoquinoline compounds such as Ecteinascidin. It covers topics such as total synthesis, marine-derived compounds, asymmetric synthesis, and DNA binding mechanisms. The research also explores the pharmacological activities and potential clinical utility of these compounds.
Medical and Agricultural Research Studies Social Sciences → Social Sciences → Development	2	2	Social Sciences	Knowledge Clusters Urbanization Health Developing Countries Epistemic Landscapes Water Management Agricultural Development Social Capital Rural Development Transdisciplinary Research This cluster of papers explores the formation and impact of knowledge clusters, particularly in the context of urbanization, health, and development in developing countries. It delves into topics such as epistemic landscapes, water management, agricultural development, and social capital, emphasizing the importance of transdisciplinary research and rural development. The papers also discuss the strategic significance of certain geographical areas for knowledge hubs and the challenges related to water resources management and environmental change.
Biological Research and Disease Studies Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	2	1	Biochemistry, Genetics and Molecular Biology	Phosphoethanolamine Synthetic Apoptosis Cancer Biofertilizers Anticancer Metabolic Syndrome Alzheimer's Disease Biopesticides Nanoparticles This cluster of papers focuses on the research related to synthetic phosphoethanolamine, its anti-cancer effects, apoptosis induction, and potential applications in biofertilizers and biopesticides. Additionally, it explores its impact on metabolic syndrome and Alzheimer's disease. The research also delves into the use of nanoparticles for drug delivery in anticancer therapy.
Water Quality Monitoring and Analysis Physical Sciences → Environmental Science → Industrial and Manufacturing Engineering	2	3	Environmental Science	Wastewater Monitoring UV-VIS Spectroscopy Chemical Oxygen Demand Sensors Machine Learning Water Quality Photocatalytic Sensor Online Measurement Environmental Analysis This cluster of papers focuses on the on-line monitoring and assessment of wastewater quality using advanced techniques such as UV-VIS spectroscopy, chemical oxygen demand measurement, and sensor fusion. The research also explores the application of machine learning and photocatalytic sensors for accurate and rapid determination of water quality parameters. These advancements aim to improve the efficiency and reliability of wastewater treatment processes.
Social and Economic Development in India Social Sciences → Social Sciences → Sociology and Political Science	2	2	Social Sciences	Decentralization Kerala India Sustainable Development Economic Reforms Gender Bias Agricultural Livelihoods Social Security Rural Economy Community Empowerment This cluster of papers explores the impact of decentralization, economic reforms, and social policies on Kerala, India. It delves into issues such as gender bias, agricultural distress, rural livelihoods, and community empowerment. The cluster also discusses the implications for sustainable development and the overall economy of the region.
Advanced Chemical Physics Studies Physical Sciences → Physics and Astronomy → Atomic and Molecular Physics, and Optics	1	3	Physics and Astronomy	Density Functional Theory Dispersion Correction Ab Initio Parametrization Wavefunction Analyzer Semiempirical Methods Van der Waals Interactions Continuum Solvation Models Hybrid Density Functionals Molecular Simulations Electronic Structure Calculations This cluster of papers represents advancements in density functional theory, including the development of dispersion correction methods, ab initio parametrization, wavefunction analyzers, and continuum solvation models. It also covers topics such as semiempirical methods, van der Waals interactions, hybrid density functionals, molecular simulations, and electronic structure calculations.
Soil Carbon and Nitrogen Dynamics Life Sciences → Agricultural and Biological Sciences → Soil Science	1	1	Agricultural and Biological Sciences	Soil Carbon Sequestration Nitrogen Cycle Microbial Communities Climate Change Biochar Application Ecosystem Functioning Soil Fertility Organic Matter Dynamics Nutrient Limitation Global Biogeochemical Cycles This cluster of papers explores the dynamics of soil carbon, nitrogen cycling, and microbial communities in various ecosystems. It investigates topics such as soil carbon sequestration, biochar application, nutrient limitation, and the impact of climate change on soil fertility and ecosystem functioning. The research also delves into the interactions between soil microbial communities and plant diversity, with a focus on understanding global biogeochemical cycles.
Dementia and Cognitive Impairment Research Health Sciences → Medicine → Psychiatry and Mental health	1	4	Medicine	Alzheimer's Disease Mild Cognitive Impairment Dementia Neuroimaging Cognitive Decline Biomarkers Aging Caregiver Burden Vascular Risk Factors Cognitive Training This cluster of papers focuses on the diagnosis, management, and impact of Alzheimer's disease, including its relationship with mild cognitive impairment, dementia, neuroimaging techniques, cognitive decline, biomarkers, aging, and the burden experienced by caregivers. It also explores the role of vascular risk factors and the potential benefits of cognitive training.
Obesity, Physical Activity, Diet Health Sciences → Medicine → Public Health, Environmental and Occupational Health	1	4	Medicine	Obesity Overweight Childhood Prevalence Health Effects Physical Activity Dietary Risks Epidemiology Public Health Adolescents This cluster of papers covers a wide range of topics related to obesity and overweight, including global prevalence, health effects, childhood obesity, physical activity, dietary risks, and public health implications. The research encompasses epidemiological studies, systematic analyses, and reviews aimed at understanding the causes, consequences, and potential interventions for addressing the obesity epidemic.
Asymmetric Synthesis and Catalysis Physical Sciences → Chemistry → Organic Chemistry	1	3	Chemistry	Organocatalysis Enantioselective Reactions Chiral Catalysts Asymmetric Synthesis C-C Bond Formation Spirooxindoles Hydrogen Bonding Transition Metal Catalysis Quaternary Stereocenters Cascade Reactions This cluster of papers covers recent advances in asymmetric catalysis, including organocatalysis, enantioselective reactions, chiral catalysts, asymmetric synthesis, C-C bond formation, spirooxindoles, hydrogen bonding, transition metal catalysis, quaternary stereocenters, and cascade reactions.
Advancements in Battery Materials Physical Sciences → Engineering → Electrical and Electronic Engineering	1	3	Engineering	Lithium-ion Batteries Battery Materials Energy Storage Nanostructured Anodes Cathode Materials Electrochemical Performance Rechargeable Batteries Anode Materials Battery Technology Electrode Materials This cluster of papers focuses on advancements in lithium-ion battery technology, including research on battery materials, nanostructured anodes, cathode materials, and electrode materials. It also covers topics related to energy storage, electrochemical performance, and rechargeable batteries.
Topic Modeling Physical Sciences → Computer Science → Artificial Intelligence	1	3	Computer Science	Neural Networks Word Representation Machine Translation Text Classification Semantic Similarity Named Entity Recognition Pretrained Models Sequence-to-Sequence Learning Topic Modeling Information Retrieval This cluster of papers covers a wide range of advancements in natural language processing, including neural network architectures, word representation models, machine translation techniques, text classification algorithms, semantic similarity measures, named entity recognition methods, pretrained language models, sequence-to-sequence learning approaches, topic modeling strategies, and information retrieval systems.
Concrete and Cement Materials Research Physical Sciences → Engineering → Civil and Structural Engineering	1	3	Engineering	Geopolymer Cementitious Materials Fly Ash Alkali-Activated Materials Sustainable Concrete Carbon Emissions Nanotechnology Hydration Mechanisms Environmental Impact CO2 Sequestration This cluster of papers focuses on advances in geopolymer technology, alternative cementitious materials, and their applications in sustainable concrete production. It covers topics such as the utilization of fly ash, alkali-activated materials, carbon emissions, nanotechnology in concrete, hydration mechanisms, and the environmental impact of cement production.
Phytochemicals and Antioxidant Activities Health Sciences → Medicine → Biochemistry	1	4	Medicine	Antioxidants Free Radicals Polyphenols Oxidative Stress Flavonoids Cancer Prevention Dietary Supplements Bioavailability Phenolic Compounds Nutritional Significance This cluster of papers focuses on the role of antioxidants, free radicals, and polyphenols in human health and disease. It covers topics such as oxidative stress, cancer prevention, bioavailability of dietary supplements, and the significance of phenolic compounds in nutrition. The research explores the potential benefits of antioxidants in combating oxidative stress-related conditions and their impact on human health.
Financial Markets and Investment Strategies Social Sciences → Economics, Econometrics and Finance → Finance	1	2	Economics, Econometrics and Finance	Asset Pricing Stock Returns Market Efficiency Investor Sentiment Liquidity Risk Behavioral Finance Momentum Investing Market Microstructure Hedge Funds Information Content This cluster of papers explores asset pricing models, stock returns, market efficiency, investor sentiment, liquidity risk, behavioral finance, momentum investing, market microstructure, hedge funds, and the information content of various factors affecting asset prices.
Entrepreneurship Studies and Influences Social Sciences → Business, Management and Accounting → Management of Technology and Innovation	1	2	Business, Management and Accounting	Entrepreneurial Orientation Opportunity Recognition Social Entrepreneurship University Technology Transfer Venture Growth Entrepreneurial Education Innovation and Economic Growth Sustainable Entrepreneurship Gender and Entrepreneurship Social Capital This cluster of papers covers a wide range of topics related to entrepreneurship, including entrepreneurial orientation, opportunity recognition, social entrepreneurship, university technology transfer, venture growth, entrepreneurial education, innovation and economic growth, sustainable entrepreneurship, gender and entrepreneurship, and social capital. The papers explore various aspects of entrepreneurial behavior, business innovation, and the impact of entrepreneurship on economic development.
ZnO doping and properties Physical Sciences → Materials Science → Materials Chemistry	1	3	Materials Science	Zinc Oxide Nanostructures Semiconductors Ferromagnetism Nanowires Photodetectors Doping Optoelectronics Transparent Conductors Spintronics This cluster of papers explores the synthesis, properties, and applications of zinc oxide (ZnO) nanostructures, focusing on its use in semiconductors, photodetectors, optoelectronics, and transparent conductors. The papers also investigate the phenomenon of ferromagnetism in ZnO and its potential for spintronics applications.
Malaria Research and Control Health Sciences → Medicine → Public Health, Environmental and Occupational Health	1	4	Medicine	Plasmodium falciparum Artemisinin Resistance Malaria Parasite Mosquito Vectors Antimalarial Drug Genome Sequence Insecticide Resistance Vaccine Development Epidemiology Global Burden This cluster of papers covers a wide range of topics related to malaria, including the genome sequences of malaria parasites, drug resistance, mosquito vectors, vaccine development, epidemiology, and the global burden of the disease. It also explores the impact of environmental changes on malaria transmission and the development of new antimalarial drugs.
Electoral Systems and Political Participation Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Political Science Empirical Analysis Voter Behavior Party Polarization Public Opinion Economic Policy Campaign Effects Electoral Systems Policy Formation Democracy This cluster of papers covers a wide range of topics in political science, including empirical analyses of voter behavior, party polarization, public opinion formation, economic policy, campaign effects, electoral systems, and policy formation in democracies. The papers delve into understanding the dynamics of political behavior and institutions through rigorous empirical methods.
HIV Research and Treatment Life Sciences → Immunology and Microbiology → Virology	1	1	Immunology and Microbiology	HIV AIDS vaccine antibodies immune activation neurocognitive disorders viral reservoir T cell antiretroviral therapy immune response This cluster of papers focuses on various aspects of HIV/AIDS, including immune activation, vaccine development, viral reservoirs, antiretroviral therapy, and the immune response to HIV infection. It also covers topics related to neurocognitive disorders associated with HIV, antibodies targeting HIV, and the development of potential therapeutic interventions.
Global trade and economics Social Sciences → Economics, Econometrics and Finance → General Economics, Econometrics and Finance	1	2	Economics, Econometrics and Finance	International Trade Productivity Trade Liberalization Firm-Level Data Globalization Exporting Technology Market Size Innovation Economic Development This cluster of papers explores the impact of international trade on productivity, firm-level dynamics, and economic growth. It covers topics such as trade liberalization, firm-level data analysis, globalization, technology, market size, innovation, and economic development.
Consumer Behavior in Brand Consumption and Identification Social Sciences → Business, Management and Accounting → Marketing	1	2	Business, Management and Accounting	Brand Trust Consumer Behavior Brand Equity Brand Community Consumer Culture Theory Brand Attachment Luxury Brands Materialism Sponsorship Effects Ethnocentrism This cluster of papers explores various aspects of consumer behavior in relation to brand consumption, including brand trust, brand community, consumer culture theory, brand attachment, luxury brands, materialism, sponsorship effects, and ethnocentrism. It delves into the factors influencing consumer perceptions, attitudes, and behaviors towards brands, with a particular focus on the emotional and psychological connections individuals form with brands.
Antibiotic Resistance in Bacteria Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Medicine	1	1	Biochemistry, Genetics and Molecular Biology	Antibiotic Resistance Multidrug-Resistant Bacteria ESKAPE Pathogens Carbapenemases Plasmid-Mediated Resistance Efflux Pumps Gram-Negative Bacteria Antimicrobial Resistance Genes Extended-Spectrum ß-Lactamases Acinetobacter baumannii This cluster of papers focuses on the global challenge of antibiotic resistance in bacteria, particularly the emergence and spread of multidrug-resistant bacteria, the role of ESKAPE pathogens, the mechanisms of carbapenemases and plasmid-mediated resistance, the impact of efflux pumps, and the prevalence of extended-spectrum ß-lactamases. It also covers the epidemiology and molecular biology of specific resistant bacteria such as Acinetobacter baumannii.
Anthropological Studies and Insights Social Sciences → Social Sciences → Anthropology	1	2	Social Sciences	Globalization Neoliberalism Governmentality Ethnography Structural Violence Cultural Critique Colonialism Religious Life Spatialities Cultural Anthropology This cluster of papers explores the anthropology of globalization, neoliberal governmentality, and cultural critique. It delves into the spatialities of states, structural violence, and the impact of colonialism on religious life. The papers also discuss the effects of neoliberalism on various cultures and societies, emphasizing the importance of ethnography in understanding these phenomena.
Rock Mechanics and Modeling Physical Sciences → Engineering → Mechanics of Materials	1	3	Engineering	Rock Mechanics Fracture Acoustic Emission Numerical Modelling Brittle Failure Damage Propagation Dynamic Behavior Compressive Strength Tunnel Design Geomechanics This cluster of papers covers advances in rock mechanics and engineering, including topics such as fracture behavior, acoustic emission monitoring, numerical modelling, brittle failure, damage propagation, dynamic behavior, compressive strength estimation, tunnel design, and geomechanics.
Biofuel production and bioconversion Physical Sciences → Engineering → Biomedical Engineering	1	3	Engineering	Pretreatment Enzymatic Hydrolysis Lignocellulosic Biomass Bioethanol Production Cellulase Enzymes Biorefinery Concept Biomass Recalcitrance Ethanol Fermentation Ionic Liquid Pretreatment Global Bioenergy Potential This cluster of papers focuses on the technological aspects of producing biofuels, particularly bioethanol, from lignocellulosic biomass. It covers topics such as pretreatment methods, enzymatic hydrolysis, biorefinery concepts, biomass recalcitrance, and ethanol fermentation. The research aims to address challenges in biofuel production and explore the potential of biomass as a sustainable energy source.
Natural Language Processing Techniques Physical Sciences → Computer Science → Artificial Intelligence	1	3	Computer Science	Statistical Machine Translation Neural Machine Translation Dependency Parsing Word Sense Disambiguation Part-of-Speech Tagging Corpus Linguistics Syntax-based Translation Models Multilingual Neural Machine Translation Lexical Database Language Modeling This cluster of papers focuses on statistical machine translation, neural machine translation, dependency parsing, word sense disambiguation, and part-of-speech tagging. It also covers topics such as corpus linguistics, syntax-based translation models, multilingual neural machine translation, and language modeling.
Robotics and Sensor-Based Localization Physical Sciences → Engineering → Aerospace Engineering	1	3	Engineering	SLAM 3D Mapping Visual Odometry Robotics Localization Point Cloud Monocular SLAM RGB-D Cameras Graph Optimization Mobile Robots This cluster of papers focuses on Simultaneous Localization and Mapping (SLAM) techniques, including visual odometry, 3D mapping, and graph optimization for mobile robots and autonomous systems. It covers various aspects such as monocular SLAM, RGB-D cameras, point cloud processing, and real-time implementation for accurate localization and mapping.
Membrane Separation Technologies Physical Sciences → Environmental Science → Water Science and Technology	1	3	Environmental Science	Membrane Technology Desalination Nanofiltration Forward Osmosis Graphene-based Membranes Membrane Fouling Sustainable Water Treatment Polymer Membranes Membrane Distillation Antifouling Strategies This cluster of papers explores advancements in water purification technologies, focusing on membrane technology, desalination, nanofiltration, forward osmosis, graphene-based membranes, membrane fouling, sustainable water treatment, polymer membranes, membrane distillation, and antifouling strategies.
Public Policy and Administration Research Social Sciences → Social Sciences → Public Administration	1	2	Social Sciences	Collaborative Governance Public Management Reform Network Management Public Service Motivation Co-Production Performance Measurement Policy Implementation Stakeholder Involvement Institutional Theory Public Value This cluster of papers explores the concept of collaborative governance in public administration and management, focusing on topics such as public management reform, network management, public service motivation, co-production, performance measurement, policy implementation, stakeholder involvement, institutional theory, and public value. The papers discuss theoretical frameworks, empirical evaluations, and practical implications related to collaborative governance in the public sector.
Genomics and Chromatin Dynamics Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	1	1	Biochemistry, Genetics and Molecular Biology	Chromatin Transcription Histone Modifications Epigenetics Gene Regulation Enhancers DNA Elements 3D Genome Organization Transcription Factors Nucleosome Positioning This cluster of papers focuses on the regulation of chromatin structure and function, including topics such as histone modifications, transcriptional regulation, enhancers, DNA elements, 3D genome organization, and nucleosome positioning. The research covers a wide range of molecular mechanisms involved in controlling gene expression and epigenetic processes.
Statistical Methods and Bayesian Inference Physical Sciences → Mathematics → Statistics and Probability	1	3	Mathematics	Multiple Imputation Bayesian Modeling Generalized Linear Models Longitudinal Data Analysis Model Complexity Statistical Methods Mixed-Effects Models Simulation Studies Structural Equation Modeling Sensitivity Analysis This cluster of papers focuses on various statistical methods and models for handling missing data in research, including multiple imputation, Bayesian modeling, generalized linear models, longitudinal data analysis, and sensitivity analysis. It covers topics such as model complexity, simulation studies, and the application of these methods in different fields. The cluster also discusses the challenges and best practices for analyzing datasets with missing values.
Oral microbiology and periodontitis research Health Sciences → Dentistry → Periodontics	1	4	Dentistry	Periodontal Diseases Oral Microbiome Bacterial Diversity Gingival Plaque Systemic Inflammation Dental Caries Microbial Ecology Host Interactions Diabetes Mellitus Inflammatory Pathways This cluster of papers focuses on the study of periodontal diseases, oral microbiome, bacterial diversity in gingival plaque, and their systemic impact. It explores the relationship between periodontitis and systemic inflammation, diabetes mellitus, cardiovascular diseases, and pregnancy outcomes. The research also delves into the microbial ecology of the oral cavity, host-microbe interactions, and the role of inflammatory pathways in periodontal tissue destruction.
Software Engineering Research Physical Sciences → Computer Science → Information Systems	1	3	Computer Science	Refactoring Code Clone Detection Software Defect Prediction Requirements Traceability Static Code Attributes Machine Learning Software Maintenance Source Code Analysis Bug Localization API Usage Patterns This cluster of papers focuses on empirical studies in software engineering, covering topics such as refactoring, code clone detection, software defect prediction, requirements traceability, static code attributes, machine learning, software maintenance, source code analysis, bug localization, and API usage patterns.
Seismic Imaging and Inversion Techniques Physical Sciences → Earth and Planetary Sciences → Geophysics	1	3	Earth and Planetary Sciences	Seismic Waveform Inversion Full-Waveform Tomography Geophysical Imaging Elastic Properties Frequency-Dependent Anisotropy Seismic Data Processing Inverse Problems Wave Equation Migration Rock Physics Adjoint Methods This cluster of papers focuses on seismic waveform inversion in exploration geophysics, covering topics such as full-waveform tomography, elastic properties of rocks, frequency-dependent anisotropy, seismic data processing, and inverse problems. The papers also discuss the application of adjoint methods, rock physics, and wave equation migration in the context of geophysical imaging.
European Union Policy and Governance Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	European integration governance European Union normative power political dynamics multi-level compliance democratic deficit party positions institutionalization This cluster of papers focuses on the dynamics of European integration, governance structures within the European Union, normative power, compliance with EU regulations, democratic deficit, party positions on European integration, and the institutionalization of EU policies. It explores the complexities of multi-level governance, the impact of Europeanization on national politics, and the challenges of building a cohesive European identity.
Urban Transport and Accessibility Social Sciences → Social Sciences → Transportation	1	2	Social Sciences	Built Environment Active Travel Physical Activity Transportation Urban Design Health Impact Assessment Bike Sharing Neighborhood Walkability Accessibility Environmental Correlates This cluster of papers explores the influence of the built environment on active travel, focusing on factors such as neighborhood walkability, accessibility, and environmental correlates. It delves into the impact of urban design, transportation infrastructure, and health impact assessments on promoting physical activity through active modes of travel.
Quantum Dots Synthesis And Properties Physical Sciences → Materials Science → Materials Chemistry	1	3	Materials Science	Quantum Dots Nanocrystals Bioimaging Photovoltaics Semiconductor Nanocrystals Fluorescence Imaging Colloidal Nanocrystals Biological Detection Solar Cells Nanoparticle Synthesis This cluster of papers explores the diverse applications of quantum dots and nanocrystals in various fields such as bioimaging, photovoltaics, fluorescence imaging, biological detection, and nanoparticle synthesis. The research covers topics ranging from quantum dot solar cells to in vivo molecular and cellular imaging using quantum dots.
Astro and Planetary Science Physical Sciences → Physics and Astronomy → Astronomy and Astrophysics	1	3	Physics and Astronomy	Solar System Abundances Terrestrial Planets Giant Planets Cometary Composition Asteroid Taxonomy Planetary Chronology Enceladus Plumes Chondritic Meteorites Kuiper Belt Structure Extraterrestrial Organic Matter This cluster of papers explores the formation and evolution of the Solar System, including topics such as the abundances and compositions of various celestial bodies, the chronology of planetary formation, the taxonomy of asteroids and comets, and the structure of the Kuiper Belt. It also delves into the composition of meteorites, plumes on moons like Enceladus, and the presence of organic matter in extraterrestrial environments.
Meat and Animal Product Quality Life Sciences → Agricultural and Biological Sciences → Animal Science and Zoology	1	1	Agricultural and Biological Sciences	Meat Quality Protein Oxidation Lipid Oxidation Antioxidants Spoilage Microbiota Water-Holding Capacity Consumer Perception Modified Atmosphere Packaging Muscle Fiber Characteristics Freshness Assessment This cluster of papers explores various factors influencing meat quality, including protein and lipid oxidation, spoilage microbiota, water-holding capacity, and the impact of different preservation methods. It also delves into consumer perception, the role of antioxidants, and the use of modified atmosphere packaging to maintain freshness. Additionally, it investigates the relationship between muscle fiber characteristics and meat quality.
Biblical Studies and Interpretation Social Sciences → Arts and Humanities → Religious studies	1	2	Arts and Humanities	Biblical Monotheism Jewish Society Christian Identity Ancient Judaism Hebrew Bible Early Christianity Iron Age Chronology Theology Dead Sea Scrolls Religious Interpretation This cluster of papers focuses on biblical studies, ancient Judaism, early Christianity, and Christian theology. It explores topics such as biblical monotheism, Jewish society, Christian identity in the ancient world, the Hebrew Bible, early Christian literature, Iron Age chronology, theology, and the Dead Sea Scrolls.
Discourse Analysis in Language Studies Social Sciences → Arts and Humanities → Literature and Literary Theory	1	2	Arts and Humanities	Discourse Analysis Academic Writing Critical Discourse Corpus Linguistics Metadiscourse Genre Pedagogy Multimodality Lexical Bundles Social Interaction Rhetorical Structure This cluster of papers focuses on discourse analysis in academic writing, with a particular emphasis on critical discourse, corpus linguistics, metadiscourse, genre pedagogy, and multimodality. It explores the language and social interactions within academic and media discourses, including the use of lexical bundles and rhetorical structures to convey specific meanings and ideologies.
Plant Diversity and Evolution Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	1	1	Agricultural and Biological Sciences	Angiosperm Phylogeny Flowering Plants Biogeography Diversification Phylogenetics Evolutionary History Taxonomy Molecular Phylogeny Plant Diversity Historical Biogeography This cluster of papers explores the evolution, classification, and biogeography of flowering plants, particularly focusing on the phylogeny, diversification, and historical biogeography of angiosperms. It covers topics such as molecular phylogenetics, taxonomic classification, plant diversity, and the evolutionary history of flowering plants.
Pharmaceutical and Antibiotic Environmental Impacts Physical Sciences → Environmental Science → Pollution	1	3	Environmental Science	Antibiotics Resistance Genes Wastewater Contaminants Aquatic Environment Pharmaceuticals Environmental Impact Microbial Communities Removal Methods Ecotoxicity Horizontal Gene Transfer This cluster of papers focuses on the occurrence, impact, and removal of antibiotics and antibiotic resistance genes in aquatic environments and wastewater. It explores the presence of pharmaceuticals, hormones, and other organic contaminants, as well as their effects on microbial communities and ecological systems. The cluster also delves into the mechanisms of antibiotic resistance, horizontal gene transfer, and the environmental risks associated with antibiotic pollution.
Software Engineering Techniques and Practices Physical Sciences → Computer Science → Information Systems	1	3	Computer Science	Agile Software Development Empirical Studies Requirements Engineering Global Software Development Systematic Literature Reviews Project Risk Management Pair Programming Software Process Improvement User Feedback Continuous Integration This cluster of papers focuses on agile software development, empirical studies, requirements engineering, global software development, systematic literature reviews, project risk management, pair programming, software process improvement, user feedback, and continuous integration in the context of software engineering research.
Carcinogens and Genotoxicity Assessment Life Sciences → Biochemistry, Genetics and Molecular Biology → Cancer Research	1	1	Biochemistry, Genetics and Molecular Biology	Comet Assay Genotoxicity Testing Micronucleus Assay DNA Damage Carcinogenesis Environmental Monitoring Biomonitoring Mutagenicity Chemical Carcinogens Risk Assessment This cluster of papers focuses on genotoxicity and carcinogenesis mechanisms, covering topics such as Comet Assay, Micronucleus Assay, DNA damage, environmental monitoring, biomonitoring, mutagenicity, and risk assessment in the context of chemical carcinogens.
Chromosomal and Genetic Variations Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Genome Evolution Polyploidy Transposable Elements Plant Speciation Small RNAs Centromeres Genetic Diversity Chromosome Duplication Epigenetic Regulation Repetitive Elements This cluster of papers explores the evolution of plant genomes, with a focus on polyploidy, transposable elements, small RNAs, and the role of repetitive elements. It investigates the impact of genome duplication on genetic diversity, speciation, and epigenetic regulation, shedding light on the evolutionary significance of these processes in plants.
Psychological Well-being and Life Satisfaction Social Sciences → Psychology → Social Psychology	1	2	Psychology	Positive Psychology Well-Being Positive Emotions Happiness Subjective Well-Being Resilience Gratitude Mental Health Eudaimonia Life Satisfaction This cluster of papers focuses on the role of positive emotions, well-being, and mental health, encompassing topics such as positive psychology, happiness, subjective well-being, resilience, gratitude, and eudaimonia. It explores the impact of positive emotions on individual flourishing and the broader implications for mental health and societal well-being.
Mathematical and Theoretical Epidemiology and Ecology Models Health Sciences → Medicine → Public Health, Environmental and Occupational Health	1	4	Medicine	Disease Transmission Population Dynamics Epidemic Models Predator-Prey Interactions Global Stability Mathematical Modeling Stochastic Differential Equations Infectious Diseases Allee Effects Spatial Patterns This cluster of papers focuses on mathematical modeling and analysis of disease transmission, population dynamics, and predator-prey interactions. It covers topics such as epidemic models, global stability, infectious diseases, Allee effects, and the use of stochastic differential equations to study these phenomena.
Cancer-related molecular mechanisms research Life Sciences → Biochemistry, Genetics and Molecular Biology → Cancer Research	1	1	Biochemistry, Genetics and Molecular Biology	Long Noncoding RNAs Cancer RNA Regulation Epigenetic Regulation Transcriptional Landscape Cell Differentiation Chromatin Modification Competing Endogenous RNA Genome Regulation Non-coding RNA Networks This cluster of papers explores the role of long noncoding RNAs (lncRNAs) in cancer, development, and genome regulation. It covers topics such as the transcriptional landscape, epigenetic regulation, chromatin modification, competing endogenous RNA networks, and the impact of lncRNAs on cell differentiation. The papers also delve into the functional classification and molecular mechanisms of lncRNAs, highlighting their significance in human diseases.
Advanced Proteomics Techniques and Applications Physical Sciences → Chemistry → Spectroscopy	1	3	Chemistry	Proteomics Mass Spectrometry Quantitative Analysis Protein Identification Phosphoproteomics Biomarker Discovery Label-free Quantification Tandem Mass Spectrometry Protein Phosphorylation Data-independent Acquisition This cluster of papers covers advancements in mass spectrometry techniques, with a focus on proteomics, quantitative analysis, protein identification, phosphoproteomics, and biomarker discovery. It includes topics such as label-free quantification, tandem mass spectrometry, protein phosphorylation, and data-independent acquisition.
HIV/AIDS drug development and treatment Health Sciences → Medicine → Infectious Diseases	1	4	Medicine	Antiretroviral Therapy HIV Infection Drug Resistance Integrase Inhibitors Nucleoside Analogues Adverse Effects Viral Diseases Reverse Transcriptase Inhibitors Hepatotoxicity Renal Toxicity This cluster of papers focuses on the efficacy and safety of antiretroviral therapy for HIV infection, including the development of drug resistance, the use of integrase inhibitors and reverse transcriptase inhibitors, and the adverse effects such as hepatotoxicity and renal toxicity. It also explores the use of nucleoside analogues for treating viral diseases.
Geophysical and Geoelectrical Methods Physical Sciences → Earth and Planetary Sciences → Geophysics	1	3	Earth and Planetary Sciences	Electrical Resistivity Tomography Magnetotelluric Imaging Geophysical Inversion Hydrogeophysical Characterization Marine Electromagnetic Methods Spectral Induced Polarization Seismic Tomography Geoelectrical Signatures Subsurface Solute Transport Groundwater Exploration This cluster of papers covers advancements in geophysical exploration and monitoring techniques, including topics such as electrical resistivity tomography, magnetotelluric imaging, geophysical inversion, hydrogeophysical characterization, marine electromagnetic methods, spectral induced polarization, seismic tomography, geoelectrical signatures, subsurface solute transport, and groundwater exploration.
Ethics in Clinical Research Health Sciences → Medicine → Public Health, Environmental and Occupational Health	1	4	Medicine	Informed Consent Clinical Trials Research Participation Ethical Guidelines Minority Recruitment Genomic Research Human Subjects Protection Biobanking Vulnerability in Research Community Engagement This cluster of papers focuses on the ethical considerations and challenges in medical research participation, including issues related to informed consent, clinical trials, minority recruitment, genomic research, human subjects protection, biobanking, and vulnerability in research. The papers also discuss strategies for improving recruitment and retention of diverse populations in research studies.
Early Childhood Education and Development Social Sciences → Social Sciences → Education	1	2	Social Sciences	School Engagement Student-Teacher Relationships Social and Emotional Learning Early Childhood Education Academic Achievement Child Development Classroom Quality Educational Interventions Self-Regulation School Readiness This cluster of papers explores the multifaceted concept of school engagement, encompassing student-teacher relationships, social and emotional learning, early childhood education, academic achievement, classroom quality, educational interventions, self-regulation, and school readiness. The research emphasizes the importance of fostering positive environments and supportive relationships to enhance students' engagement and overall development.
Advanced Cellulose Research Studies Physical Sciences → Materials Science → Biomaterials	1	3	Materials Science	Nanocellulose Cellulose Nanocrystals Bacterial Cellulose Ionic Liquids Biocomposites Sustainable Materials Nanofibrils TEMPO-Mediated Oxidation Biomedical Applications Green Nanotechnology This cluster of papers focuses on the properties, production, and applications of nanocellulose, including cellulose nanocrystals and bacterial cellulose. It covers topics such as the use of ionic liquids in cellulose dissolution, sustainable biocomposites, TEMPO-mediated oxidation, and the potential biomedical applications of nanocellulose. The research also explores nanocellulose as a sustainable and versatile material for various fields, highlighting its potential in green nanotechnology.
Hydraulic Fracturing and Reservoir Analysis Physical Sciences → Engineering → Mechanical Engineering	1	3	Engineering	Hydraulic Fracturing Shale Gas Reservoirs Fracture Propagation Stimulation Design Microseismic Monitoring Reservoir Simulation Fracture Network Fracture Conductivity Geomechanical Modeling Unconventional Reservoirs This cluster of papers focuses on the hydraulic fracturing process in shale gas reservoirs, covering topics such as fracture propagation, stimulation design optimization, microseismic monitoring, reservoir simulation, fracture network characterization, and geomechanical modeling. The papers explore the challenges and opportunities associated with hydraulic fracturing in unconventional reservoirs, aiming to improve understanding and performance in this field.
GNSS positioning and interference Physical Sciences → Engineering → Aerospace Engineering	1	3	Engineering	Global Navigation Satellite Systems GNSS Precise Point Positioning Reference Frame Atmospheric Effects Orbit Determination Tropospheric Delay Ambiguity Resolution Multi-GNSS Experiment Receiver Antennas This cluster of papers focuses on the advancements and applications of Global Navigation Satellite Systems (GNSS), including topics such as precise point positioning, reference frame modeling, atmospheric effects, orbit determination, tropospheric delay modeling, ambiguity resolution, multi-GNSS experiments, and receiver antennas.
Mass Spectrometry Techniques and Applications Physical Sciences → Chemistry → Spectroscopy	1	3	Chemistry	Mass Spectrometry Ionization Electrospray Proteins Imaging Ambient Conditions Ion Mobility MALDI Proteomics Structural Biology This cluster of papers covers advancements in mass spectrometry techniques, including ionization methods such as electrospray and MALDI, analysis of proteins and peptides, imaging mass spectrometry, and applications under ambient conditions. It also explores ion mobility and its role in proteomics and structural biology.
Urban Green Space and Health Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis	1	3	Environmental Science	Urban Green Space Public Health Environmental Justice Nature Contact Biodiversity Conservation Mental Wellbeing Ecosystem Services Physical Activity Stress Relief Community Health This cluster of papers explores the impact of urban green space on public health, emphasizing the relationship between nature contact, biodiversity conservation, and mental wellbeing. It addresses environmental justice, ecosystem services, and the role of green spaces in promoting physical activity and stress relief. The research also delves into the community health benefits associated with access to urban green areas.
Insect and Arachnid Ecology and Behavior Life Sciences → Biochemistry, Genetics and Molecular Biology → Genetics	1	1	Biochemistry, Genetics and Molecular Biology	Social Insects Genomics Symbiosis Ants Termites Honeybees Microbiota Division of Labor Mutualism Eusociality This cluster of papers explores the genomic insights into social insects, particularly ants, termites, and honeybees, focusing on their symbiotic relationships, division of labor, and the genetic basis of eusociality. It also delves into the microbiota of these insects and their role in ecological interactions.
Electrospun Nanofibers in Biomedical Applications Physical Sciences → Materials Science → Biomaterials	1	3	Materials Science	Electrospinning Nanofibers Tissue Engineering Biomedical Applications Polymer Nanofibers Drug Delivery Nanocomposites Fiber Fabrication Scaffold Regenerative Medicine This cluster of papers focuses on the use of electrospun nanofibers in various biomedical applications such as tissue engineering, drug delivery, and regenerative medicine. The papers cover topics including electrospinning techniques, polymer nanofiber fabrication, scaffold design, and the potential of nanofibers in nanocomposites.
Wheat and Barley Genetics and Pathology Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Wheat Genetics Breeding Disease Resistance Genomic Diversity Yield Potential Polyploid Wheat QTL Mapping Genome Sequencing Crop Improvement This cluster of papers focuses on the genetic diversity, breeding, and genomics of wheat, with an emphasis on disease resistance, yield potential, polyploid wheat, QTL mapping, and genome sequencing. It covers topics such as the impact of environmental factors on wheat grain development, the role of genes in conferring resistance to fungal pathogens, and the use of advanced breeding technologies to improve crop productivity.
Mesoporous Materials and Catalysis Physical Sciences → Materials Science → Materials Chemistry	1	3	Materials Science	Mesoporous Materials Nanocomposite Materials Ordered Nanoporous Arrays Drug Delivery Catalysis Silica-Based Materials Hybrid Organic-Inorganic Materials Pore Structure Characterization Template Synthesis Functionalization This cluster of papers focuses on the synthesis, characterization, and applications of mesoporous materials, including nanocomposite materials, ordered nanoporous arrays, and silica-based hybrid organic-inorganic materials. The research covers topics such as drug delivery, catalysis, and pore structure characterization, highlighting the advancements in the field of mesoporous materials.
Additive Manufacturing and 3D Printing Technologies Physical Sciences → Engineering → Automotive Engineering	1	3	Engineering	Additive Manufacturing 3D Printing Materials Applications Challenges Fused Deposition Modeling Biomedical Engineering Polymer Composites Sustainability Ceramics This cluster of papers focuses on additive manufacturing and 3D printing technologies, covering a wide range of materials, methods, applications, and challenges. It includes research on fused deposition modeling, polymer composites, biomedical engineering, ceramics, sustainability, and the societal impact of additive manufacturing.
Economic Theory and Institutions Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	1	2	Economics, Econometrics and Finance	Institutional Economics Economic Institutions Evolutionary Economics Behavioral Economics Market Evolution Property Rights Macroeconomics Social Evolution Neoliberalism Darwinism in Economics This cluster of papers explores the study of economic institutions, behavior, and evolution, encompassing topics such as institutional economics, evolutionary economics, behavioral economics, market evolution, property rights, macroeconomics, social evolution, neoliberalism, and Darwinism in economics.
Plant Pathogens and Fungal Diseases Life Sciences → Biochemistry, Genetics and Molecular Biology → Cell Biology	1	1	Biochemistry, Genetics and Molecular Biology	Fungal Pathogens Endophytic Fungi Phylogenetic Analysis Genomic Characterization Plant Pathogenesis Species Recognition Molecular Identification Host Specificity Pathogen Diversity Taxonomic Revision This cluster of papers explores the diversity, evolution, and pathogenicity of fungal pathogens, with a focus on endophytic fungi, phylogenetic analysis, genomic characterization, plant pathogenesis, species recognition, molecular identification, host specificity, and taxonomic revision.
Metabolomics and Mass Spectrometry Studies Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	1	1	Biochemistry, Genetics and Molecular Biology	Metabolomics Mass Spectrometry Data Analysis Biomarkers Human Metabolome Database Lipidomics NMR Spectroscopy Genomics Pharmacometabolomics Precision Medicine This cluster of papers represents advances in metabolomics research, focusing on techniques such as mass spectrometry and NMR spectroscopy for analyzing the metabolome. It covers topics including data processing, biomarker identification, lipidomics, and the use of metabolomics in genomics and precision medicine.
Advanced Electron Microscopy Techniques and Applications Life Sciences → Biochemistry, Genetics and Molecular Biology → Structural Biology	1	1	Biochemistry, Genetics and Molecular Biology	Cryo-Electron Microscopy Single-Particle Analysis Electron Tomography Image Processing Atomic Resolution Structure Determination Beam-Induced Motion Correction High-Resolution Imaging Nanoparticle Growth Neural Circuit Reconstruction This cluster of papers represents advancements in cryo-electron microscopy techniques, including single-particle analysis, electron tomography, and image processing for achieving atomic resolution. It covers topics such as beam-induced motion correction, high-resolution imaging of nanoparticles, and neural circuit reconstruction using advanced microscopy methods.
Pesticide Exposure and Toxicity Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Pesticides Exposure Health Effects Environmental Impact Risk Assessment Neurotoxicity Chronic Diseases Organophosphates Food Safety Chemical Warfare Agents This cluster of papers focuses on the impact of pesticides use in agriculture, covering topics such as pesticide exposure, associated human health effects, environmental impact, risk assessment, neurotoxicity, chronic diseases, organophosphates, and chemical warfare agents. The papers discuss the benefits and hazards of pesticides use, their effects on food safety and security, as well as the urgent need for new concepts in agriculture to address the issues related to pesticide usage.
Trace Elements in Health Health Sciences → Nursing → Nutrition and Dietetics	1	4	Nursing	Copper Zinc Oxidative Stress Antioxidant Metallothionein Neurological Disorders Homeostasis Toxicity Immune Function Nutrition This cluster of papers explores the role of copper and zinc in health and disease, focusing on oxidative stress, antioxidant properties, metallothionein, neurological disorders, homeostasis, toxicity, immune function, and nutrition. The papers cover a wide range of topics including the molecular mechanisms, physiological roles, and clinical implications of copper and zinc in the human body.
Telomeres, Telomerase, and Senescence Health Sciences → Medicine → Physiology	1	4	Medicine	Senescence Telomere Tumor Suppression Inflammation Oncogene-induced Senescence DNA Damage Response Senolytics Stem Cells Aging Telomerase This cluster of papers explores the mechanisms and implications of cellular senescence, with a focus on telomere dynamics, tumor suppression, inflammation, DNA damage response, and the potential therapeutic role of senolytics in aging-related diseases.
E-Government and Public Services Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	E-Government Transparency Trust Social Media Open Data Citizen Engagement ICTs Government Services Accountability Public Sector This cluster of papers explores the evolution, impact, and challenges of E-Government initiatives, focusing on transparency, trust, social media, open data, citizen engagement, ICTs, government services, accountability, and the role of the public sector.
Scoliosis diagnosis and treatment Health Sciences → Medicine → Surgery	1	4	Medicine	Spinal Deformity Scoliosis Sagittal Alignment Pelvic Incidence Pedicle Subtraction Osteotomy Proximal Junctional Kyphosis Adolescent Idiopathic Scoliosis Spinal Fusion Sagittal Balance Orthopaedic Treatment This cluster of papers focuses on the impact of spinal deformities, such as scoliosis, on the health and function of individuals. It covers topics such as sagittal alignment, pelvic incidence, pedicle subtraction osteotomy, proximal junctional kyphosis, and orthopaedic treatment for adolescent idiopathic scoliosis. The research aims to understand the classification, complications, surgical techniques, and long-term outcomes related to spinal deformities.
Antibiotics Pharmacokinetics and Efficacy Health Sciences → Medicine → Pharmacology	1	4	Medicine	Antibiotic Pharmacokinetics Critically Ill Patients Pharmacodynamic Beta-lactam Antibiotics Drug Dosing Antimicrobial Resistance Continuous Infusion Aminoglycosides Therapeutic Drug Monitoring Augmented Renal Clearance This cluster of papers focuses on the pharmacokinetics of antibiotics, particularly in critically ill patients. It covers topics such as drug dosing, antimicrobial resistance, therapeutic drug monitoring, and the impact of factors like augmented renal clearance on antibiotic levels in the body.
Ethics in Business and Education Social Sciences → Decision Sciences → Information Systems and Management	1	2	Decision Sciences	Ethical Decision Making Moral Identity Business Ethics Whistleblowing Organizational Culture Ethical Behavior Social Cognitive Theory Corporate Ethics Professional Education Cultural Values This cluster of papers explores the complex landscape of ethical decision making in organizations, delving into topics such as moral identity, business ethics, whistleblowing, organizational culture, and the influence of cultural values. It investigates the role of social cognitive theory, corporate ethics, and the impact of professional education on ethical behavior.
Market Dynamics and Volatility Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	1	2	Economics, Econometrics and Finance	Oil Price Shocks Economic Policy Uncertainty Stock Market Volatility Spillovers Commodity Markets Macroeconomic Effects Financialization Speculation Global Economy Monetary Policy This cluster of papers focuses on the impact of oil price shocks on the global economy, including the stock market, volatility spillovers, commodity markets, and the macroeconomic effects of economic policy uncertainty. It explores the role of financialization, speculation, and monetary policy in shaping the response to oil price fluctuations.
Soviet and Russian History Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Soviet Union Empire Stalinism National Identity Central Asia Colonialism Cultural Diplomacy Ethnic Cleansing Post-Soviet Politics Migration This cluster of papers explores the formation, impact, and legacy of the Soviet Empire, focusing on topics such as Stalinism, national identity, colonialism in Central Asia, cultural diplomacy, ethnic cleansing, and post-Soviet politics. It delves into the complexities of the Soviet Union's ethnographic knowledge, architecture, gender dynamics, and the interplay between various ethnicities within the empire.
Helminth infection and control Health Sciences → Veterinary → Small Animals	1	4	Veterinary	Anthelmintic Resistance Nematodes Veterinary Parasites Drug Resistance Helminths Fascioliasis Ivermectin Livestock Genetics Epidemiology This cluster of papers focuses on the prevalence, mechanisms, and impact of anthelmintic resistance in veterinary parasites, particularly nematodes and helminths. It also explores the epidemiology, genetics, and drug resistance of parasites affecting livestock, with a specific emphasis on fascioliasis and the use of drugs like ivermectin.
Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities Life Sciences → Biochemistry, Genetics and Molecular Biology → Genetics	1	1	Biochemistry, Genetics and Molecular Biology	Sex Determination X Chromosome Inactivation Y Chromosome Degeneration Gonadal Development Sexually Dimorphic Gene Expression Turner Syndrome SRY Gene Aromatase Expression Wnt Signaling Pathway Temperature-Dependent Sex Determination This cluster of papers explores the genetic, physiological, and environmental influences on sex determination and differentiation in various organisms. It covers topics such as X chromosome inactivation, Y chromosome degeneration, gonadal development, sexually dimorphic gene expression, Turner syndrome, SRY gene function, aromatase expression, Wnt signaling pathway, and temperature-dependent sex determination.
Fungal Biology and Applications Health Sciences → Medicine → Pharmacology	1	4	Medicine	Medicinal Mushrooms Antioxidant Activity Polysaccharides Cancer Therapy Immunomodulating Compounds Nutritional Value Ganoderma lucidum Antitumor Agents Biological Activities Pharmacological Potential This cluster of papers explores the medicinal properties of mushrooms, focusing on their potential as antitumor and immunomodulating agents. It covers topics such as antioxidant activity, polysaccharides, cancer therapy, nutritional value, and specific mushroom species like Ganoderma lucidum. The research delves into the pharmacological potential and biological activities of these mushrooms.
Antimicrobial Peptides and Activities Life Sciences → Immunology and Microbiology → Microbiology	1	1	Immunology and Microbiology	Antimicrobial Peptides Host Defense Innate Immunity Therapeutic Agents Mechanisms of Action Resistance Cationic Peptides Microbicidal Activity Immune Modulation Peptide Antibiotics This cluster of papers explores the diverse roles and mechanisms of antimicrobial peptides in host defense, innate immunity, and potential therapeutic applications. It covers topics such as the structure, function, and mode of action of antimicrobial peptides, their role in immune modulation, and their potential as novel antimicrobial agents. The cluster also delves into the challenges of antimicrobial resistance and the development of peptide-based therapies.
Urban Stormwater Management Solutions Physical Sciences → Environmental Science → Environmental Engineering	1	3	Environmental Science	Urban Stormwater Management Sustainable Drainage Systems Low Impact Development Practices Bioretention Technology Urban Hydrology Water Quality Impervious Surfaces Rainwater Harvesting Pollutant Removal Climate Change Impact This cluster of papers focuses on urban stormwater management, sustainable drainage systems, and the impact of urbanization on hydrology and water quality. It covers topics such as low impact development practices, bioretention technology, the effects of impervious surfaces, rainwater harvesting, pollutant removal, and the influence of climate change on urban drainage systems.
melanin and skin pigmentation Life Sciences → Biochemistry, Genetics and Molecular Biology → Cell Biology	1	1	Biochemistry, Genetics and Molecular Biology	Melanin Pigmentation Melanocyte Regulation Tyrosinase UV Damage Skin Color Genetics Vitiligo Adaptation This cluster of papers explores the genetics, regulation, and adaptive significance of melanin pigmentation in mammalian skin, including its role in UV damage protection, hormonal regulation, and conditions such as vitiligo. It covers a wide range of topics from the molecular mechanisms of melanogenesis to the evolutionary and adaptive aspects of skin coloration.
Nematode management and characterization studies Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Nematodes Plant-Parasitic Molecular Pathology Soil Food Web Genome Sequence Nematode Control Root-Knot Resistance RNAi Silencing Phylogenetic Relationships Biological Control This cluster of papers focuses on the study of plant-parasitic nematodes, including their molecular pathology, genome sequences, control strategies, resistance mechanisms in plants, phylogenetic relationships, and biological control methods. The research covers a wide range of topics related to the interactions between nematodes and plants, with a particular emphasis on soil food webs and the impact of nematodes on plant health.
Auction Theory and Applications Social Sciences → Decision Sciences → Management Science and Operations Research	1	2	Decision Sciences	Auction Theory Mechanism Design Procurement Contracts Combinatorial Auctions Incentives Internet Auctions Winner Determination Reputation Systems Bid Rotation Regret Information This cluster of papers focuses on the theory and practice of auction design, mechanism design, and procurement contracts. It covers topics such as combinatorial auctions, incentives, winner determination, reputation systems, bid rotation, and regret information in various auction settings.
Integrated Energy Systems Optimization Physical Sciences → Engineering → Electrical and Electronic Engineering	1	3	Engineering	Renewable Energy Energy Systems District Heating Electricity Storage Energy Modeling Wind Power Integration Smart Energy Systems Power Grid Flexibility Energy Transition Decarbonization This cluster of papers focuses on the integration of renewable energy systems, including wind, water, and solar power, into existing power grids. It covers topics such as district heating, electricity storage, energy modeling, power grid flexibility, and the transition towards decarbonized energy systems.
Underwater Vehicles and Communication Systems Physical Sciences → Engineering → Ocean Engineering	1	3	Engineering	Underwater Acoustic Sensor Networks Acoustic Communications Underwater Gliders Autonomous Underwater Vehicles Localization Techniques Wireless Sensor Networks Channel Models Energy-Efficient Routing Underwater Robotics Oceanographic Research This cluster of papers focuses on the research challenges, advancements, and applications in underwater acoustic sensor networks and communication. It covers topics such as propagation models, AUV navigation, localization techniques, energy-efficient routing, underwater gliders, autonomous underwater vehicles, and wireless sensor networks for oceanographic research.
Simulation Techniques and Applications Social Sciences → Decision Sciences → Management Science and Operations Research	1	2	Decision Sciences	Simulation Optimization Verification and Validation Agent-Based Modeling Parallel Simulation Systems Metamodeling Stochastic Approximation Discrete-Event Simulation Sequential Procedures Complex Adaptive Systems Modeling and Simulation This cluster of papers focuses on the optimization techniques, verification, and validation of simulation models, with an emphasis on agent-based modeling, parallel simulation systems, metamodeling, stochastic approximation, and discrete-event simulation. It also explores the use of sequential procedures in complex adaptive systems and addresses the challenges in modeling and simulation.
Japanese History and Culture Social Sciences → Social Sciences → Cultural Studies	1	2	Social Sciences	Japan culture identity society modernization gender history colonialism literature politics This cluster of papers covers a wide range of topics related to Japanese culture, society, and history, including modernization, gender dynamics, colonialism, literature, and politics. It explores the complexities of Japanese identity and its interactions with East Asian cultures.
Lignin and Wood Chemistry Physical Sciences → Engineering → Biomedical Engineering	1	3	Engineering	Lignin Valorization Catalytic Transformation Renewable Chemicals Biorefinery Lignocellulose Fractionation Depolymerisation Bioengineering Polymeric Materials Thermochemical Methods Nuclear Magnetic Resonance This cluster of papers focuses on the catalytic valorization of lignin for the production of renewable chemicals, with an emphasis on biorefinery processes, lignocellulose fractionation, depolymerisation, and bioengineering. It explores various thermochemical methods and the use of nuclear magnetic resonance for characterization.
Bat Biology and Ecology Studies Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	1	1	Agricultural and Biological Sciences	Bats Hibernation Echolocation White-Nose Syndrome Metabolic Rate Molecular Phylogeny Conservation Foraging Behavior Climate Change Disease Ecology This cluster of papers explores the ecology, behavior, physiology, and conservation of bats, with a focus on topics such as hibernation, echolocation, white-nose syndrome, metabolic rate, molecular phylogeny, and the impact of climate change. The papers also discuss the role of bats in ecosystems, their importance as bioindicators, and their potential as reservoirs for zoonotic pathogens.
Single-cell and spatial transcriptomics Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	1	1	Biochemistry, Genetics and Molecular Biology	Single-Cell Transcriptomics RNA-Seq Cell Types Spatial Profiling Lineage Tracking Data Integration Gene Expression Cell Heterogeneity Droplet-based Sequencing This cluster of papers focuses on the comprehensive integration and analysis of single-cell transcriptomic data, covering topics such as cell types, spatial profiling, lineage tracking, data integration, gene expression, and cell heterogeneity. The research explores various technologies and computational methods to study the transcriptomic landscape at the single-cell level.
Orthopedic Infections and Treatments Health Sciences → Medicine → Surgery	1	4	Medicine	Prosthetic Joint Infections Periprosthetic Joint Infection Orthopedic Implants Osteomyelitis Implant-Associated Infections Antibiotic Prophylaxis Biofilm Infections Diagnostic Imaging Surgical Management Infection Risk Factors This cluster of papers focuses on the diagnosis, treatment, and management of prosthetic joint infections, including periprosthetic joint infections associated with orthopedic implants. It covers topics such as osteomyelitis, antibiotic prophylaxis, biofilm infections, diagnostic imaging techniques, and surgical approaches. The papers also discuss infection risk factors and the economic burden of periprosthetic joint infections.
Global Educational Policies and Reforms Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Globalization Neoliberalism Education Policy Comparative Education Lifelong Learning PISA Study Public-Private Partnerships Data Visualization Policy Borrowing Digital Education Governance This cluster of papers explores the global governance of education policy, focusing on the impact of globalization, neoliberalism, and the PISA study. It delves into topics such as public-private partnerships, data visualization, policy borrowing, and digital education governance, reflecting a critical examination of education policies in various national and international contexts.
Bayesian Modeling and Causal Inference Physical Sciences → Computer Science → Artificial Intelligence	1	3	Computer Science	Bayesian Networks Causal Inference Graphical Models Probabilistic Learning Markov Logic Networks Inference Algorithms Causal Discovery Probabilistic Graphical Models Structure Learning Imprecise Probabilities This cluster of papers focuses on the learning, inference, and applications of Bayesian networks and related probabilistic graphical models. It covers topics such as causal inference, graphical model structure learning, Markov logic networks, and the use of imprecise probabilities in modeling. The papers also discuss various algorithms for probabilistic learning and highlight the applications of Bayesian networks in diverse fields such as ecology, healthcare, and decision making under uncertainty.
Stock Market Forecasting Methods Social Sciences → Decision Sciences → Management Science and Operations Research	1	2	Decision Sciences	Stock Market Prediction Time Series Forecasting Neural Networks Financial Time Series Deep Learning Support Vector Machines LSTM Networks Forecasting Models Sentiment Analysis Twitter Data This cluster of papers focuses on predicting stock market trends and movements using various techniques such as time series forecasting, neural networks, deep learning, support vector machines, sentiment analysis, and Twitter data. The research explores the application of these methods to financial time series data for stock market prediction.
Energy and Environment Impacts Physical Sciences → Environmental Science → Pollution	1	3	Environmental Science	Indoor Air Pollution Household Fuel Use Energy Poverty Respiratory Infections Solid Fuel Renewable Energy Cookstoves Health Impacts Rural Electrification Biomass Combustion This cluster of papers focuses on the impact of indoor air pollution from household fuel use, particularly in developing countries. It covers topics such as energy poverty, respiratory infections, solid fuel use, renewable energy solutions, health impacts, and rural electrification.
Islamic Finance and Banking Studies Social Sciences → Business, Management and Accounting → Accounting	1	2	Business, Management and Accounting	Islamic Banking Finance Ethical Identity Corporate Governance Risk Management Shariah Supervision Financial Stability Customer Preference Performance Analysis Global Financial Crisis This cluster of papers explores various aspects of Islamic banking and finance, including its business model, efficiency, stability, risk management, ethical identity, corporate governance, customer preferences, and performance analysis. The literature also delves into the impact of the global financial crisis on Islamic and conventional banks. It provides insights into the differences and similarities between Islamic and conventional banking systems, as well as the role of Islamic banking in economic growth.
Cultural Industries and Urban Development Social Sciences → Social Sciences → Urban Studies	1	2	Social Sciences	Creative Economy Urban Development Cultural Policy Arts and Culture Entrepreneurship Social Capital Cultural Clusters Workforce Dynamics Regional Growth Economic Impact This cluster of papers explores the impact of creative industries on urban development, emphasizing the role of cultural policy, entrepreneurship, and social capital. It delves into the dynamics of workforce in the creative economy, the formation of cultural clusters, and the economic impact of arts and culture. The papers also discuss the relationship between education, creativity, and economic performance in the context of urban environments.
Numerical methods for differential equations Physical Sciences → Mathematics → Numerical Analysis	1	3	Mathematics	Numerical Integration Differential Equations Exponential Integrators Symplectic Methods Time-Stepping Schemes Variational Integrators Matrix Exponential Runge-Kutta Methods Schrödinger Equation Hamiltonian Systems This cluster of papers focuses on the development and analysis of numerical integration methods for solving differential equations, with a particular emphasis on exponential integrators, symplectic methods, time-stepping schemes, and variational integrators. The research covers a wide range of applications including the numerical solution of the Schrödinger equation, Hamiltonian systems, and matrix exponential computations.
Disaster Response and Management Health Sciences → Health Professions → Emergency Medical Services	1	4	Health Professions	Disaster Response Public Health Triage Emergency Preparedness Mass Casualties Ethical Considerations Infectious Diseases Hospital Preparedness Resource Allocation Healthcare Workers This cluster of papers focuses on disaster response, public health preparedness, and the ethical considerations surrounding resource allocation, triage, and healthcare worker readiness. It covers a wide range of topics including infectious diseases, mass casualties, hospital preparedness, and the impact of natural disasters on public health. The papers also discuss the challenges and strategies for managing surge capacity, as well as the ethical dilemmas faced during pandemics and other public health emergencies.
Local Government Finance and Decentralization Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Fiscal Decentralization Governance Political Economy Local Public Goods Intergovernmental Fiscal Relations Tax Competition Economic Growth Public Sector Decentralisation Local Government Development This cluster of papers explores the topic of fiscal decentralization and governance, with a focus on political economy and the provision of local public goods. It covers aspects such as intergovernmental fiscal relations, tax competition, economic growth, and the impact of decentralization on development. The papers analyze the implications of fiscal decentralization for local government, accountability, and service delivery.
Museums and Cultural Heritage Social Sciences → Arts and Humanities → Museology	1	2	Arts and Humanities	Museum Learning Informal Education Science Centers Visitor Experience Family Engagement Free-Choice Learning Cultural Sustainability Interactive Exhibits School Field Trips Digital Engagement This cluster of papers focuses on informal learning in museums and science centers, exploring topics such as visitor experience, family engagement, free-choice learning, and the impact of digital engagement. It also delves into the role of school field trips, interactive exhibits, and cultural sustainability in enhancing museum learning experiences.
Sport and Mega-Event Impacts Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Mega Events Sport Tourism Social Impacts Destination Branding Community Development Economic Impact Festival Management Sustainable Development Sport for Development Urban Regeneration This cluster of papers explores the evolution, impacts, and management of event tourism, with a focus on mega events, sport tourism, social and economic impacts, destination branding, community development, and sustainable development. It delves into the role of events in urban regeneration and the use of sport for development initiatives.
Smart Cities and Technologies Physical Sciences → Engineering → Media Technology	1	3	Engineering	Smart Cities Urban Innovation Big Data Internet of Things Sustainability Governance Citizen Participation Privacy Concerns Artificial Intelligence Urban Development This cluster of papers explores the innovations and challenges in the development of smart cities, focusing on aspects such as urban innovation, big data, Internet of Things, sustainability, governance, citizen participation, privacy concerns, and the role of artificial intelligence. The research covers a wide range of topics related to the conceptualization, implementation, and impact of smart city initiatives.
Hydrological Forecasting Using AI Physical Sciences → Environmental Science → Environmental Engineering	1	3	Environmental Science	Machine Learning Hydrology Forecasting Artificial Neural Networks Water Resources Rainfall-Runoff Modeling Support Vector Machines Wavelet Analysis Model Performance Groundwater Level Forecasting This cluster of papers focuses on the application of machine learning methods, such as artificial neural networks, support vector machines, and wavelet analysis, in hydrological modeling and forecasting for water resources management. The papers cover topics including rainfall-runoff modeling, groundwater level forecasting, river flow prediction, and water quality modeling.
Water Treatment and Disinfection Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis	1	3	Environmental Science	Disinfection By-Products Drinking Water Genotoxicity Carcinogenicity Water Treatment Chlorination Nitrosamines Microbial Ecology Natural Organic Matter Health Effects This cluster of papers focuses on the occurrence, genotoxicity, and carcinogenicity of disinfection by-products (DBPs) in drinking water, with a specific emphasis on the effects of chlorination and alternative disinfectants. It also explores the formation, control, and health implications of various DBPs, including nitrosamines, haloacetic acids, and halonitromethanes. The cluster delves into the microbial ecology of drinking water distribution systems and the characterization of natural organic matter in relation to DBP formation.
Neuroendocrine regulation and behavior Social Sciences → Psychology → Social Psychology	1	2	Psychology	Oxytocin Social Behavior Neurobiology Trust Attachment Empathy Parental Care Vasopressin Neuropeptides Anxiety This cluster of papers explores the role of oxytocin and vasopressin in regulating social behavior, trust, attachment, empathy, and parental care. It delves into the neurobiological mechanisms underlying these behaviors and their implications for anxiety and mental health.
Poverty, Education, and Child Welfare Social Sciences → Social Sciences → Safety Research	1	2	Social Sciences	Conditional Cash Transfers School Subsidies Education Policies Orphan Care Poverty Reduction Gender Inequality AIDS Orphans Household Vulnerability Social Protection Primary Education This cluster of papers focuses on the impact of interventions and policies related to child labor, education, and poverty reduction, particularly in the context of conditional cash transfers, school subsidies, and orphan care. It explores the effects of these interventions on household vulnerability, social protection, gender inequality, and primary education in low- and middle-income countries.
Risk Perception and Management Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Risk Perception Trust Communication Public Health Nuclear Power Food Safety Precautionary Principle Social Amplification of Risk Environmental Risk Cultural Worldviews This cluster of papers explores the complex interplay between risk perception, trust, and communication in society, with a focus on topics such as nuclear power, food safety, public health emergencies, and environmental risk. It delves into the influence of cultural worldviews and the application of the precautionary principle in managing perceived risks. The role of trust in shaping public attitudes and responses to risk messages is also a central theme.
Plant Pathogenic Bacteria Studies Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Plant Pathogenic Bacteria Genomics Type III Secretion System Bacterial Blight Host Specificity Effector Proteins Rice Resistance Genes Phyllosphere Pathogens Pseudomonas syringae Ralstonia solanacearum This cluster of papers focuses on the genomics, pathogenicity, and host interactions of plant pathogenic bacteria, particularly in the context of bacterial blight in rice and other crops. It covers topics such as type III secretion systems, effector proteins, resistance genes, and the molecular mechanisms underlying host specificity. The research also delves into the genomics and evolution of specific bacterial pathogens such as Pseudomonas syringae and Ralstonia solanacearum.
Petroleum Processing and Analysis Physical Sciences → Chemistry → Analytical Chemistry	1	3	Chemistry	Petroleum Asphaltenes Naphthenic Acids Mass Spectrometry Oil Sands Biodegradation Nanoaggregation Wax Deposition Heavy Oil Chemical Characterization This cluster of papers focuses on advances in petroleum chemistry and analysis, with a particular emphasis on the characterization of complex petroleum components such as asphaltenes and naphthenic acids. The use of mass spectrometry for detailed chemical analysis, biodegradation studies, nanoaggregation behavior, and the impact of these components on oil sands and heavy oil are also key areas of research.
Artificial Intelligence in Healthcare and Education Health Sciences → Medicine → Health Informatics	1	4	Medicine	Artificial Intelligence Machine Learning Healthcare Medical Imaging Clinical Decision Support Ethical Challenges Big Data Precision Medicine Radiology Health Equity This cluster of papers explores the intersection of artificial intelligence and medicine, focusing on applications in healthcare, medical imaging, clinical decision support, and the ethical challenges associated with AI implementation. It delves into topics such as machine learning, big data, precision medicine, and the potential impact of AI on health equity.
Urban, Neighborhood, and Segregation Studies Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Residential Segregation Neighborhood Effects Social Mobility Racial Segregation Housing Discrimination Urban Poverty Immigrant Enclaves Family Migration Spatial Assimilation Community Development This cluster of papers explores the impact of residential segregation on communities and individuals, focusing on topics such as neighborhood effects, social mobility, racial segregation, housing discrimination, urban poverty, immigrant enclaves, family migration, and spatial assimilation. The research delves into the dynamics and consequences of neighborhood residence on various outcomes for children, adolescents, and low-income adults.
Diaspora, migration, transnational identity Social Sciences → Social Sciences → Demography	1	2	Social Sciences	Transnationalism Diaspora Migration Citizenship Identity Immigrant Globalization Ethnicity Social Networks Political Transnationalism This cluster of papers explores the complex dynamics of transnational diasporas, migration, and citizenship, with a focus on the interconnectedness of individuals and communities across borders. It delves into topics such as transnational social fields, immigrant incorporation, diasporic identities, and the impact of globalization on ethnic communities. The papers also examine the role of social networks, political transnationalism, and the redefinition of state boundaries in the context of migration.
Digital and Traditional Archives Management Social Sciences → Arts and Humanities → Conservation	1	2	Arts and Humanities	Archives Digital Preservation Records Management Information Culture Community Archives Postcolonial Archive Electronic Records Memory Institutions Metadata Standards Archival Activism This cluster of papers explores the interdisciplinary field of archival science, focusing on digital preservation, records management, information culture, and the role of archives in shaping memory and identity. It delves into topics such as community archives, postcolonial archives, and the challenges of preserving electronic records. The papers also discuss the impact of archival activism and the evolving role of archives in contemporary society.
Animal Vocal Communication and Behavior Life Sciences → Biochemistry, Genetics and Molecular Biology → Developmental Biology	1	1	Biochemistry, Genetics and Molecular Biology	Avian Vocal Communication Birdsong Neural Pathways Acoustic Communication Noise Impact Vocal Learning Songbird Genome Social Learning Urban Noise Evolutionary Biology This cluster of papers explores avian vocal communication, including the neural pathways underlying vocal control, the impact of urban noise on birdsong, the evolutionary implications of bird vocalizations, and the role of social learning in avian communication. It also delves into the genomic aspects of songbirds and the effects of noise pollution on avian communities.
Advanced Chemical Sensor Technologies Physical Sciences → Engineering → Biomedical Engineering	1	3	Engineering	Breath Analysis Electronic Nose Volatile Organic Compounds Disease Diagnosis Sensor Array Exhaled Breath Lung Cancer Diagnostic Potential Colorimetric Sensor Machine Olfaction This cluster of papers focuses on the advances in breath analysis technology, particularly the use of electronic nose and sensor arrays to detect volatile organic compounds in exhaled breath for disease diagnosis, with a specific emphasis on lung cancer. The research covers various aspects such as diagnostic potential, colorimetric sensor arrays, and machine olfaction.
Nosocomial Infections in ICU Health Sciences → Medicine → Critical Care and Intensive Care Medicine	1	4	Medicine	Ventilator-associated Pneumonia ICU Antibiotic Therapy Healthcare-associated Infections Prevention Guidelines Nosocomial Infections Respiratory Tract Decontamination Microbial Investigation Pulmonary Infections Endotracheal Tubes This cluster of papers focuses on the management, diagnosis, treatment, and prevention of ventilator-associated pneumonia (VAP) in intensive care unit (ICU) patients. It covers topics such as antibiotic therapy, healthcare-associated infections, respiratory tract decontamination, nosocomial infections, and microbial investigation. The papers also discuss the impact of VAP on patient outcomes and the implementation of evidence-based guidelines for preventing VAP.
Zebrafish Biomedical Research Applications Life Sciences → Biochemistry, Genetics and Molecular Biology → Cell Biology	1	1	Biochemistry, Genetics and Molecular Biology	Zebrafish Model Organism Developmental Biology Behavioral Studies Drug Discovery Hematopoiesis Neuroscience Toxicology Vascular Development Genetic Screens This cluster of papers encompasses a wide range of research using zebrafish as a model organism, including studies on developmental biology, behavioral analysis, drug discovery, hematopoiesis, neuroscience, toxicology, and vascular development. Zebrafish have emerged as a valuable tool for multidisciplinary research due to their genetic tractability, transparent embryos, and relevance to human biology.
COVID-19 Pandemic Impacts Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	1	2	Economics, Econometrics and Finance	COVID-19 pandemic financial markets business impact consumer behavior stock market food supply chain economic effects global trade networks digital transformation This cluster of papers explores the multifaceted impacts of the COVID-19 pandemic on global economy, financial markets, consumer behavior, and food supply chains. It delves into the effects on business, stock market volatility, digital transformation, and the interconnectedness of global trade networks. The research also examines the pandemic's influence on household consumption, poverty, and the resilience of food systems.
Global Health and Surgery Health Sciences → Medicine → Public Health, Environmental and Occupational Health	1	4	Medicine	Global Surgery Health Development Surgical Care Global Health Low-Income Countries Medical Education Ethical Considerations Health Research Capacity Anaesthesia Services Public Health Diplomacy This cluster of papers focuses on the intersection of global surgery, health development, and public health diplomacy. It addresses the challenges and solutions for providing surgical care in low-income countries, the ethical considerations in global health initiatives, the importance of health research capacity building, and the role of anaesthesia services in improving surgical outcomes. Additionally, it emphasizes the impact of medical education on global health and highlights the need for collaborative efforts to address disparities in surgical care worldwide.
Cancer Treatment and Pharmacology Health Sciences → Medicine → Oncology	1	4	Medicine	Chemotherapy-Induced Peripheral Neuropathy Taxanes Oxaliplatin Paclitaxel Neurotoxicity Metastatic Breast Cancer Eribulin Mesylate Neuroprotective Strategies Microtubule-Targeting Agents Quality of Life This cluster of papers focuses on the chemotherapy-induced peripheral neuropathy (CIPN) experienced by cancer patients, particularly in the context of breast cancer treatment. It covers various aspects such as the neurotoxic effects of taxanes and oxaliplatin, neuroprotective strategies, and the impact of CIPN on the quality of life of patients. Additionally, it discusses the use of microtubule-targeting agents like Eribulin Mesylate in cancer treatment.
Mentoring and Academic Development Social Sciences → Psychology → Social Psychology	1	2	Psychology	Mentoring Relationships Career Development Youth Academic Medicine Diversity Professional Success Formal Programs Gender Organizational Commitment This cluster of papers explores the impact and dynamics of mentoring relationships across various domains, including career development, academic medicine, and youth mentoring. It delves into the effectiveness of formal mentoring programs, the influence of gender and diversity, and the role of mentoring in organizational commitment and professional success.
Seismic Waves and Analysis Physical Sciences → Earth and Planetary Sciences → Geophysics	1	3	Earth and Planetary Sciences	Seismic Noise Tomography Surface Wave Ambient Seismic Green's Function Rayleigh Wave Interferometry Microseisms Distributed Acoustic Sensing Inversion This cluster of papers focuses on the high-resolution tomographic imaging of the Earth's subsurface using ambient seismic noise, particularly surface wave tomography and the extraction of Green's functions. It encompasses techniques such as seismic interferometry, cross-correlation of noise data, and distributed acoustic sensing for monitoring seismic events and subsurface structures. The research also explores applications in characterizing near-surface geological features and monitoring changes in seismic velocity over time.
Plant responses to elevated CO2 Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	CO2 Enrichment Ozone Effects Plant Growth Photosynthesis Stomatal Conductance Crop Yield Climate Change Nitrogen Assimilation Particulate Pollution Food Security This cluster of papers explores the impacts of elevated carbon dioxide (CO2) and ozone on plant physiology, including effects on photosynthesis, stomatal conductance, crop yield, nitrogen assimilation, and responses to particulate pollution. The research also addresses the implications for food security and the broader effects of climate change on plant responses.
Geomagnetism and Paleomagnetism Studies Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	1	1	Biochemistry, Genetics and Molecular Biology	Magnetosome Formation Geomagnetic Field Magnetotactic Bacteria Paleomagnetic Data Dynamo Simulations Magnetic Properties Biomineralization Secular Variation Geomagnetic Model Environmental Magnetism This cluster of papers focuses on the formation of magnetosomes in prokaryotes, the study of geomagnetic field variations over centuries, the application of dynamo simulations, and the analysis of magnetic properties and biomineralization processes. It also includes research on paleomagnetic data, environmental magnetism, and the development of geomagnetic models.
Recreation, Leisure, Wilderness Management Social Sciences → Psychology → Social Psychology	1	2	Psychology	Leisure Well-Being Constraints Recreation Involvement Health Quality of Life Tourism Disability Psychological Mechanisms This cluster of papers explores the relationship between leisure activities and subjective well-being, including the constraints, involvement, and health benefits associated with various forms of recreation. It also delves into the impact of tourism and the experiences of individuals with disabilities in leisure pursuits.
Sustainability in Higher Education Social Sciences → Social Sciences → Education	1	2	Social Sciences	Sustainability Education Higher Education Competencies Curriculum Sustainable Development Goals Institutionalization Environmental Management Transformative Learning Leadership for Sustainability Assessment Tools This cluster of papers focuses on sustainability education within higher education institutions, addressing the development of competencies, curriculum integration, and the institutionalization of sustainability. It explores topics such as transformative learning, leadership for sustainability, and the incorporation of sustainable development goals into educational outcomes.
Recycled Aggregate Concrete Performance Physical Sciences → Engineering → Building and Construction	1	3	Engineering	Recycled Aggregate Concrete Properties Construction Waste Management Durability Performance Mechanical Behavior Sustainability in Construction Environmental Impact Assessment Waste Reduction Microstructural Analysis High Performance Concrete This cluster of papers focuses on the influence of recycled aggregate concrete on construction, covering topics such as mechanical behavior, durability performance, sustainability, waste reduction, and environmental impact assessment. It explores the properties, production processes, and management of construction waste to promote sustainable practices in the construction industry.
Clay minerals and soil interactions Physical Sciences → Materials Science → Biomaterials	1	3	Materials Science	Clay Nanotubes Halloysite Montmorillonite Drug Delivery Nanocomposites Biomedical Applications Surface Modification Encapsulation Release Control Tissue Engineering This cluster of papers explores the wide-ranging applications of clay nanotubes, particularly halloysite and montmorillonite, in fields such as drug delivery, nanocomposites, biomedical applications, surface modification, encapsulation, release control, and tissue engineering.
Forest ecology and management Physical Sciences → Environmental Science → Nature and Landscape Conservation	1	3	Environmental Science	Allometric Models Biomass Estimation Carbon Stocks Tropical Forests Tree Allometry Forest Site Productivity Aboveground Biomass Tree Height-Diameter Models Stand Density Climate Change Impact This cluster of papers focuses on the development and improvement of allometric models for estimating biomass and carbon stocks in tropical forests. It also addresses the challenges and uncertainties associated with forest biomass estimation, including the impact of climate change on forest site productivity and the development of height-diameter models for accurate biomass estimation.
Plant biochemistry and biosynthesis Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	1	1	Biochemistry, Genetics and Molecular Biology	Terpenoid Biosynthesis Isoprenoid Pathway Metabolic Engineering Plant Volatiles Sesquiterpene Synthases Artemisinin Production Triterpene Biosynthesis MEP Pathway Cyclization Enzymes Phytoalexin Biosynthesis This cluster of papers focuses on the biosynthesis and engineering of terpenoids, including the isoprenoid pathway, metabolic engineering for plant volatile production, sesquiterpene and triterpene biosynthesis, MEP pathway optimization, cyclization enzymes, and the production of specific terpenoids like artemisinin. The research spans across various organisms and aims to understand, manipulate, and optimize the biosynthetic pathways for the production of valuable terpenoid compounds.
Private Equity and Venture Capital Social Sciences → Business, Management and Accounting → Accounting	1	2	Business, Management and Accounting	Venture Capital Start-Up Firms Investment Private Equity Entrepreneurship Financial Contracts Innovation Syndication Networks Corporate Governance Angel Investment This cluster of papers focuses on the role of venture capital in financing start-up firms, assessing its contribution to innovation, the impact of private equity, financial contracting theories, syndication networks, and the relationship between venture capitalists and entrepreneurs. It also explores topics such as corporate governance, angel investment, and the growth of high-tech companies.
Spatial Cognition and Navigation Physical Sciences → Engineering → Automotive Engineering	1	3	Engineering	Spatial Ability STEM Education Mental Rotation Wayfinding Gender Differences Cognitive Maps Navigation Landmarks Virtual Environment Neuroimaging Studies This cluster of papers explores the importance of spatial ability in STEM domains, focusing on topics such as mental rotation, wayfinding, gender differences in spatial cognition, cognitive maps, and the use of landmarks in navigation. It also delves into the impact of spatial training on mathematics performance and the neural correlates of spatial tasks.
Veterinary Pharmacology and Anesthesia Health Sciences → Veterinary → Small Animals	1	4	Veterinary	Pain Assessment Anesthesia Tramadol Animal Welfare Pharmacokinetics Analgesia Behavioral Assessment Postoperative Pain Drug Administration Animal Research This cluster of papers focuses on pain management, anesthesia, and welfare assessment in laboratory animals, with a specific emphasis on the use of tramadol, pharmacokinetics of analgesic drugs, behavioral assessment of pain, and postoperative pain management. The papers cover various routes and volumes of drug administration, development of pain assessment scales, evaluation of analgesic efficacy, and the impact of different anesthetic agents on animal welfare.
Copper-based nanomaterials and applications Physical Sciences → Materials Science → Materials Chemistry	1	3	Materials Science	Nanocrystals CuO Cu2O Formation Synthesis Characterization Hollow Nanoparticles Kirkendall Effect Nanostructures Photocatalytic This cluster of papers explores the formation, synthesis, and properties of nanocrystals and nanostructures, particularly focusing on CuO and Cu2O materials. It delves into the mechanisms such as the Kirkendall effect, diffusion processes, and template synthesis, while also investigating their applications in gas sensors, photocatalysis, solar cells, and other electronic devices.
Forecasting Techniques and Applications Social Sciences → Decision Sciences → Management Science and Operations Research	1	2	Decision Sciences	Forecasting Time Series Exponential Smoothing Machine Learning Expert Judgment Inventory Management Demand Forecasting Neural Networks Prediction Accuracy Forecast Combination This cluster of papers focuses on advances in time series forecasting methods, including topics such as exponential smoothing, machine learning techniques, expert judgment, inventory management, demand forecasting, neural networks, and forecast combination.
Transportation and Mobility Innovations Physical Sciences → Engineering → Automotive Engineering	1	3	Engineering	Shared Autonomous Vehicles Ridesharing Mobility as a Service Dynamic Ride-Sharing Environmental Impacts Urban Transportation Agent-Based Model Carsharing Systems Public Transit Integration Autonomous Vehicle Adoption This cluster of papers explores the implications of shared autonomous vehicle services, including topics such as ridesharing, mobility as a service, dynamic ride-sharing, environmental impacts, urban transportation, agent-based modeling, carsharing systems, public transit integration, and autonomous vehicle adoption.
Employment and Welfare Studies Health Sciences → Health Professions → General Health Professions	1	4	Health Professions	Precarious Employment Unemployment Mental Health Economic Crisis Job Insecurity Health Outcomes Temporary Employment Austerity Measures Social Determinants of Health Labor Market This cluster of papers explores the impact of precarious employment, unemployment, and economic crises on mental and physical health. It investigates the associations between job insecurity, temporary employment, and austerity measures with various health outcomes, including mental health disorders, mortality, and overall well-being. The research emphasizes the social determinants of health within the context of labor market dynamics and economic fluctuations.
Molecular Biology Techniques and Applications Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	1	1	Biochemistry, Genetics and Molecular Biology	Real-Time PCR Quantitative Normalization Reference Genes RNA Integrity Data Analysis Housekeeping Genes MIQE Guidelines Reverse Transcription Gene Expression This cluster of papers focuses on the use of real-time polymerase chain reaction (PCR) for quantitative analysis of gene expression, including topics such as normalization strategies, reference gene selection, RNA integrity assessment, and data analysis methods. The MIQE guidelines for minimum information in publication of quantitative real-time PCR experiments are emphasized.
Chromium effects and bioremediation Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis	1	3	Environmental Science	Chromium Bioremediation Microbes Heavy Metals Genotoxicity Carcinogenicity Environmental Health Bacteria Hexavalent Chromium Soil Remediation This cluster of papers focuses on the bioremediation of chromium-contaminated environments using microbial processes, as well as the health impacts and mechanisms of chromium toxicity, genotoxicity, and carcinogenicity. It explores the interactions of chromium with microorganisms, plants, and human health, addressing the detoxification, resistance, and reduction of chromium in various environmental matrices.
FinTech, Crowdfunding, Digital Finance Social Sciences → Business, Management and Accounting → Management Information Systems	1	2	Business, Management and Accounting	Crowdfunding Fintech Peer-to-Peer Lending Investment Decisions Social Capital Entrepreneurship Credit Risk Assessment Financial Innovation Online Platforms Regulatory Impact This cluster of papers explores the dynamics of crowdfunding, fintech, and peer-to-peer lending, focusing on investment decisions, social capital, credit risk assessment, and the impact of financial innovation on online platforms. It also delves into the regulatory implications of these emerging financial models.
Solar-Powered Water Purification Methods Physical Sciences → Energy → Renewable Energy, Sustainability and the Environment	1	3	Energy	Solar Desalination Water Scarcity Photothermal Materials Nanoparticles Water Evaporation Renewable Energy Hydrogels Plasmonic Absorbers Atmospheric Water Harvesting Clean Water Production This cluster of papers focuses on the development and application of solar-powered water desalination technologies to address severe water scarcity. The research involves photothermal materials, nanoparticles, hydrogels, and plasmonic absorbers for efficient water evaporation and clean water production using renewable energy sources. Additionally, the cluster explores atmospheric water harvesting as a potential solution.
Evaluation and Performance Assessment Social Sciences → Decision Sciences → Management Science and Operations Research	1	2	Decision Sciences	Theory-Based Evaluation Concept Mapping Realist Synthesis Evaluation Capacity Building Logic Models Empowerment Evaluation Program Theory Complexity Theory Evidence-Based Policy Participatory Evaluation This cluster of papers focuses on theory-based evaluation methods, such as concept mapping and realist synthesis, for analyzing complex interventions. It also explores evaluation capacity building, logic models, empowerment evaluation, and the role of evidence-based policy in shaping evaluation practices.
Public Health Policies and Education Health Sciences → Health Professions → General Health Professions	1	4	Health Professions	Public Health Health Promotion Ethics Population Health Policy Health System Performance Health Equity Community Health Public Health Workforce Social Determinants of Health This cluster of papers covers a wide range of topics related to public health, health promotion, ethics, and the performance of health systems. It discusses the importance of population health, the role of public health workforce, ethical considerations in public health interventions, and the impact of social determinants on health equity. The cluster also emphasizes the need for policy attention to health promotion and the long-term view required for securing future health.
Consumer Attitudes and Food Labeling Health Sciences → Medicine → Public Health, Environmental and Occupational Health	1	4	Medicine	Ultra-Processed Foods Consumer Acceptance Nutrition Labeling Functional Foods Health Claims Obesity Food Classification Consumer Perception Nutrient Content Chronic Diseases This cluster of papers focuses on the impact of ultra-processed foods on consumer health, including topics such as consumer acceptance, nutrition labeling, functional foods, health claims, obesity, food classification, consumer perception, nutrient content, and chronic diseases.
Ammonia Synthesis and Nitrogen Reduction Physical Sciences → Chemical Engineering → Catalysis	1	3	Chemical Engineering	Ammonia Synthesis Electrocatalysts Nitrogen Reduction Ambient Conditions Catalysis Renewable Energy Artificial Nitrogen Fixation Electrochemical Synthesis Hydrogen Storage Nanocatalysts This cluster of papers focuses on the advances in electrocatalysts and catalytic processes for ammonia synthesis, particularly under ambient conditions and using renewable energy sources. It explores topics such as nitrogen reduction, artificial nitrogen fixation, electrochemical synthesis, and the potential of using ammonia for hydrogen storage.
Air Quality Monitoring and Forecasting Physical Sciences → Environmental Science → Environmental Engineering	1	3	Environmental Science	Air Quality Monitoring Low-Cost Sensors Neural Networks Forecasting Particulate Matter Urban Environment IoT Machine Learning Environmental Monitoring Sensor Network This cluster of papers focuses on the advances in low-cost air quality monitoring systems, utilizing technologies such as neural networks, forecasting models, and IoT-based sensor networks to monitor particulate matter and pollutants in urban environments. The research explores the application of machine learning and environmental monitoring techniques to improve the accuracy and accessibility of air quality data.
Software System Performance and Reliability Physical Sciences → Computer Science → Computer Networks and Communications	1	3	Computer Science	Log Analysis Performance Prediction Microservices Anomaly Detection Fault Localization Distributed Systems Model-driven Performance Prediction Cloud-Native Architecture DevOps System Logs This cluster of papers focuses on log analysis, performance prediction, and system diagnosis in the context of microservices, distributed systems, and cloud-native architectures. It covers techniques for anomaly detection, fault localization, and model-driven performance prediction using system logs.
Global Energy Security and Policy Physical Sciences → Energy → General Energy	1	3	Energy	Energy Security Renewable Energy Geopolitics Sustainability Natural Gas Global Governance Climate Change Supply Diversity Policy Evaluation Energy Resilience This cluster of papers explores the complex and multifaceted topic of energy security, with a focus on the supply, demand, and sustainability of energy resources. It delves into issues such as renewable energy deployment, geopolitical implications, global governance, climate change concerns, supply diversity, policy evaluation, and energy system resilience.
Economic theories and models Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	1	2	Economics, Econometrics and Finance	Monetary Equilibrium Asset Pricing Liquidity Competitive Economy Bubbles Search Equilibrium Indeterminacy Credit Constraints Financial Stability Economic Growth This cluster of papers explores the existence, dynamics, and implications of monetary equilibrium models, including topics such as asset pricing, liquidity, competitive economy, bubbles, search equilibrium, indeterminacy, credit constraints, and their impact on financial stability and economic growth.
African cultural and philosophical studies Social Sciences → Social Sciences → Education	1	2	Social Sciences	Decolonization African Philosophy Ubuntu Indigenous Knowledge Systems Higher Education African Ethics Colonialism Epistemic Violence Communal Values Postcolonialism This cluster of papers explores the decolonization of education in the African context, focusing on African philosophy, indigenous knowledge systems, and the impact of colonialism on higher education. It delves into topics such as Ubuntu, communal values, epistemic violence, and the ethical implications of decolonizing education.
Cellular Automata and Applications Physical Sciences → Computer Science → Computational Theory and Mathematics	1	3	Computer Science	Cellular Automata Computation Dynamics Simulation Complex Systems Emergence Entropy Cryptosystem Image Processing Universality This cluster of papers explores the theory, computation, dynamics, and applications of cellular automata in various fields such as cryptography, image processing, simulation of complex systems, and emergence. It delves into the universality, entropy, and computational properties of cellular automata.
Policy Transfer and Learning Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Policy Transfer Globalization Advocacy Coalition Framework Learning Diffusion Mechanisms International Relations Public Policy Networks Institutional Isomorphism Cross-National Convergence Narrative Policy Framework This cluster of papers explores the global diffusion of public policies, focusing on the mechanisms, networks, and processes involved in policy transfer and convergence across different countries and regions. It delves into the role of advocacy coalitions, learning from other countries, and the impact of globalization on shaping public policies. The cluster also examines the influence of institutional isomorphism, narrative frameworks, and cross-national convergence in the context of international relations.
Media Influence and Health Social Sciences → Arts and Humanities → Literature and Literary Theory	1	2	Arts and Humanities	Narrative Persuasion Transportation Identification Emotion Entertainment-Education Awe Media Enjoyment Health Behavior Change Parasocial Interaction Empathy This cluster of papers explores the role of narrative in persuasive communication, focusing on concepts such as transportation, identification, emotion, entertainment-education, awe, media enjoyment, health behavior change, parasocial interaction, and empathy. It delves into how narratives can influence beliefs, attitudes, intentions, and behaviors across various domains including health communication, entertainment media, and social influence.
Coal and Its By-products Physical Sciences → Earth and Planetary Sciences → Geochemistry and Petrology	1	3	Earth and Planetary Sciences	Coal Geochemistry Trace Elements Fly Ash Rare Earth Elements Mineralogy Environmental Impact Alumina Recovery Phytoremediation Heavy Metals Element Distribution This cluster of papers focuses on the geochemistry, utilization, and environmental impact of coal and its byproducts. It covers topics such as trace elements in coal, fly ash characterization, rare earth elements recovery, alumina extraction, phytoremediation of coal ash disposal sites, and the distribution of heavy metals.
Mollusks and Parasites Studies Life Sciences → Agricultural and Biological Sciences → Insect Science	1	1	Agricultural and Biological Sciences	Snails Parasitism Angiostrongylus Mollusks Invasive Species Eosinophilic Meningitis Nematodes Biodiversity Gastropods Infection This cluster of papers focuses on the parasitism of snails, particularly by the Angiostrongylus nematode, and the associated diseases such as eosinophilic meningitis. It also explores the impact of invasive snail species on ecosystems and biodiversity.
Synthesis and Catalytic Reactions Physical Sciences → Chemistry → Organic Chemistry	1	3	Chemistry	Catalytic Amination C-H Bonds Nitrene Transfer Aziridines Metal-Catalyzed Enantioselective Synthesis Sulfoximines Medicinal Chemistry This cluster of papers focuses on the catalytic C-H amination reactions, including nitrene transfer methods, enantioselective synthesis of aziridines, and the use of sulfoximines in medicinal chemistry. The research covers various metal-catalyzed approaches and their applications in the synthesis of biologically relevant compounds.
Machine Learning in Bioinformatics Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	1	1	Biochemistry, Genetics and Molecular Biology	Subcellular Localization Protein Prediction Amino Acid Composition Machine Learning Support Vector Machines Signal Peptides Transmembrane Topology Enzyme Subfamily Classes Bioinformatics This cluster of papers focuses on the prediction of protein subcellular localization using various computational methods such as amino acid composition, machine learning algorithms like support vector machines, and the analysis of signal peptides and transmembrane topology. The research aims to improve the accuracy and reliability of predicting the subcellular location of proteins, which has significant implications for understanding protein function and cellular processes.
Environmental Justice and Health Disparities Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Environmental Justice Inequality Urban Development Racial Capitalism Health Disparities Sustainability Brownfield Redevelopment Geographic Information Systems Community Engagement Global Movements This cluster of papers explores the intersection of environmental justice, racial capitalism, and urban development, focusing on the inequalities in exposure to environmental hazards and the impact on human health. It delves into topics such as brownfield redevelopment, community engagement, and the use of geographic information systems to assess environmental inequality. The cluster also discusses the implications for sustainability and the global movements advocating for environmental justice.
Effects of Vibration on Health Health Sciences → Medicine → Orthopedics and Sports Medicine	1	4	Medicine	Muscle Strength Bone Density Postural Control Hormonal Responses Balance Osteoporosis Neuromuscular Activity Elderly Population Exercise Intervention Randomized Controlled Trial This cluster of papers explores the effects of whole body vibration training on various aspects such as muscle strength, bone density, postural control, hormonal responses, and balance, particularly focusing on its impact on the elderly population. The research includes randomized controlled trials and interventions to understand the potential benefits for conditions like osteoporosis.
Foucault, Power, and Ethics Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Foucault Governmentality Neoliberalism Power Critique Biopolitics Subjectivity Resistance Ethics Discourse Analysis This cluster of papers explores the intersection of Foucauldian governmentality, neoliberalism, and power dynamics. It delves into topics such as biopolitics, subjectivity, resistance, and ethics within the context of modern governance. The discourse analysis of governmental strategies and the critique of liberal practices are central themes in these studies.
Otolaryngology and Infectious Diseases Health Sciences → Medicine → Infectious Diseases	1	4	Medicine	Lemierre's Syndrome Deep Neck Abscess Retropharyngeal Abscess Descending Necrotizing Mediastinitis Odontogenic Infections Croup Antibiotic Susceptibility Microbiology Surgical Management Epidemiology This cluster of papers focuses on the clinical characteristics, microbiology, management, and epidemiology of deep neck infections, including conditions such as Lemierre's Syndrome, retropharyngeal abscess, descending necrotizing mediastinitis, and odontogenic infections. The papers cover topics such as antibiotic susceptibility, surgical management, and the increasing incidence of these infections in both children and adults.
Tensor decomposition and applications Physical Sciences → Mathematics → Computational Mathematics	1	3	Mathematics	Tensor Decomposition Multilinear Algebra Singular Value Decomposition Parallel Factor Analysis Canonical Polyadic Decomposition Tucker Decomposition Nonnegative Tensor Factorization Higher-Order Tensors Signal Processing Machine Learning This cluster of papers focuses on the theory and applications of tensor decompositions, particularly in the context of multilinear algebra. It covers various decomposition methods such as Singular Value Decomposition, Parallel Factor Analysis, Canonical Polyadic Decomposition, and Tucker Decomposition, along with their applications in signal processing and machine learning.
Crop Yield and Soil Fertility Life Sciences → Agricultural and Biological Sciences → Agronomy and Crop Science	1	1	Agricultural and Biological Sciences	Maize Yield Nitrogen Uptake Plant Density Lodging Resistance Hybrid Selection Grain Quality Stalk Strength Source-Sink Relationship Genetic Improvement Crop Management This cluster of papers explores various factors affecting maize yield, including nitrogen uptake, plant density, lodging resistance, hybrid selection, grain quality, stalk strength, source-sink relationship, genetic improvement, and crop management.
Insect Utilization and Effects Life Sciences → Agricultural and Biological Sciences → Insect Science	1	1	Agricultural and Biological Sciences	Edible Insects Food Security Animal Feed Nutritional Composition Environmental Impact Insect Farming Sustainability Consumer Acceptance Waste Management Protein Source This cluster of papers explores the potential of edible insects as a sustainable source of food and feed, addressing topics such as nutritional composition, environmental impact, consumer acceptance, waste management, and their role in ensuring food security. It covers a wide range of research on insect farming, sustainability, and the use of insects as a protein source for both human and animal consumption.
Geography Education and Pedagogy Social Sciences → Social Sciences → Geography, Planning and Development	1	2	Social Sciences	Geography Education Spatial Thinking Experiential Learning Geographic Information Systems Fieldwork Active Learning Student Perception Virtual Field Trips Critical Spatial Thinking GIS Technology This cluster of papers focuses on geography education, emphasizing the importance of spatial thinking, experiential learning, and the use of geographic information systems (GIS) technology. It explores topics such as fieldwork, student perceptions, virtual field trips, and critical spatial thinking in the context of geography education. The papers also discuss the impact of active learning approaches and the potential of GIS technology to enhance geographical learning experiences.
Rural Development and Agriculture Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	1	3	Environmental Science	Agriculture Family Farming Rural Policy Food Security Sustainability Social Development Agrarian Reform Nutrition Program Agroecology Rural Sociology This cluster of papers focuses on sustainable rural development, with an emphasis on agriculture, family farming, rural policy, food security, sustainability, and social development in Brazil. It covers topics such as the impact of public policies on family farming, nutrition programs, agroecology, and the challenges and opportunities for rural communities.
Plant Growth Enhancement Techniques Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Biostimulants Plant Growth Seaweed Extracts Humic Substances Crop Management Abiotic Stress Protein Hydrolysates Horticultural Crops Physiological Effects Regulation This cluster of papers focuses on the use of plant biostimulants, including seaweed extracts and humic substances, to enhance plant growth, development, and tolerance to abiotic stress in agriculture and horticulture. It covers the physiological effects, regulatory aspects, and application of biostimulants in crop management. The research explores the use of protein hydrolysates and their impact on horticultural crops under various stress conditions.
Morphological variations and asymmetry Physical Sciences → Mathematics → Geometry and Topology	1	3	Mathematics	Geometric Morphometrics Morphological Integration Modularity Phylogenetic Analysis Developmental Stability Cranial Evolution Quantitative Genetics Landmark-based Analysis Shape Variation Evolutionary Biology This cluster of papers focuses on advances in geometric morphometrics, statistical analysis, and quantitative genetics to study shape variation, morphological integration, modularity, and cranial evolution. It explores methods for landmark-based analysis, phylogenetic analysis, and developmental stability in the context of evolutionary biology.
Delphi Technique in Research Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Delphi Method Consensus Building Research Technique Core Outcome Sets Expert Opinions Healthcare Quality Indicators Systematic Review Nominal Group Technique Forecasting Methodological Guidelines This cluster of papers revolves around the Delphi Method, a research technique used for consensus building and expert opinions. It focuses on topics such as developing core outcome sets, healthcare quality indicators, systematic reviews, nominal group technique, and methodological guidelines for conducting Delphi studies.
Ecocriticism and Environmental Literature Social Sciences → Arts and Humanities → Literature and Literary Theory	1	2	Arts and Humanities	Climate Change Literature Ecocriticism Postcolonialism Environmental Humanities Anthropocene Global Warming Environmental Justice Fossil Fuels Ecofeminism This cluster of papers explores the intersection of climate change, literature, and criticism, with a focus on ecocriticism, postcolonialism, and the Anthropocene. It delves into the representation of environmental issues in literature, the impact of climate change on societies, and the role of humanities in addressing environmental challenges.
Caribbean and African Literature and Culture Social Sciences → Arts and Humanities → Religious studies	1	2	Arts and Humanities	Haiti Caribbean Colonialism Race Diaspora Vodou Postcolonialism Literature Identity Sociopolitical This cluster of papers explores the cultural, historical, and sociopolitical aspects of Haiti and the broader Caribbean region. It delves into topics such as colonialism, race, diaspora, Vodou, postcolonial literature, and identity in the context of Haitian and Caribbean history and society.
Traditional and Medicinal Uses of Annonaceae Life Sciences → Biochemistry, Genetics and Molecular Biology → Biochemistry	1	1	Biochemistry, Genetics and Molecular Biology	Acetogenins Annonaceae Isolation Synthesis Biological Activities Cytotoxicity Antioxidants Mitochondrial Complex I Inhibitors Traditional Medicinal Uses Phytochemicals This cluster of papers focuses on the biochemical studies of plants from the Annonaceae family, particularly the isolation, synthesis, and biological activities of acetogenins. It explores their cytotoxicity, antioxidant properties, and their role as mitochondrial complex I inhibitors. The papers also delve into the traditional medicinal uses and phytochemical composition of these plants.
Diphtheria, Corynebacterium, and Tetanus Life Sciences → Biochemistry, Genetics and Molecular Biology → Endocrinology	1	1	Biochemistry, Genetics and Molecular Biology	Corynebacterium Infections Tetanus Diphtheria Pathogenesis Epidemiology Toxoid Immunization Antimicrobial Resistance Vaccine Development Molecular Epidemiology This cluster of papers focuses on Corynebacterium infections, including diphtheria, and tetanus. It covers various aspects such as microbiology, pathogenesis, molecular studies, epidemiology, antimicrobial resistance, vaccine development, and toxoid immunization.
Chemical Synthesis and Characterization Physical Sciences → Environmental Science → Industrial and Manufacturing Engineering	1	3	Environmental Science	Cesium Removal Ion Exchange Adsorption Nanomaterials Radioactive Waste Metal Phosphonates Selective Sorption Hybrid Materials Zeolite Nanoplatelets Environmental Remediation This cluster of papers focuses on novel methods and materials for the removal of radioactive cesium from wastewater, including ion exchange and adsorption processes using metal phosphonates, nanomaterials, and hybrid organic-inorganic compounds. The research also explores selective sorption techniques and the use of zeolite nanoplatelets for environmental remediation of radioactive waste.
Politics and Conflicts in Afghanistan, Pakistan, and Middle East Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Afghanistan Pakistan State-Building Taliban Conflict Reconstruction Militant Islam Central Asia Nation-building Security This cluster of papers focuses on the complex issues of conflict reconstruction, state-building, and security in Afghanistan and Pakistan, with a particular emphasis on the influence of the Taliban, militant Islam, and the challenges of nation-building in Central Asia. The papers explore the historical, political, economic, and cultural dimensions of these conflicts and their implications for reconstruction efforts.
Nitrogen and Sulfur Effects on Brassica Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology	1	1	Biochemistry, Genetics and Molecular Biology	Sulfur Assimilation Sulfate Transporters Metabolic Pathways Arabidopsis thaliana Nitrogen Management Seed Yield Oilseed Crops Gene Expression Sulfur Nutrition Methionine Biosynthesis This cluster of papers focuses on the molecular functions and regulations of transporters and assimilatory enzymes involved in sulfur metabolism in photosynthetic organisms, particularly in Arabidopsis thaliana. It explores the pathways, regulations, and genetic studies related to sulfur assimilation, sulfate transporters, metabolic responses to sulfur deprivation, and the interplay of biosynthetic pathways under sulfur depletion. Additionally, it delves into the integration of nitrogen management strategies to improve seed yield and oil content in winter oilseed rape, as well as the effects of nitrogen and sulfur on canola yield and nutrient uptake.
Geography and Environmental Studies Physical Sciences → Environmental Science → Water Science and Technology	1	3	Environmental Science	Hydrographic Basins Environmental Conservation Geospatial Analysis Climatology Land Use Planning Erosion Control Geoinformatics Sustainable Development Remote Sensing Biodiversity Preservation This cluster of papers focuses on the management and conservation of water resources, including topics such as hydrographic basins, environmental conservation, geospatial analysis, climatology, land use planning, erosion control, geoinformatics, sustainable development, remote sensing, and biodiversity preservation.
Climate Change and Geoengineering Physical Sciences → Environmental Science → Global and Planetary Change	1	3	Environmental Science	Geoengineering Climate Change Ethics Solar Radiation Management Stratospheric Aerosols Global Governance Climate Justice Public Perception Environmental Ethics Policy Dilemma This cluster of papers focuses on the ethical, governance, and environmental implications of geoengineering as a potential solution to climate change. It explores topics such as solar radiation management, stratospheric aerosol injections, climate justice, public perception, and the ethical dilemmas associated with implementing large-scale engineering interventions to mitigate global warming.
Historical and socio-economic studies of Spain and related regions Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	1	2	Economics, Econometrics and Finance	Economic Development Agriculture Water Management Climate Change Rural Society Historical Evolution Resource Utilization Industrialization Sustainability Demographic Trends This cluster of papers explores the economic development, environmental management, and societal changes in Spain from the 19th to the 20th century. It covers topics such as agriculture, water management, climate change, industrialization, and demographic trends, providing insights into the historical evolution and challenges of resource utilization and sustainability in Spain.
European history and politics Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Nazi Propaganda Sexuality Forced Laborers Consumerism Gender Homosexuality Occupation Social History World War II Cultural Studies This cluster of papers explores various aspects of Nazi Germany, including propaganda, forced labor, sexuality, gender, and the postwar period in Europe. It delves into the social and cultural history of Nazi Germany, examining topics such as consumerism, homosexuality, occupation policies, and the experiences of different groups during World War II.
Cross-Border Cooperation and Integration Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Cross-Border Regions Territorial Governance European Integration Border Cooperation Regional Identity Transnational Collaboration Spatial Planning Metropolitan Integration Policy Networks Cross-Border Mobility This cluster of papers explores the dynamics of cross-border regions in Europe and North America, focusing on territorial governance, European integration, border cooperation, regional identity, transnational collaboration, spatial planning, metropolitan integration, policy networks, and cross-border mobility.
Biological Control of Invasive Species Life Sciences → Agricultural and Biological Sciences → Insect Science	1	1	Agricultural and Biological Sciences	Biological Control Invasive Species Water Hyacinth Ecological Impact Host Specificity Economic Assessment Environmental Challenge Sustainable Energy Weed Eradication Conservation This cluster of papers focuses on the biological control of invasive species, with a particular emphasis on water hyacinth. It covers topics such as ecological and socio-economic impacts, host specificity testing, economic assessment, environmental challenges, and sustainable energy applications. The papers also discuss the management and eradication of invasive weeds, as well as the conservation implications of biological control.
Pregnancy-related medical research Health Sciences → Medicine → Public Health, Environmental and Occupational Health	1	4	Medicine	Relaxin Pelvic Girdle Pain Low Back Pain Pregnancy LGR Receptors INSL3 Trauma Fetal Outcomes Musculoskeletal Hormone This cluster of papers focuses on the physiological roles, diagnosis, treatment, and impact of relaxin hormone and its receptors in pregnancy-related pelvic girdle and low back pain. It also explores the association between trauma during pregnancy, fetal outcomes, and musculoskeletal disorders. The cluster covers topics such as the role of relaxin in cardiac and renal function during pregnancy, as well as its potential therapeutic applications for heart failure and fibrotic conditions.
Historical Studies on Spain Social Sciences → Arts and Humanities → History	1	2	Arts and Humanities	Imperial Court Diplomacy Political Power Ceremonial Social Structure Military Enterprise Barbarians Gender Rituals Palace This cluster of papers explores the role and significance of imperial courts throughout history, focusing on diplomacy, political power, ceremonial practices, social structure, military enterprise, interactions with barbarian groups, gender dynamics, and the rituals and architecture associated with palaces.
Race, Genetics, and Society Life Sciences → Biochemistry, Genetics and Molecular Biology → Genetics	1	1	Biochemistry, Genetics and Molecular Biology	Race Genetics Biomedical Research Health Disparities Ethnicity Epigenetics Ancestry Social Inequality Population Genetics Healthcare This cluster of papers explores the complex intersection of race and genetics in biomedical research, focusing on the impact of race and ethnicity on health disparities, genetic ancestry, epigenetics, and population genetics. It delves into the social implications and ethical considerations surrounding the use of racial categories in genetic studies and healthcare.
Migration, Aging, and Tourism Studies Social Sciences → Social Sciences → Demography	1	2	Social Sciences	Lifestyle Migration Retirement Migration Second Homes Amenity Migration Elderly Mobility Tourism and Migration Transnational Lifestyles Rural Development Community Fragmentation Global Population Aging This cluster of papers explores the phenomenon of lifestyle migration, focusing on the movement of individuals, particularly retirees, to seek a better way of life in different locations. It encompasses topics such as retirement migration, second homes, amenity migration, elderly mobility, transnational lifestyles, rural development, community fragmentation, and the impact of global population aging on migration patterns.
Soil Management and Crop Yield Life Sciences → Agricultural and Biological Sciences → Soil Science	1	1	Agricultural and Biological Sciences	Soil Compaction No-till Crop Production Soil Physical Properties Integrated Crop-Livestock Systems Subtropical Soils Soil Degradation Soil Management Gypsum and Lime Application Root Growth Soil Quality This cluster of papers explores the effects of soil compaction on crop production, particularly in the context of no-till and integrated crop-livestock systems in subtropical regions. It investigates soil physical properties, soil degradation, gypsum and lime application, and their impact on root growth and overall soil quality.
Religious Tourism and Spaces Social Sciences → Social Sciences → Geography, Planning and Development	1	2	Social Sciences	Religious Tourism Pilgrimage Sacred Spaces Secularism Spiritual Tourism Postsecular Geographies Cultural Geography Religious Identity Tourist Motivations Spatial Theory This cluster of papers explores the changing geographies of religion in modernity, focusing on topics such as religious tourism, pilgrimage, sacred spaces, secularism, spiritual tourism, postsecular geographies, cultural geography, religious identity, tourist motivations, and spatial theory.
Cognitive Science and Mapping Physical Sciences → Computer Science → Artificial Intelligence	1	3	Computer Science	Fuzzy Cognitive Maps Modeling Decision Support Knowledge Representation Learning Algorithms Scenario Development Social-Ecological Systems Prediction Healthcare Decision Making Multi-Criteria Analysis This cluster of papers focuses on the application of Fuzzy Cognitive Maps (FCMs) in modeling complex systems, decision support, and knowledge representation. It explores various learning algorithms for FCMs, their use in scenario development for social-ecological systems, prediction in healthcare decision making, and their role in multi-criteria analysis.
Environmental Philosophy and Ethics Physical Sciences → Environmental Science → Nature and Landscape Conservation	1	3	Environmental Science	Rewilding Conservation Ecological Citizenship Environmental Ethics De-extinction Restoration Ecology Trophic Rewilding Place Attachment Environmental Aesthetics Biodiversity Management This cluster of papers explores the concept of rewilding, encompassing ecological restoration, conservation ethics, de-extinction, and environmental aesthetics. It delves into the complexities of reintroducing species, the role of ecological citizenship, and the ethical considerations in conservation practices. The papers also discuss the challenges and opportunities in trophic rewilding, place attachment in restoration ecology, and the aesthetic value of natural environments.
Infections and bacterial resistance Life Sciences → Biochemistry, Genetics and Molecular Biology → Endocrinology	1	1	Biochemistry, Genetics and Molecular Biology	Stenotrophomonas maltophilia nosocomial infections antibiotic resistance opportunistic pathogens bacteremia biofilm formation multidrug resistance cystic fibrosis Elizabethkingia Achromobacter This cluster of papers focuses on nosocomial pathogens, particularly Stenotrophomonas maltophilia, and related bacteria such as Elizabethkingia and Achromobacter. The papers cover topics such as antibiotic resistance, opportunistic infections, bacteremia, biofilm formation, multidrug resistance, and their association with conditions like cystic fibrosis.
History and Developments in Astronomy Physical Sciences → Physics and Astronomy → Astronomy and Astrophysics	1	3	Physics and Astronomy	Radio Astronomy Transits of Venus High-Resolution Imaging Spectroscopy Solar Observations Early Astronomical Instruments Scientific Expeditions Astronomical Discoveries Cultural Impact Historical Figures This cluster of papers covers the historical development and impact of astronomy, with a focus on radio astronomy, transits of Venus, high-resolution imaging, spectroscopy, solar observations, early astronomical instruments, scientific expeditions, astronomical discoveries, cultural impact, and historical figures in the field. It provides insights into the evolution of astronomical techniques and their influence on society and scientific progress.
Plant Disease Resistance and Genetics Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Plasmodiophora brassicae Rhizoctonia solani Streptomyces species Clubroot disease Sheath blight resistance Genetic mapping Pathogenicity mechanisms Host-pathogen interaction Quantitative trait loci Transcriptome analysis This cluster of papers focuses on the genetics, epidemiology, and pathogenic mechanisms of plant pathogens such as Plasmodiophora brassicae, Rhizoctonia solani, and Streptomyces species. It includes research on clubroot disease, sheath blight resistance, genetic mapping, host-pathogen interactions, quantitative trait loci, and transcriptome analysis.
Qualitative Research Methods and Applications Social Sciences → Social Sciences → Education	1	2	Social Sciences	Grounded Theory Qualitative Research Data Analysis Software Constructivist Approach Theoretical Sampling Coding Process Research Design Symbolic Interactionism Methodological Issues Literature Review This cluster of papers focuses on the development, application, and challenges of grounded theory methodology in qualitative research. It covers topics such as the coding process, theoretical sampling, constructivist approach, use of data analysis software, methodological issues, and the role of literature review. The cluster also explores the intersection of grounded theory with symbolic interactionism and its relevance in various research designs.
Media, Gender, and Advertising Social Sciences → Social Sciences → Gender Studies	1	2	Social Sciences	Gender Roles Advertising Media Representation Stereotypes Femvertising Disney Princesses Content Analysis Television Commercials Social Identity Cultural Perspectives This cluster of papers explores the portrayal of gender roles, stereotypes, and representations in advertising and media, with a focus on the impact of femvertising, Disney princesses, and television commercials. It delves into content analysis of gender portrayal across different cultures and time periods, examining the influence of media on social identity and cultural perspectives.
Water Resources and Sustainability Physical Sciences → Environmental Science → Water Science and Technology	1	3	Environmental Science	Water Poverty Index Carrying Capacity Water Resources Sustainability Assessment Urban Development Ecological Environment System Dynamics Model Regional Assessment Resource Management Environmental Capacity This cluster of papers focuses on the development and application of the Water Poverty Index, carrying capacity assessment, water resources sustainability, urban development, ecological environment evaluation, and system dynamics modeling. The research covers a wide range of topics related to water poverty, resource management, and sustainability assessment at regional and urban scales.
Plant and fungal interactions Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	1	1	Agricultural and Biological Sciences	Endophyte Symbiosis Grass-Fungal Interaction Alkaloid Biosynthesis Plant Stress Tolerance Mutualistic Fungi Symbiotic Symbionts Host-Endophyte Coevolution Ecological Consequences Grassland Ecosystems Fungal Genetics This cluster of papers explores the evolutionary origins, ecological consequences, and molecular mechanisms of endophyte symbiosis with grasses. It investigates the adaptations of endophyte-infected grasses to environmental stresses, the role of alkaloid biosynthesis in plant stress tolerance, and the coevolutionary dynamics between host plants and mutualistic fungi. The research also delves into the impact of endophytic fungi on grassland ecosystems and their potential applications in agriculture.
Asian Geopolitics and Ethnography Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Myanmar conflict state building Rohingya refugees ethnicity Buddhist nationalism human rights sanctions political transition This cluster of papers explores the complex dynamics of conflict, state building, and ethnic tensions in Myanmar, with a particular focus on the Rohingya crisis, refugee issues, ethnic identity, and the impact of sanctions. It delves into the challenges of political transition, human rights abuses, and the role of Buddhist nationalism in shaping the socio-political landscape.
Wildlife Conservation and Criminology Analyses Physical Sciences → Environmental Science → Nature and Landscape Conservation	1	3	Environmental Science	Parrot Poaching Illegal Wildlife Trade Conservation Criminology Environmental Crimes Invasive Species State-Corporate Crime Ecological Harm Wildlife Trafficking Nest Competition Endangered Species This cluster of papers focuses on the illegal trade and conservation issues related to parrots, including topics such as parrot poaching, wildlife trafficking, invasive species, state-corporate crime, ecological harm, and nest competition. It explores the challenges and impacts of parrot poaching on endangered species and the broader ecosystem.
Seismology and Earthquake Studies Physical Sciences → Computer Science → Artificial Intelligence	1	3	Computer Science	Machine Learning Seismic Signals Earthquake Detection Early Warning Convolutional Neural Network Seismic Event Classification Real-Time Seismology Deep Learning Models Seismic Phase Picking Citizen Science This cluster of papers focuses on the application of machine learning and deep learning techniques to improve the accuracy and timeliness of earthquake early warning systems. It covers topics such as seismic signal classification, real-time seismology, convolutional neural networks for seismic phase picking, and the integration of citizen science in earthquake monitoring.
Human Rights and Development Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Human Rights Development Global Governance Millennium Development Goals Social Inequality Indicators Sustainable Development Goals Aid and Development Rights-Based Approach International Cooperation This cluster of papers explores the intersection of human rights and development within the context of global governance, focusing on the critique and implementation of Millennium Development Goals, challenges in achieving sustainable development, social inequality, and the use of indicators to measure progress. It also delves into the implications of a rights-based approach, international cooperation, and the evolving landscape of human rights in the pursuit of equitable development.
Magnesium Oxide Properties and Applications Physical Sciences → Materials Science → Materials Chemistry	1	3	Materials Science	Magnesium-Based Cements Nanomaterials Hydration Mechanism Microstructure Phosphate Ceramics MgO Nanoparticles Pore Structure Synthesis Characterization Environmental Remediation This cluster of papers focuses on the synthesis, properties, and applications of magnesium-based cements and nanomaterials, including magnesium oxide (MgO) and magnesium hydroxide (Mg(OH)2). It covers topics such as the hydration mechanism, microstructure, phosphate ceramics, pore structure, and environmental remediation using these materials.
Qualitative Comparative Analysis Research Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Qualitative Comparative Analysis Causal Complexity Fuzzy-Set Approach Configurational Theory Process Tracing Case Study Methods Complex Causality Methodological Pluralism Multi-Method Research Comparative-Historical Methodology This cluster of papers focuses on the application of Qualitative Comparative Analysis (QCA) and related set-theoretic methods in social science research. It emphasizes the exploration of causal complexity, configurational theory, and methodological pluralism, utilizing techniques such as process tracing and case study methods to understand complex causality. The cluster also highlights the integration of multi-method approaches and comparative-historical methodology in social science research.
Soil and Land Suitability Analysis Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	1	3	Environmental Science	GIS Land Suitability Multi-Criteria Analysis Agricultural Land Use Remote Sensing AHP Technique Sustainable Development Soil Evaluation Crop Suitability Decision Support System This cluster of papers focuses on the assessment of land suitability for various agricultural activities using Geographic Information Systems (GIS), multi-criteria analysis, and remote sensing techniques. The research covers topics such as agricultural land use, soil evaluation, crop suitability, and decision support systems for sustainable development.
Water and Land Management Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	1	3	Environmental Science	Environmental Conservation Sustainable Development Soil Health Garbage Enzyme Zeolites Land Reclamation Water Management Erosion Control Biodiversity Climate Change This cluster of papers covers a wide range of topics related to environmental conservation and sustainable development, including soil health, garbage enzyme, zeolites, land reclamation, water management, erosion control, biodiversity, and climate change. The papers explore various aspects of environmental protection and resource management.
Plant-based Medicinal Research Life Sciences → Pharmacology, Toxicology and Pharmaceutics → Pharmacology	1	1	Pharmacology, Toxicology and Pharmaceutics	Aconitum Alkaloids Traditional Chinese Medicine Toxicity Pharmacokinetics Diterpenoid Alkaloids Herbal Poisoning Phytochemistry Cardiotoxicity Anticancer Effects Metabolism This cluster of papers explores the pharmacology, toxicity, and potential therapeutic effects of Aconitum alkaloids, particularly in the context of Traditional Chinese Medicine. It covers topics such as the phytochemistry, pharmacokinetics, cardiotoxicity, and anticancer effects of these alkaloids, as well as their metabolism and potential for herbal poisoning.
Conferences and Exhibitions Management Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Convention Attendees Trade Shows Conference Travel Carbon Footprint Virtual Conferences Exhibition Industry Sustainability Meeting Planners Visitor Experiences Academic Mobility This cluster of papers explores the motivation, behavior, and impact of convention attendees, with a focus on trade shows, conference travel, carbon footprint reduction, virtual conferences, sustainability in the exhibition industry, and the experiences of meeting planners and visitors. It also delves into the complexities of academic mobility and the implications for professional networks.
Therapeutic Uses of Natural Elements Health Sciences → Health Professions → Complementary and Manual Therapy	1	4	Health Professions	Clay Minerals Balneotherapy Spa Therapy Geophagy Medical Geology Antibacterial Properties Osteoarthritis Cosmetic Industry Pharmaceutical Products Mineralogical Characteristics This cluster of papers explores the therapeutic applications of clay minerals, particularly in the fields of balneotherapy, spa therapy, and geophagy. It investigates the antibacterial properties, medical geology, and the use of clay minerals in treating conditions such as osteoarthritis. The cluster also delves into the compositional and safety specifications of clays for pharmaceutical and cosmetic products.
Chemical synthesis and alkaloids Physical Sciences → Chemistry → Organic Chemistry	1	3	Chemistry	Amaryllidaceae Alkaloids Galanthamine Narciclasine Lycorine Anticancer Acetylcholinesterase Inhibitors Synthesis Biological Activity Medicinal Potential This cluster of papers focuses on the chemistry, pharmacology, synthesis, and biological activities of Amaryllidaceae alkaloids such as galanthamine, narciclasine, and lycorine. These natural compounds show potential as anticancer agents, acetylcholinesterase inhibitors, and have medicinal significance. The research also explores their structure-activity relationships and potential therapeutic applications.
Community-based Tourism Development and Sustainability Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Community-based Tourism Sustainable Development Local Wisdom Cultural Ecotourism Social Economic Impact Pandemic Response Environmental Communication Destination Competitiveness Rural Destination Tourism Planning This cluster of papers focuses on community-based tourism development, sustainable practices, and the integration of local wisdom and cultural ecotourism. It also explores the social and economic impact of tourism, including responses to the pandemic, environmental communication, and strategies for destination competitiveness in rural areas.
Legal and Regulatory Analysis Social Sciences → Social Sciences → Transportation	1	2	Social Sciences	Transport Policy Legal Regulation Economic Security Public Oversight International Trade Law Logistics Business Processes High-Tech Enterprises Regional Industry Modernization Hygienic Condition Environmental Technologies This cluster of papers covers a wide range of topics related to transport policy, legal regulation, economic security, public oversight, international trade law, logistics business processes, high-tech enterprises, regional industry modernization, hygienic condition, and environmental technologies.
Spacecraft and Cryogenic Technologies Physical Sciences → Engineering → Aerospace Engineering	1	3	Engineering	Cryogenic Storage Liquefied Natural Gas (LNG) Boil-Off Losses Thermal Stratification Propellant Tank Multilayer Insulation Self-Pressurization Fluid Management Capillary Flow Thermodynamic Modeling This cluster of papers focuses on the cryogenic storage and management of liquefied natural gas (LNG) and other cryogenic fluids. It covers topics such as minimizing boil-off losses, thermal stratification phenomenon, self-pressurization, multilayer insulation systems, capillary flow, and thermodynamic modeling for efficient fluid management.
Environmental Changes in China Physical Sciences → Environmental Science → Global and Planetary Change	1	3	Environmental Science	Land Use Change Environmental Impact China Sustainability Remote Sensing Ecosystem Services Climate Change Wetland Landscape Urbanization Grassland Degradation This cluster of papers focuses on the analysis of land use change, its environmental impact, and sustainability in China. It covers topics such as remote sensing, ecosystem services, climate change, wetland landscape, urbanization, and grassland degradation.
Agriculture, Plant Science, Crop Management Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Organic Fertilizers Nutrient Sources Seed Yield Microbial Inoculant Soil Properties Plant Growth Biofertilizers Waste Management Antioxidant Properties Sustainable Agriculture This cluster of papers explores the effects of using effective microorganisms (EM) in agriculture, focusing on topics such as organic fertilizers, nutrient sources, seed yield, microbial inoculants, soil properties, plant growth, waste management, antioxidant properties, and sustainable agriculture.
Expert finding and Q&A systems Physical Sciences → Computer Science → Information Systems	1	3	Computer Science	Expert Finding Community Question Answering Social Media Knowledge Sharing Relevance Criteria User Motivations Answer Quality Question Routing Expertise Identification Information Seeker Satisfaction This cluster of papers focuses on the identification and retrieval of experts within online communities, particularly in the context of question answering platforms and social media. It explores various aspects such as user motivations, answer quality, relevance criteria, and techniques for routing questions to appropriate answerers.
Biomedical and Engineering Education Physical Sciences → Engineering → Biomedical Engineering	1	3	Engineering	Hackathons Biomedical Engineering Challenge-Based Learning Innovation Education Healthcare Adaptive Expertise Learning Sciences Open Innovation Game Jams This cluster of papers explores the role of hackathons and challenge-based learning in advancing innovation, education, and adaptive expertise in the field of biomedical engineering. It delves into topics such as open innovation, healthcare entrepreneurship, interdisciplinary collaboration, and the application of learning sciences in biomedical technology innovation. The cluster also emphasizes the impact of hackathons as informal learning platforms and their significance in addressing grand challenges in healthcare.
Mental Health Research Topics Social Sciences → Psychology → Experimental and Cognitive Psychology	1	2	Psychology	Network Analysis Psychopathology Mental Disorders Emotion Dynamics Depression Symptoms Ecological Momentary Assessment Symptom Networks Personality Data Psychometric Models Clinical Longitudinal Data This cluster of papers focuses on the application of network analysis to understand the structure and dynamics of psychopathology and mental disorders. It explores topics such as emotion dynamics, depression symptoms, ecological momentary assessment, and the use of psychometric models to study clinical longitudinal data.
Psychology Research and Bibliometrics Social Sciences → Psychology → Experimental and Cognitive Psychology	1	2	Psychology	Research Methodology Peer Review Process Bibliometric Analysis Scientific Publications Psychology Journals Doctoral Programs Social Network Analysis Bibliometric Study Evaluation Criteria Internationalization This cluster of papers focuses on the research methodology in psychology and education, including topics such as peer review process, bibliometric analysis of scientific publications, evaluation criteria for doctoral programs, and internationalization of psychology journals. It also covers the use of social network analysis in research and provides insights into the trends and patterns in scientific productivity.
Occupational Health and Safety in Workplaces Health Sciences → Health Professions → Occupational Therapy	1	4	Health Professions	Occupational Health Ergonomics Workplace Safety Teleworking Health Promotion Risk Assessment Industrial Hygiene Safety Management Systems Musculoskeletal Disorders Legislation This cluster of papers covers a wide range of topics related to occupational health and safety in workplaces, including ergonomics, teleworking, risk assessment, musculoskeletal disorders, and safety management systems. It also addresses health promotion, industrial hygiene, and relevant legislation. The papers discuss various aspects of creating healthy and safe work environments, identifying and mitigating workplace hazards, and promoting employee well-being.
Radio, Podcasts, and Digital Media Social Sciences → Social Sciences → Communication	1	2	Social Sciences	Podcasting Audio Storytelling Radio Revival True Crime Digital Publishing Social Media Motivations Journalism User Engagement Media Consumption This cluster of papers explores the evolution of podcasting as a medium, its association with traditional radio, the motivations of podcast users, the impact of true crime podcasts, and the role of podcasting in digital publishing and journalism. It also delves into the social and cultural aspects of podcasting, user engagement, and the revival of audio storytelling.
Pharmacological Effects of Medicinal Plants Health Sciences → Medicine → Pharmacology	1	4	Medicine	Boswellic Acids Guggulsterone Inflammation Cholesterol Cancer Osteoarthritis Anti-inflammatory Apoptosis Pharmacology Traditional Medicine This cluster of papers explores the therapeutic potential of Boswellic acids, guggulsterone, and related compounds in the treatment of inflammation, cholesterol management, cancer, osteoarthritis, and other chronic diseases. The research covers their mechanisms of action, pharmacological effects, and traditional medicinal uses.
Myxozoan Parasites in Aquatic Species Life Sciences → Biochemistry, Genetics and Molecular Biology → Cancer Research	1	1	Biochemistry, Genetics and Molecular Biology	Myxozoan parasite phylogeny host-parasite relationship pathogenic species life cycle molecular phylogeny gill-infecting proliferative kidney disease biodiversity This cluster of papers explores the biology, evolution, and diversity of Myxozoan parasites, with a focus on their taxonomy, life cycles, pathogenicity, molecular phylogeny, and host-parasite relationships. It also delves into specific diseases caused by Myxozoans, such as proliferative kidney disease. The research covers a wide range of fish hosts and geographical locations.
Agriculture and Rural Development Research Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	1	1	Agricultural and Biological Sciences	Livestock Farming Sustainability Adaptation Agricultural Development Work Organization Diversity Multifunctionality Agroecology Smallholder Farmers Climate Change This cluster of papers explores the evolution, sustainability, and adaptation of livestock farming systems, with a focus on work organization, diversity, multifunctionality, and the challenges faced by smallholder farmers. It delves into topics such as agricultural development, agroecology, and the impact of climate change on livestock farming. The papers also discuss strategies for enhancing the sustainability and resilience of livestock farming systems.
Data Analysis with R Physical Sciences → Computer Science → Artificial Intelligence	1	3	Computer Science	R language statistical analysis data visualization parallel computing time series analysis spatial data machine learning geospatial analysis statistical modeling big data This cluster of papers focuses on statistical computing and data analysis using the R language. It covers a wide range of topics including statistical analysis, data visualization, parallel computing, time series analysis, spatial data, machine learning, geospatial analysis, statistical modeling, and big data.
Regional Development and Management Studies Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	1	2	Economics, Econometrics and Finance	Sustainable Development Economic Growth Rural Tourism Agricultural Sustainability Small and Medium Enterprises Regional Development Organizational Culture Leadership Emergence Financial Performance Innovation Management This cluster of papers explores the intersection of sustainable development, economic growth, and rural tourism in Serbia. It covers topics such as agricultural sustainability, small and medium enterprises, regional development, organizational culture, leadership emergence, and financial performance. The papers delve into the challenges and opportunities for sustainable development in the context of economic growth, with a focus on the role of various industries and organizational practices.
Corporate Law and Human Rights Social Sciences → Business, Management and Accounting → Organizational Behavior and Human Resource Management	1	2	Business, Management and Accounting	Corporate Human Rights Multinational Enterprises Liability Transnational Corporations Business International Law Accountability OECD Guidelines Legal Responsibility This cluster of papers focuses on the obligations and responsibilities of multinational corporations and other business entities with regard to human rights. It explores topics such as corporate liability for human rights violations, the role of international law in holding corporations accountable, and the development of frameworks and guidelines for corporate responsibility. The cluster also delves into the challenges and opportunities in enforcing human rights standards on transnational corporations.
Educational Theory and Curriculum Studies Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Sociology Education Curriculum Knowledge Pedagogy Powerful Knowledge Social Realism Bernsteinian Analysis Globalization Class Disparities This cluster of papers explores the intersection of sociology and education, focusing on curriculum knowledge, pedagogy, and the power dynamics within educational systems. It delves into the influence of social structures, globalization, and class disparities on knowledge acquisition and dissemination. The papers also discuss the concept of 'powerful knowledge' and its implications for educational equity and social justice.
Religion, Society, and Development Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Faith-Based Organizations Social Services Religion Development Humanitarianism NGOs Community Development Civil Society International Aid Welfare This cluster of papers explores the role and impact of faith-based organizations in providing social services, contributing to community development, and engaging in international development and humanitarian efforts. It delves into the relationship between religion, spirituality, and development, as well as the comparison between faith-based and secular organizations in delivering welfare and aid. The papers also discuss the challenges, opportunities, and controversies surrounding the involvement of faith-based organizations in various aspects of development and social welfare.
Historical Studies in Latin America Social Sciences → Social Sciences → Demography	1	2	Social Sciences	Independence Hispanic World Revolution Constitutionalism Colonial Society Political Power Cultural Identity Religious Influence Social Movements Historiography This cluster of papers explores the struggles for independence, constitutionalism, and cultural identity in the Hispanic world during the 18th and 19th centuries. It delves into the political power dynamics, religious influence, and social movements that shaped the colonial society and led to revolutionary changes.
Agricultural Development and Management Life Sciences → Agricultural and Biological Sciences → General Agricultural and Biological Sciences	1	1	Agricultural and Biological Sciences	Agricultural Entrepreneurship Technology Adoption Sustainable Farming Practices Climate Change Impact Rural Community Empowerment Extension Services Food Security Small-Scale Farming Youth Participation Gender Equality This cluster of papers covers a wide range of topics related to sustainable agricultural development, including agricultural entrepreneurship, technology adoption, sustainable farming practices, climate change impact on agriculture, rural community empowerment, extension services, food security, small-scale farming, youth participation in agriculture, and gender equality in the agricultural sector.
Science, Technology, and Education in Latin America Social Sciences → Social Sciences → Demography	1	2	Social Sciences	Latin American Universities Technology and Innovation University-Industry Relationships Social Impact of Science Global Knowledge Networks Sustainable Development Science and Society Studies Inequality and Innovation Knowledge Transfer Higher Education Policies This cluster of papers explores the evolving landscape of knowledge production, technology, and innovation in Latin American universities. It delves into the dynamics of university-industry relationships, social impact of science, global knowledge networks, sustainable development, and higher education policies. The papers also address issues related to inequality and innovation, knowledge transfer, and the intersection of science with society.
Medical Case Reports and Studies Health Sciences → Medicine → Surgery	1	4	Medicine	Toxicology Physiology Neuropsychological Assessment Public Health Diabetes Complications Aging Cardiovascular Disease Endocrinology Renal Function Neurological Disorders This cluster of papers covers a wide range of topics in medical research and practice, including toxicology, physiology, public health, diabetes complications, aging, cardiovascular disease, endocrinology, renal function, and neurological disorders. The papers reflect advancements in understanding and addressing various medical conditions and diseases.
Migration, Identity, and Health Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Migration Healthcare Access Discrimination French Territories Ethnicity Social Inequality Migrant Workers Cultural Diversity Public Health Sociolinguistics This cluster of papers explores the intersection of migration, health, and inequality in various French territories, addressing issues such as healthcare access for migrants, discrimination based on ethnicity, social inequality, the experiences of migrant workers, cultural diversity's impact on public health, and sociolinguistic factors.
Psychological and Temporal Perspectives Research Social Sciences → Psychology → Experimental and Cognitive Psychology	1	2	Psychology	Time Perspective Future Orientation Well-being Health Behavior Adolescent Development Self-control Motivation Personality Traits Academic Engagement Socioeconomic Disparities This cluster of papers focuses on the conceptualization and measurement of time perspective, including future orientation, well-being, health behavior, adolescent development, self-control, motivation, personality traits, academic engagement, and socioeconomic disparities.
Economic and Industrial Development Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	1	2	Economics, Econometrics and Finance	Innovation Economics Economic Development Industrial Enterprises Investment Digital Economy Leasing Small Business Globalization Sustainability Entrepreneurship This cluster of papers focuses on the intersection of innovation economics, economic development, and industrial enterprises. It explores topics such as investment, the digital economy, leasing, small business, globalization, sustainability, and entrepreneurship in various contexts.
HIV, TB, and STIs Epidemiology Social Sciences → Social Sciences → General Social Sciences	1	2	Social Sciences	Globalization Identity Power Politics Cultural History Democracy Migration Education Health This cluster of papers covers a wide range of topics in social science and humanities research, including globalization, cultural identity, power dynamics, political ideologies, historical analysis, democracy, migration, education, and health. The papers delve into the complexities of societal structures, human behavior, and the impact of various factors on individuals and communities.
Regional resilience and development Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	1	2	Economics, Econometrics and Finance	Regional Economic Resilience Recessionary Shocks Adaptation Economic Structure Regional Employment Economic Crisis Industrial Diversity Territorial Capital Innovation Districts Socioeconomic Performance This cluster of papers explores the concepts, determinants, and measurements of regional economic resilience in response to recessionary shocks, economic crises, and industrial transformations. It delves into the factors such as adaptation, economic structure, industrial diversity, innovation districts, and territorial capital that contribute to the resilience of regional economies. The cluster also examines the impact of socioeconomic performance on the ability of regions to withstand and recover from economic challenges.
Oral History, Memory, Narrative Analysis Social Sciences → Arts and Humanities → History	1	2	Arts and Humanities	Oral History Narratives Interviewing Memory Gender Social Change Ethics Community Feminist Analysis Cultural Geography This cluster of papers explores the use of oral history as a research method, focusing on narratives, memory, and the ethical considerations of interviewing. It delves into the role of oral history in understanding social change, gender dynamics, and cultural geography.
Medicine and Dermatology Studies History Health Sciences → Medicine → Dermatology	1	4	Medicine	Prurigo Pigmentosa Inflammatory Disease Skin Clinicopathological Study Ketogenic Diet Histopathological Study Treatment Epidemiology Helicobacter pylori Infection Doxycycline This cluster of papers focuses on Prurigo Pigmentosa, an inflammatory skin disease characterized by distinctive clinicopathological features. The papers cover various aspects including clinicopathological studies, treatment outcomes, association with ketogenic diet and bariatric surgery, epidemiology, and potential links to Helicobacter pylori infection. They also discuss the histopathological characteristics and the efficacy of treatments such as doxycycline. The cluster reflects a comprehensive exploration of this underdiagnosed disease.
Science, Research, and Medicine Health Sciences → Medicine → Reproductive Medicine	1	4	Medicine	Biomedical Science Health Research Drug Development Genomic Studies Public Health Cancer Research Nanomedicines Global Health Challenges Ethical Considerations Sustainability in Healthcare This cluster of papers covers a wide range of topics in biomedical science and health research, including drug development, genomic studies, cancer research, nanomedicines, global health challenges, ethical considerations, and sustainability in healthcare. It reflects the ongoing efforts to advance medical knowledge and address complex health issues on a global scale.
Engineering and Information Technology Physical Sciences → Computer Science → Software	1	3	Computer Science	Software Development Information Systems Modeling Automation Database Systems Web-Based Applications Simulation Energy Systems Quality Assurance Internet Courses This cluster of papers covers a wide range of topics related to software development, engineering processes, and information systems. It includes discussions on modeling, automation, database systems, web-based applications, simulation, energy systems, quality assurance, and internet courses.
Finance, Taxation, and Governance Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	1	3	Environmental Science	Ecotourism Sustainable Development Environmental Education Forest Genetic Diversity Community Participation Public Policies Rural Tourism Climate Change Social Sustainability Natural Resource Management This cluster of papers explores the intersection of ecotourism, sustainable development, and environmental conservation in Latin America. It covers topics such as the impact of ecotourism on indigenous communities, forest genetic diversity, climate change adaptation, community-based tourism, and the role of public policies in promoting sustainable tourism practices. The papers also delve into environmental education, social sustainability, and the management of natural resources within the context of ecotourism.
Social Science and Policy Research Social Sciences → Social Sciences → General Social Sciences	1	2	Social Sciences	Social Science Research Methodology Qualitative Research Phronetic Social Science Environmental Management Conflict Minerals Sociology Global Governance Vocational Education Ethics and Leadership This cluster of papers covers a wide range of interdisciplinary social science research topics including qualitative research methodology, phronetic social science, environmental management, conflict minerals, sociology, global governance, vocational education, and ethics and leadership. The papers explore various aspects of social science research methods, ethical considerations, and their applications in different fields.
Leech Biology and Applications Health Sciences → Medicine → Pharmacology	1	4	Medicine	Medicinal Leeches Hirudotherapy Leech Therapy Phylogenetic Analysis Symbiotic Relationships Anticoagulants Microbiota Reconstructive Surgery Osteoarthritis Treatment Evolutionary History This cluster of papers explores the diverse aspects of medicinal leeches, including their phylogenetic relationships, symbiotic interactions, use in leech therapy for various medical conditions, and the molecular basis of their salivary secretions. The research also delves into the evolutionary history and ecological roles of medicinal leeches.
Aquatic and Environmental Studies Physical Sciences → Earth and Planetary Sciences → Earth-Surface Processes	1	3	Earth and Planetary Sciences	Numerical Modeling Hydrodynamic Processes Shallow Water Flows Coastal Zone Sediment Transport High-Performance Computing Ecosystem Models Biological Rehabilitation Wave Processes Environmental Impact This cluster of papers focuses on the numerical modeling and analysis of coastal hydrodynamic processes in shallow water basins, including sediment transport, wave processes, and ecological consequences. It also explores the development of ecosystem models, sustainable rehabilitation methods, and the environmental impact of anthropogenic activities in coastal areas.
Earthquake and Disaster Impact Studies Social Sciences → Social Sciences → Transportation	1	2	Social Sciences	Disaster Recovery Urban Reconstruction Housing Recovery Community Resilience Earthquake Impact Coastal Vegetation Tsunami Evacuation Geological Nomenclature Biotechnology Education STEM Research This cluster of papers focuses on disaster recovery, urban reconstruction planning, and the impact of natural disasters such as earthquakes and tsunamis on housing, communities, and coastal vegetation. It also explores topics related to community resilience, geological nomenclature, biotechnology education, and STEM research in the context of disaster-affected areas.
Psychology of Social Influence Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Obedience Social Norms Tipping Behavior Compliance Service Quality Gratuity Restaurant Service Milgram Experiment Cultural Differences Persuasion Techniques This cluster of papers explores the impact of social norms, particularly in the context of obedience, tipping behavior, and compliance with requests. It delves into the dynamics of social influence, cultural variations in tipping practices, and the psychology behind adherence to norms and authority. The research also investigates the role of persuasion techniques and service quality in shaping individuals' behavior within societal norms.
Classical Studies and Legal History Social Sciences → Arts and Humanities → History	1	2	Arts and Humanities	Visigothic Monarchy Hispania Religious Power Political Conflict Royal Succession Cultural Identity Legal System Late Antiquity This cluster of papers explores various aspects of the Visigothic monarchy in Hispania during the late antiquity, including religious and political power, royal succession, cultural identity, and the legal system. It delves into topics such as the role of kings, internal conflicts, conversion of Jews, and the representation of power through iconography and epigraphy.
Environmental and Ecological Studies Physical Sciences → Energy → Renewable Energy, Sustainability and the Environment	1	3	Energy	Renewable Energy Climate Change Environmental Impact Assessment Sustainable Development Ecosystem Approach Energy Policy Analysis Geographic Information Systems Urban Planning Biomass Energy SMEs in Developing Economies This cluster of papers covers a wide range of topics related to energy, climate change, and environmental impact assessment. It includes discussions on renewable energy sources, energy policy analysis, the use of geographic information systems in urban planning, and the assessment of biomass energy. The cluster also addresses the impact of climate change on various regions and the role of small and medium enterprises (SMEs) in developing economies.
Sociology and Norbert Elias Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Norbert Elias Civilizing Process Sociology Violence Social Dynamics Emotions Micro-sociology Figurational Sociology Social Change Solidarity This cluster of papers explores the interplay between violence and civilization from a sociological perspective, drawing heavily on the theories of Norbert Elias. It delves into topics such as the civilizing process, micro-sociological dynamics of violence, emotional entrainment, and the sociology of international relations. The cluster also examines the role of emotions, solidarity, and social change in shaping violent interactions within societies.
Environmental Quality and Pollution Physical Sciences → Environmental Science → Ecology	1	3	Environmental Science	Ecological Assessment Urban Development Environmental Management Eco-cities Sustainable Development Artificial Neural Network Heavy Metals Pollution Ecosystem Health GIS and Remote Sensing Land Use Change This cluster of papers focuses on the assessment of ecological health, urban development, and environmental management. It covers topics such as eco-cities, sustainable development, artificial neural network applications, heavy metals pollution, ecosystem health evaluation, and the use of GIS and remote sensing in analyzing land use change. The research encompasses a wide range of environmental and urban development issues, aiming to provide insights into sustainable practices and ecological security.
Indigenous Knowledge Systems and Agriculture Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Indigenous Knowledge Soil Fertility Local Soil Classification Sustainable Development Knowledge Management Agricultural Practices Farmers' Perception Land Use Ethnopedology Traditional Farming Systems This cluster of papers explores the intersection of indigenous knowledge and soil management practices, focusing on the role of local communities in sustainable agriculture, soil fertility assessment, and land use. It discusses the challenges and opportunities of integrating traditional farming systems with scientific soil knowledge for sustainable development.
Conservation, Ecology, Wildlife Education Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	1	3	Environmental Science	Conservation Biology Policy Advocacy Leadership Endangered Species Act Scientific Integrity Environmental Science Sustainability Applied Ecology Graduate Education Biodiversity Conservation This cluster of papers focuses on the intersection of conservation science, policy advocacy, and leadership in the context of biodiversity conservation. It addresses issues such as the role of scientists in advocacy, the impact of policy on conservation efforts, and the development of necessary skills for nonacademic conservation careers.
Geography and Environmental Studies in Latin America Social Sciences → Social Sciences → Geography, Planning and Development	1	2	Social Sciences	Qualitative Research Teoría Fundamentada Education Social Sciences Methodology Healthcare Communication Territorial Analysis Tourism Community Development This cluster of papers covers a wide range of topics related to qualitative research methods, including grounded theory, phenomenology, and qualitative data analysis. It also explores applications in education, healthcare, communication, and territorial analysis, with a focus on social sciences and community development. The papers discuss the use of qualitative research in understanding phenomena and addressing challenges in various fields.
Globalization and political ideologies Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Global Governance Legitimacy Neoliberalism Moral Economy Civil Society Globalization International Relations Political Economy State Theory Cultural Political Economy This cluster of papers explores the complex interplay of global governance, legitimacy, neoliberalism, moral economy, and civil society in the context of international relations. It delves into the impact of globalization on state theory, cultural political economy, and the evolving dynamics of political behavior at both elite and public levels.
Ecology and biodiversity studies Physical Sciences → Environmental Science → Ecology	1	3	Environmental Science	Beaver Dams Ecosystem Engineering Habitat Restoration Biodiversity Riparian Areas Wetland Development Stream Ecology Invasive Species Geomorphological Effects Species Richness This cluster of papers explores the ecological impact of beavers (Castor fiber and Castor canadensis) on various ecosystems, focusing on their role as ecosystem engineers, the influence of beaver dams on biodiversity and habitat restoration, and the geomorphological and hydrological effects of beaver activities. The papers also investigate the interactions between beavers and other species, such as fish, amphibians, and waterbirds.
Knowledge Societies in the 21st Century Social Sciences → Social Sciences → Demography	1	2	Social Sciences	Big Data Education Information and Communication Technologies (ICT) Innovation Technology Integration Digital Transformation Teacher Training Social Impact Ethical Implications Interdisciplinary Research This cluster of papers explores the emergence of knowledge societies in the 21st century, focusing on topics such as Big Data, education, information and communication technologies (ICT), innovation, technology integration, digital transformation, teacher training, social impact, ethical implications, and interdisciplinary research. The papers cover a wide range of issues related to the intersection of knowledge, technology, and society.
Immunotoxicology and immune responses Life Sciences → Immunology and Microbiology → Immunology	1	1	Immunology and Microbiology	Histopathology Immunotoxicity Toxicology Developmental Immunotoxicity Pathology Evaluation Immune System Neurotoxicity Bone Marrow Lymphoid Organs Cytokine Production This cluster of papers focuses on the study of immunotoxicology within the field of toxicologic pathology, covering topics such as histopathological evaluation, developmental immunotoxicity, neurotoxicity, and the effects of various compounds on the immune system. It also explores the assessment of immunotoxic potential, cytokine production, and the impact of environmental factors on immune dysfunction.
Scientific Research and Technology Physical Sciences → Computer Science → Computer Science Applications	1	3	Computer Science	Artificial Intelligence Metaverse Health Education Data Management Digital Transformation STEM Education Social Networks Pedagogical Intervention Information Systems Scientific Production This cluster of papers explores the intersection of technology and education, with a focus on innovations such as artificial intelligence, metaverse, and digital transformation. It encompasses research in health education, data management, STEM education, social networks, and pedagogical intervention. The papers also delve into the impact of information systems and scientific production in the context of educational advancements.
Decolonial Thought and Epistemologies Social Sciences → Social Sciences → Anthropology	1	2	Social Sciences	Decoloniality Postcolonialism Global South Coloniality Feminism Neoliberalism Identity Imperialism Social Movements Cultural Reproduction This cluster of papers explores decolonial and postcolonial studies in a global context, addressing themes such as decoloniality, postcolonialism, the Global South, coloniality, feminism, neoliberalism, identity, imperialism, social movements, and cultural reproduction.
Food and Agricultural Sciences Life Sciences → Agricultural and Biological Sciences → Food Science	1	1	Agricultural and Biological Sciences	Food Composition Nutrient Analysis Food Safety Protein Profile Mineral Content Fatty Acid Composition Amino Acid Analysis Antioxidant Activity Fermentation Process Functional Food This cluster of papers explores the impact of various food processing methods on the nutrient composition, safety, and functional properties of food. It covers topics such as protein profile, mineral content, fatty acid composition, amino acid analysis, antioxidant activity, and the use of fermentation in developing functional foods.
Colonial History and Postcolonial Studies Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Transnationalism Colonialism Nationalism Internationalism Indian Freedom Movement Maritime Labor Anti-Imperialism Diaspora Global Radicalism Postcolonial Societies This cluster of papers explores transnational social and political movements during the colonial era, focusing on Indian nationalism, internationalism, diasporic dimensions of the Indian freedom movement, anti-imperialist activities, maritime labor, and global radicalism. It delves into the interconnectedness of colonial societies, the impact of colonialism on national identities, and the role of transnational networks in shaping historical events.
Economic and Technological Innovation Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics	1	2	Economics, Econometrics and Finance	Economic Complexity Product Space Development Innovation Income Inequality Export Diversification Global Competitiveness Industrial Policy Knowledge-based Innovation Technology Networks This cluster of papers explores the concept of economic complexity and its role in the development of nations. It delves into topics such as product space, innovation, income inequality, export diversification, global competitiveness, industrial policy, knowledge-based innovation, and technology networks.
Innovative Approaches in Technology and Social Development Social Sciences → Business, Management and Accounting → Management of Technology and Innovation	1	2	Business, Management and Accounting	Open Innovation User-Centric Design Participatory Design Public Sector Innovation Urban Living Labs Co-Creation Innovation Methodologies Policy Innovation User Engagement ICT Development This cluster of papers focuses on the concept of Living Labs, which are open-innovation networks that employ user-centric and participatory design methodologies to drive innovation, particularly in the public sector and urban environments. The papers explore topics such as open innovation, user engagement, co-creation, policy innovation, and the development of information and communication technology (ICT) within the context of Living Labs.
Biochemical and biochemical processes Life Sciences → Biochemistry, Genetics and Molecular Biology → Biotechnology	1	1	Biochemistry, Genetics and Molecular Biology	Vanillin Biotechnological Production Biosynthesis Ferulic Acid Enzymatic Conversion Microbial Transformation Metabolic Engineering Flavor Compounds Purification and Characterization Therapeutic Prospects This cluster of papers focuses on the biotechnological production of vanillin, including topics such as biosynthesis from ferulic acid, enzymatic conversion, microbial transformation, metabolic engineering, flavor compounds, purification and characterization, and therapeutic prospects.
Water management and technologies Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	1	1	Agricultural and Biological Sciences	Water Management Ancient Civilizations Qanats Wastewater Management Urban Water Supply Historical Development Arid Regions Sustainable Management Hydro-Technologies Irrigation Systems This cluster of papers explores the evolution and historical development of water management, wastewater technologies, and urban water supply systems in ancient civilizations. It focuses on the use of qanats, sustainable management practices in arid regions, and the development of hydro-technologies such as irrigation systems. The papers also discuss the challenges and opportunities for sustainable water management in historical contexts.
Environmental Science and Water Management Physical Sciences → Environmental Science → Water Science and Technology	1	3	Environmental Science	Water Resources Management Integrated Management Hydrological Analysis Water Quality Monitoring Environmental Policy Climate Change Impact Socio-economic Factors Global Water Resources Community Action Framework Geospatial Public Health Research This cluster of papers focuses on the integrated management of water resources under diverse hydrological, climatic, and socio-economic conditions. It addresses challenges such as water quality monitoring, climate change impact, and the implementation of environmental policies. The cluster also explores the global distribution and demand for water resources and emphasizes the importance of geospatial public health research in this context.
Linguistic, Cultural, and Literary Studies Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Islam Culture Social Influence Literature Sharia Law Ethnicity Malay Language Philosophy Science History This cluster of papers explores the intersection of religion, culture, and social identity, with a focus on Islam, Malay language and literature, Sharia law, and the historical and philosophical aspects of science. It delves into the influence of social factors on religious practices and the development of religious and cultural identities.
Nutrition, Health, and Society Studies Life Sciences → Agricultural and Biological Sciences → Food Science	1	1	Agricultural and Biological Sciences	Nutrition Science Public Health Sustainability Dietary Guidelines Chronic Disease Prevention Environmental Impact Food Security Eco-Nutritional Disease Global Health Evidence-Based Nutrition This cluster of papers encompasses the interdisciplinary field of nutrition science, addressing topics such as public health, sustainability, dietary guidelines, chronic disease prevention, environmental impact, food security, eco-nutritional disease, global health, and evidence-based nutrition. The papers explore the relationship between nutrition and human health, as well as the environmental and societal implications of food systems.
Indonesian Legal and Regulatory Studies Social Sciences → Social Sciences → Political Science and International Relations	1	2	Social Sciences	Omnibus Law Legal System Environmental Law Criminal Justice Regulatory Reform Intellectual Property Labor Relations Judicial Practice Human Rights Legal Education This cluster of papers covers a wide range of legal and regulatory topics, with a focus on Indonesia and China. It includes discussions on Omnibus Law, environmental law, criminal justice, labor relations, intellectual property, and judicial practice. The papers also delve into the challenges and reforms within the legal system, emphasizing the importance of human rights and legal education.
Biotechnology and Related Fields Health Sciences → Medicine → Public Health, Environmental and Occupational Health	1	4	Medicine	Health Biotechnology Global Collaboration Developing Countries Innovation Public-Private Partnerships Emerging Markets Science-Based Health Innovation Entrepreneurship Capacity Building Intellectual Property This cluster of papers explores the development, challenges, and opportunities in global health biotechnology, with a focus on emerging markets and the role of public-private partnerships. It covers topics such as innovation, entrepreneurship, capacity building, intellectual property, and the potential for science-based health innovation in developing countries.
Botany and Geology in Latin America and Caribbean Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	1	1	Agricultural and Biological Sciences	Cycads Evolution Conservation Plant-derived Neurotoxins Population Dynamics Phylogenetic Relationships Biodiversity Ethnobotany Invasive Insects Geomorphology This cluster of papers focuses on the evolutionary innovations, conservation status, population dynamics, phylogenetic relationships, biodiversity, and ethnobotanical significance of cycads. It also explores the impact of invasive insects on cycad populations and includes studies on plant-derived neurotoxins, geomorphology, and conservation strategies.
Library Science and Information Systems Physical Sciences → Computer Science → Information Systems	1	3	Computer Science	Resource Description and Access Linked Data Bibliographic Framework Semantic Web Cataloging Standards Metadata Quality Library Linked Data FRBR Model Name Identifiers Digital Repositories This cluster of papers focuses on the management and standardization of name authority control in bibliographic repositories, emphasizing the transition to Resource Description and Access (RDA), implementation of Linked Data and Semantic Web technologies, and the evolution of cataloging standards. It also explores the challenges and benefits of adopting new metadata frameworks, such as BIBFRAME, and the impact on library linked data and metadata quality.
Innovation, Sustainability, Human-Machine Systems Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Interdependence Sustainability Climate Change Biodiversity Human Population Organizational Performance Corporate Social Responsibility Ethical Sustainability Artificial Intelligence Team Science This cluster of papers explores the interconnectedness and interdependence of various scientific, societal, and environmental factors, including human population growth, climate change, biodiversity protection, organizational performance, corporate social responsibility, ethical sustainability, and the role of artificial intelligence in shaping human-machine teams. The papers highlight the need for sustainable and responsible approaches to address the complex challenges facing our planet and emphasize the importance of interdisciplinary collaboration and ethical decision-making.
Leaf Properties and Growth Measurement Life Sciences → Agricultural and Biological Sciences → Plant Science	1	1	Agricultural and Biological Sciences	Leaf Area Estimation Non-destructive Digital Image Analysis Allometric Models Linear Measurements Artificial Neural Network Plant Growth Model Validation Phytochemical Studies This cluster of papers focuses on the development and validation of non-destructive methods for estimating leaf area in various plant species. The methods include digital image analysis, allometric models, linear measurements, and artificial neural networks. The research also covers the relationship between leaf area and plant growth, as well as phytochemical studies.
Libraries and Information Services Social Sciences → Arts and Humanities → Museology	1	2	Arts and Humanities	Literature Museum Exhibition Materiality Curation Narrative Art History Authorship Curating This cluster of papers explores the intersection of literature and museum exhibitions, focusing on the materiality of literature, curation practices, narrative spaces, and the role of literature in art and history. It delves into the challenges and strategies of exhibiting literary works, author museums, and the cultural significance of literature in museum contexts.
Innovation, Technology, and Society Social Sciences → Social Sciences → Sociology and Political Science	1	2	Social Sciences	Social Innovation Interdisciplinary Research Innovation Policy Sustainable Development Knowledge Engineering Digital Social Innovation Organizational Innovation Empowerment Urban Development Innovation Theory This cluster of papers explores the concept of social innovation, emphasizing interdisciplinary research networks, innovation policy, sustainable development, knowledge engineering, digital social innovation, organizational innovation, empowerment, urban development, and innovation theory. The papers cover a wide range of topics related to the societal impact of innovation and the role of interdisciplinary collaboration in driving social change.
Health, Environment, Cognitive Aging Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis	1	3	Environmental Science	Exposome Environmental Exposure Epidemiology Health Omics Biomarkers Cohort Study Public Health Genetics Disease Risk This cluster of papers focuses on the concept of the exposome, which encompasses the totality of environmental exposures throughout a person's life, including external and internal factors, and their biological responses. The papers cover topics such as environmental epidemiology, omics-based biomarkers, cohort studies, and the impact of environmental factors on health and disease risks.
African history and culture studies Social Sciences → Social Sciences → Anthropology	1	2	Social Sciences	Colonialism Post-Colonial Africa African History Cultural Studies Imperialism Social Impact Military History Nationalism Labor and Economy Gender Dynamics This cluster of papers explores the complex dynamics of colonialism and post-colonialism in Africa, covering topics such as the social impact of imperialism, military history, labor and economy, gender dynamics, nationalism, and the cultural studies of post-colonial Africa. The papers delve into the historical, social, and cultural aspects of African societies under colonial rule and their transition to independence.
Invertebrate Taxonomy and Ecology Life Sciences → Agricultural and Biological Sciences → Ecology, Evolution, Behavior and Systematics	1	1	Agricultural and Biological Sciences	Earthworms DNA Barcoding Cryptic Diversity Phylogenetic Analysis Genetic Structure Taxonomy Molecular Phylogeny Invasive Species Soil Biodiversity Species Delimitation This cluster of papers focuses on the diversity, genetic structure, and phylogeny of earthworms, highlighting the use of DNA barcoding to reveal cryptic diversity, phylogenetic analysis for taxonomy, and the impact of invasive species on soil biodiversity.
Military Technology and Strategies Physical Sciences → Engineering → Aerospace Engineering	1	3	Engineering	Air Force Modernization Warfare Unmanned Aerial Vehicles Radar Systems Military Communication Electronic Components Strategic Planning Foresight Design This cluster of papers covers various aspects related to the modernization and development of air force capabilities, including the use of unmanned aerial vehicles, radar systems, military communication, electronic components, and strategic planning. It also explores the intersection of strategic planning, foresight, and design in the context of air force modernization.
Mexican Socioeconomic and Environmental Dynamics Physical Sciences → Environmental Science → Management, Monitoring, Policy and Law	1	3	Environmental Science	Environmental Policy Water Management Sustainability Biodiversity Conservation Community Participation Climate Change Resource Governance Urban Development Cultural Heritage Public Health This cluster of papers covers a wide range of topics related to environmental policy and management in Mexico, including water management, sustainability, biodiversity conservation, community participation, climate change, resource governance, urban development, cultural heritage, and public health. The papers reflect a multidisciplinary approach to addressing environmental challenges and promoting sustainable development in the Mexican context.
Advanced Data Processing Techniques Physical Sciences → Engineering → Control and Systems Engineering	1	3	Engineering	Redundant Transmission Fuzzy Controller Real-Time Systems Cluster Architecture Fault Tolerance Simulation Modeling Network Traffic Analysis Cyber-Physical Systems Energy Efficiency Industrial Automation This cluster of papers focuses on the modeling and control of multidimensional systems, with an emphasis on redundant transmission, fuzzy controller adaptation, fault tolerance, real-time systems, and energy efficiency in various domains such as cyber-physical systems, network traffic analysis, and industrial automation.
demographic modeling and climate adaptation Social Sciences → Decision Sciences → Management Science and Operations Research	1	2	Decision Sciences	Spatial Microsimulation Small Area Estimation Policy Analysis Climate Change Health Inequalities Synthetic Data Generation Geographical Impact Dynamic Microsimulation Social Policy Evaluation Population Dynamics This cluster of papers focuses on the development and application of spatial microsimulation models for policy analysis, with a particular emphasis on small area estimation, climate change, health inequalities, synthetic data generation, and the geographical impact of policies. The papers also cover topics such as dynamic microsimulation, social policy evaluation, and population dynamics.

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