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Publications Citing GPW Data

List of peer-reviewed publications that cite using GPW data.
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A comprehensive evaluation of the use of Lagrangian particle dispersion models for inverse modeling of greenhouse gas emissions Population Density
A comprehensive study of the COVID-19 impact on PM2. 5 levels over the contiguous United States: A deep learning approach Population Density, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A catchment-scale model of river water quality by Machine Learning Population Density
A Bayesian Fuzzy Clustering Approach for Design of Precipitation Gauge Network Using Merged Remote Sensing and Groundbased Precipitation Products Population Density, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
A dataset of lake-catchment characteristics for the Tibetan Plateau Population Size, Land Use/Land Cover Classification, Vegetation Index, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Albedo, Reflectance
A geostatistical approach to compare metal accumulation pattern by lichens in plain and mountainous regions of northern and central India Population Density
A global dataset of annual urban extents (19922020) from harmonized nighttime lights Population Size
A global map of human pressures on tropical coral reefs Population Size
Irrigated cropland expansion exacerbates the urban moist heat stress in Population Density
Interpreting machine learning prediction of fire emissions and comparison with FireMIP process-based models Population Density, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Interannual trends of vegetation and responses to climate change and human activities in the Great Mekong Subregion Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Population Density, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Introducing Stories Into Downward Counterfactual Analysis: Examples From Population Size
Madagascar's extraordinary biodiversity: Threats and opportunities Population Density, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Madden-Julian Oscillation-induced extreme rainfalls constrained by Population Size
Mapping climate changes impact on cholera infection risk in Bangladesh Population Density
M2bench: A database benchmark for multi-model analytic workloads Population Estimates, Boundaries
Machine learning can guide food security efforts when primary data are not available Population Density
Modern Pyromes: Biogeographical Patterns of Fire Characteristics across Population Density
Modelling biodiversity responses to land use in areas of cocoa cultivation Population Density
National attribution of historical climate damages Population Size
Nature and happiness in an individualist and a collectivist culture Population Size, Population Estimates
More than a safety net: Ethiopia's flagship public works program increases tree cover Boundaries, Population Estimates, Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Multi-objective optimization for enhancing hospital network resilience under earthquakes Population Density
Mortality burden due to long-term exposure to ambient PM2. 5 above the new WHO air quality guideline based on 296 cities in China Population Density
Increasing taxonomic diversity and spatial resolution clarifies opportunities for protecting imperiled species in the US Population Size
Increasing atmospheric extreme events and role of disaster risk management: Dimensions and approaches Population Density, Emissions, Land Use/Land Cover, Sustainability
Increasing co-occurrence of fine particulate matter and ground-level ozone extremes in the western United States Population Size
Likelihood of Transformation to Green Infrastructure Using Ensemble Machine Learning Techniques in Jinan, China Total Surface Precipitation Rate, Population Estimates, Boundaries, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Surface Temperature, Emissivity
Linking human activity to spatial accumulation of microplastics along mangrove coasts Population Density
Late-stage deforestation enhances storm trends in coastal West Africa Boundaries, Population Estimates, Emissivity, Land Surface Temperature
Forecasting seismic risk within the context of the Sendai framework: An application to the Dominican Republic Boundaries, Population Estimates, Population Size
Fire regions as environmental niches: A new paradigm to define potential fire regimes in Africa and Australia Boundaries, Biomass, Forests, Grasslands, Alpine/Tundra
New seasonal pattern of pollution emerges from changing North American wildfires Population Size, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone
New Assessment of Wave Energy in Relation to Geomorphological and Demographic Characteristics on the Pacific Coast of Baja California, Mexico Population Density, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
New Deep Learning Model to Estimate Ozone Concentrations Found Worrying Exposure Level over Eastern China Population Size, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
ns-3-leo: Evaluation Tool for Satellite Swarm Communication Protocols Population Size
Ethnic Violence Across Space Boundaries, Population Estimates
European primary emissions of criteria pollutants and greenhouse gases in 2020 modulated by the COVID-19 pandemic disruptions Population Size
Drivers of human-megaherbivore interactions in the Eastern and Western Population Size
Effects of Artificial Water Withdrawal on the Terrestrial Water Cycle in Population Density
ENSO Teleconnections More Uncertain in Regions of Lower Socioeconomic Population Density
Evaluating the Spatial Variation of Heatwave Intensity to Enhance Urban Resilience Population Size
Evaluating tropical drought risk by combining open access gridded vulnerability and hazard data products Population Density
Evaluating spatial accessibility to healthcare services from the lens of emergency hospital visits based on floating car data Population Density
Evaluating ecosystem services for agricultural wetlands: a systematic review and meta-analysis MAMMALS, Population Density, AMPHIBIANS
Emissions of nitrogen dioxide in the northeast US during the 2020 COVID-19 lockdown Population Density
Empiric recommendations for population disaggregation under different data scenarios Population Size
Ecological and Anthropogenic Factors Influencing Presence of Tiger: A GIS-Based Study in Sikkim Population
Emission Sector Impacts on Air Quality and Public Health in China from 2010 2020 Population Size
Energy potentials and water requirements from perennial grasses on abandoned land in the former Soviet Union Boundaries, Population Distribution