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U.S. Climate Risk Projections by County, v1 (2040 – 2049)

Climate Risk and Vulnerability

To provide a U.S. county-level multi-hazard climate risk projection for 2040-2049 for climate, socioeconomic, environmental, and other related research.

SDG Indicator 7.1.1: Access to Electricity, 2023 Release (2020 – 2022)

Sustainable Development Goal Indicators (SDGI)

To provide national and subnational estimates of SDG indicator 7.1.1, the proportion of the population with access to electricity, produced using global open data.

SDG Indicator 11.2.1: Urban Access to Public Transport, 2023 Release (2015 – 2022)

Sustainable Development Goal Indicators (SDGI)

To provide urban center level estimates of the proportion of population that has convenient access to public transportation.

SDG Indicator 9.1.1: The Rural Access Index (RAI), 2023 Release (2015 – 2022)

Sustainable Development Goal Indicators (SDGI)

To provide national and subnational estimates of SDG indicator 9.1.1, which measures the proportion of the rural population who live within 2 kilometers of an all-season road.

SDG Indicator 11.7.1: Urban Public Space, Availability and Access, 2023 Release (2015 – 2022)

Sustainable Development Goal Indicators (SDGI)

To provide urban center level estimates of the average share of the built-up area of cities that is open space for public use for all.

Global (GL) Annual PM2.5 Grids from MODIS, MISR and SeaWiFS Aerosol Optical Depth (AOD), v4.03 (1998 – 2019)

Satellite-Derived Environmental Indicators

To provide an annual global surface of concentrations (micrograms per cubic meter) of all composition ground-level fine particulate matter of 2.5 micrometers or smaller (PM2.5) for large-scale health and environmental research.

Water Security (WSIM-GLDAS) Monthly Grids, v1 (1948 – 2014)

Water Resources

To provide data characterizing 67 years (1948-2014) of anomalous freshwater surpluses, deficits, and the parameters determining them, across the global terrestrial surface.

Population, Landscape, And Climate Estimates (PLACE), v4 (2000, 2005, 2010, 2015, 2020)

National Aggregates of Geospatial Data Collection (NAGDC)

To provide tabular data to researchers without GIS capabilities who need data on population and land area by country across a range of physical characteristics. These include measures such as the number of persons living within coastal zones, the total area within a specific elevation strata, or the number of persons living within different climate zones.

Global Gridded Relative Deprivation Index (GRDI), v1 (2010 – 2020)

Poverty Mapping

To provide a global gridded relative deprivation index characterizing the levels of multidimensional deprivation in each pixel at ~1 km resolution.

Environmental Performance Index, 2022 Release (1950 – 2022)

Environmental Performance Index (EPI)

To provide quantitative metrics for evaluating a country's environmental performance in different policy categories relative to clearly defined targets.

Groundswell Spatial Population and Migration Projections at One-Eighth Degree According to SSPs and RCPs, v1 (2010 – 2050)

Climate Migration

To provide a data set that allows users to understand how slow-onset climate change impacts on water availability and crop productivity, coupled with sea-level rise and storm surge, may affect the future population distribution and climate-related internal migration in low to middle income countries.

Geocoded Disasters (GDIS) Dataset, v1 (1960 – 2018)

Natural Disasters

To provide the subnational location for different types of natural disasters recorded in EM-DAT between 1960-2018.

Population (POP), Built-Up Estimates (BUILT), and Degree of Urbanization Settlement Model Grid (SMOD), v1 (1975, 1990, 2000, 2014, 2015)

Global Human Settlement Layer (GHSL)

To provide global data on human population, built up area, and degree of urbanization for the years 1975, 1990, 2000, and 2014/2015 in the World Geodetic System 1984 (WGS84) geographic coordinate system.

Global One-Eighth Degree Urban Land Extent Projection and Base Year Grids by SSP Scenarios, v1 (2000 – 2100)

Shared Socioeconomic Pathways (SSPs)

To provide global SSP-consistent spatial urban land projections and base year grids based on the Shared Socioeconomic Pathways (SSPs) data at a resolution of one-eighth degree (7.5 arc-minutes) for climate, socioeconomic, environmental, and other related research.

Global Subnational Infant Mortality Rates, v2.01 (2015)

Poverty Mapping

To provide a global subnational map of infant mortality rate estimates for the year 2015, to be used by a wide user community in interdisciplinary studies of health, poverty, and the environment.

Urban-Rural Population and Land Area Estimates, v3 (1990, 2000, 2015)

Low Elevation Coastal Zone (LECZ)

To provide estimates of urban and rural populations and land areas for the years 1990, 2000, 2015 for 234 countries and statistical areas with contiguous coastal elevations of less than or equal to 5m above sea level, 5-10m above sea level, and national totals using multiple updated data sources for comparative analysis.

Global Pesticide Grids (PEST-CHEMGRIDS), v1.01 (2015, 2020, 2025)

Global Agricultural Inputs, v1

To provide a global gridded data set of commonly-used agricultural pesticides crucial to assess human and ecosystem exposure to potential toxicants for environmental modeling, assessment of agricultural chemical contamination and risk analysis, and other related research at global, regional, national, and local levels.

Global 1-km Downscaled Population Base Year and Projection Grids Based on the SSPs, v1.01 (2000 – 2100)

Population Dynamics

To provide global urban, rural, and total population base year and projection grids based on the Shared Socioeconomic Pathways (SSPs) data at a resolution of 1-km (about 30 arc-seconds) for climate, socioeconomic, environmental, and other related research.

VIIRS Plus DMSP Change in Lights (VIIRS+DMSP dLIGHT), v1 (1992, 2002, 2013)

Satellite-Derived Environmental Indicators

To visualize changes in brightness and extent of global nighttime lights networks over two decades with improved radiometric accuracy and finer spatial resolution.

Global One-Eighth Degree Population Base Year and Projection Grids Based on the SSPs, v1.01 (2000 – 2100)

Population Dynamics

To provide global urban, rural, and total population base year and projection grids based on the Shared Socioeconomic Pathways (SSPs) data at a resolution of one-eighth degree (7.5 arc-minutes) for climate, socioeconomic, environmental, and other related research.

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