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Global (GL) Annual PM2.5 Grids from MODIS, MISR, SeaWiFS and VIIRS Aerosol Optical Depth (AOD), v5.04 (1998 – 2022)

Satellite-Derived Environmental Indicators

To provide annual global surface concentrations (micrograms per cubic meter) of all composition ground-level fine particulate matter less than or equal to 2.5 microns in diameter (PM2.5) for large-scale health and environmental research.

U.S. Social Vulnerability Index Grids, v1.01 (2000, 2010, 2014, 2016, 2018, 2020)

U.S. Census Grids

To provide a 1 km grid of the CDC Social Vulnerability Index (SVI) aligned with CIESIN's Gridded Population of the World, Version 4, Revision 11 (GPWv4.11) with a mask for water and no population.

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.

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.

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.

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 Development Potential Indices, v1 (2016)

Land Use and Land Cover

To provide spatially-explicit data that relatively rank global land suitability referred to as Development Potential Indices (DPIs) for 13 sectors related to renewable energy, fossil fuels, mining and agriculture as an aid to conservation priority setting.

Food Insecurity Hotspots Data Set, v1 (2009 – 2019)

Food Security

To provide gridded data that identify the level of intensity and frequency of food insecurity over the 10 years between 2009 and 2019, as well as hotspot areas that have experienced consecutive food insecurity events, based on FEWS NET Food Security Data.

Environmental Performance Index, 2020 Release (1950 – 2020)

Environmental Performance Index (EPI)

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

Development Threat Index, v1 (2015)

Land Use and Land Cover (LULC)

To provide a future development threat map based on combining these resources: agricultural expansion, urban expansion, conventional oil and gas, unconventional oil and gas, coal, mining, biofuels, solar, and wind.

Global Fire Emissions Indicators, Grids, v1 (1997 – 2015)

Satellite-Derived Environmental Indicators

To provide data that can be used to calculate trace gas and aerosol emissions, due to fires; monitor and assess national efforts to manage emissions.

Environmental Performance Index, 2018 Release (1950 – 2018)

Environmental Performance Index (EPI)

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

Global 3-Year Running Mean Ground-Level NO2 Grids from GOME, SCIAMACHY and GOME-2, v1 (1996 – 2012)

Satellite-Derived Environmental Indicators

To provide a continuous surface of NO2 concentrations for health and environmental research.

Global Urban Heat Island (UHI) Data Set, v1 (2013)

Satellite-Derived Environmental Indicators

To provide a global data set of average summer daytime maximum/nighttime minimum land surface temperatures (LSTs) for urban extents, as well as the LST difference between the urban area and the buffer.

Global Summer Land Surface Temperature (LST) Grids, v1 (2013)

Satellite-Derived Environmental Indicators

To provide raster representations of global summer daytime maximum and nighttime minimum surface temperature for studies related to human health and climate change.

Environmental Performance Index, 2016 Release (1950 – 2016)

Environmental Performance Index (EPI)

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

ATSDR Hazardous Waste Site Polygon Data with CIESIN Modifications, v2 (2010)

Superfund Site Footprints

To provide an easily accessible, corrected data set of polygons for hazardous waste sites in the United States which can be used to identify nearby populations and assess their potential risk.

Environmental Performance Index, 2014 Release (2002 – 2014)

Environmental Performance Index (EPI)

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

U.S. EPA National Priorities List Sites with CIESIN Modifications, v2 (2014)

Superfund Site Footprints

To provide an easily accessible, corrected EPA data set of the geo-referenced locations displayed as points for all the National Priorities List (NPL) Superfund sites in the United States, Puerto Rico, and other territories.

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