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What datasets are available through GeoQuery?

GeoQuery lets you filter and aggregate data to provinces or districts without code or mapping software. You can find and integrate subnational data — satellite, conflict, aid, economic, health and more — from anywhere in the world into a single simple-to-use spreadsheet. For free.

Below is a list of datasets available on GeoQuery. Unless otherwise specified, datasets listed below are global datasets that can be filtered to specific boundaries within a country.

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ACLED Conflict Events (Africa) acled, conflict, africa, raster ACLED Number of conflict event counts per 0.1 decimal degree grid cell using ACLED (Armed Conflict Location & Event Data Project) v3. For subsets or other permutations of ACLED, please contact us at geo@aiddata.org.

ACLED Conflict Events (Africa)

Desciption

Number of conflict event counts per 0.1 decimal degree grid cell using ACLED (Armed Conflict Location & Event Data Project) v3. For subsets or other permutations of ACLED, please contact us at geo@aiddata.org.

Publisher

ACLED

Tags

acled, conflict, africa, raster

Accessibility to Cities (2015) accessibility, economics, raster, featured The Malaria Atlas Project Estimated travel time (in minutes) to cities for the year 2015.

Accessibility to Cities (2015)

Desciption

Estimated travel time (in minutes) to cities for the year 2015.

Publisher

The Malaria Atlas Project

Tags

accessibility, economics, raster, featured

Afghanistan Geocoded Aid Data v1.1.1 aiddata, geocoded, release, aid, economics, welfare Afghanistan AIMS Aid data from Afghanistan Recipient System, geocoded and published by AidData. Covers projects from 2001 to 2014. Version 1.1.1.

Afghanistan Geocoded Aid Data v1.1.1

Desciption

Aid data from Afghanistan Recipient System, geocoded and published by AidData. Covers projects from 2001 to 2014. Version 1.1.1.

Publisher

Afghanistan AIMS

Tags

aiddata, geocoded, release, aid, economics, welfare

Afrobarometer Round 6 Q52a - Trust President afrobarometer, survey, raster Afrobarometer Afrobarometer Round 6 - trust in the country's president. Responses include: 0=Not at all, 1=Just a little, 2=Somewhat, 3=A lot

Afrobarometer Round 6 Q52a - Trust President

Desciption

Afrobarometer Round 6 - trust in the country's president. Responses include: 0=Not at all, 1=Just a little, 2=Somewhat, 3=A lot

Publisher

Afrobarometer

Tags

afrobarometer, survey, raster

Air Temperature (Yearly Average) temperature, udel, climate, environment, raster University of Delaware Average air temperature per year. Created using UDel Air Temperature dataset (v4.01)

Air Temperature (Yearly Average)

Desciption

Average air temperature per year. Created using UDel Air Temperature dataset (v4.01)

Publisher

University of Delaware

Tags

temperature, udel, climate, environment, raster

Air Temperature (Yearly Average) temperature, udel, climate, environment, raster University of Delaware Average monthly air temperature per year. Created using UDel Air Temperature dataset (v5.01)

Air Temperature (Yearly Average)

Desciption

Average monthly air temperature per year. Created using UDel Air Temperature dataset (v5.01)

Publisher

University of Delaware

Tags

temperature, udel, climate, environment, raster

Burundi Geocoded Aid Data v1.0.0 aiddata, geocoded, release, aid, economics, welfare Burundi DAD Aid data from Burundi Recipient System, geocoded and published by AidData. Covers projects from 1988 to 2014. Version 1.0.0.

Burundi Geocoded Aid Data v1.0.0

Desciption

Aid data from Burundi Recipient System, geocoded and published by AidData. Covers projects from 1988 to 2014. Version 1.0.0.

Publisher

Burundi DAD

Tags

aiddata, geocoded, release, aid, economics, welfare

CO2 Concentration (yearly) environment, co2, raster, featured NASA Jet Propulsion Laboratory The average concentration of carbon dioxide in a column of dry air extending from Earth's surface to the top of the atmosphere.

CO2 Concentration (yearly)

Desciption

The average concentration of carbon dioxide in a column of dry air extending from Earth's surface to the top of the atmosphere.

Publisher

NASA Jet Propulsion Laboratory

Tags

environment, co2, raster, featured

Child Mortality in Africa africa, child, mortality, population, welfare, raster Stanford Data Portal Under-5 mortality (estimated deaths per 1,000 child-years) for the 1980s, 1990s, and 2000s. Based on geo-spatial interpolation methods using data from the Demographic and Health Survey across 28 Sub-Saharan countries.

Child Mortality in Africa

Desciption

Under-5 mortality (estimated deaths per 1,000 child-years) for the 1980s, 1990s, and 2000s. Based on geo-spatial interpolation methods using data from the Demographic and Health Survey across 28 Sub-Saharan countries.

Publisher

Stanford Data Portal

Tags

africa, child, mortality, population, welfare, raster

Chinese Official Finance v1.1.0 - All Flow Types aiddata, geocoded, release, aid, economics, welfare China geocoded dataset Includes the entire Geocoded Global Chinese Official Finance. No 'flow_class' filters are applied. In addition to projects classified as ODA-like and OOF-like, this package includes a subset of projects that are classed as 'Vague Official Finance', which are officially financed projects that contained insufficient information to be classified as ODA or OOF according to OECD criteria. Includes only projects with 'status' values of 'implementation' or 'completion.'

Chinese Official Finance v1.1.0 - All Flow Types

Desciption

Includes the entire Geocoded Global Chinese Official Finance. No 'flow_class' filters are applied. In addition to projects classified as ODA-like and OOF-like, this package includes a subset of projects that are classed as 'Vague Official Finance', which are officially financed projects that contained insufficient information to be classified as ODA or OOF according to OECD criteria. Includes only projects with 'status' values of 'implementation' or 'completion.'

Publisher

China geocoded dataset

Tags

aiddata, geocoded, release, aid, economics, welfare

Chinese Official Finance v1.1.1 - ODA-like Flow aiddata, geocoded, release, aid, economics, welfare China geocoded dataset Includes a subset of projects from AidData's Geocoded Global Chinese Official Finance dataset with 'flow_class' values of 'ODA-like'. These projects roughly correspond to the OECD's definition of Official Development Assistance (ODA) in that they were categorized development intent and they are highly concessional in nature (i.e. they have a grant element of at least 25%). Includes only projects with 'status' values of 'implementation' or 'completion.'

Chinese Official Finance v1.1.1 - ODA-like Flow

Desciption

Includes a subset of projects from AidData's Geocoded Global Chinese Official Finance dataset with 'flow_class' values of 'ODA-like'. These projects roughly correspond to the OECD's definition of Official Development Assistance (ODA) in that they were categorized development intent and they are highly concessional in nature (i.e. they have a grant element of at least 25%). Includes only projects with 'status' values of 'implementation' or 'completion.'

Publisher

China geocoded dataset

Tags

aiddata, geocoded, release, aid, economics, welfare

Chinese Official Finance v1.1.1 - OOF-like Flow aiddata, geocoded, release, aid, economics, welfare China geocoded dataset Includes a subset of projects from AidData's Geocoded Global Chinese Official Finance dataset with 'flow_class' values of 'OOF-like'. These projects roughly correspond to the OECD's definition of Other Official Flows (OOF) in that they lacked development intent and or they have an insufficiently high level level of concessionality (i.e. they did not have a grant element of at least 25%). Includes only projects with 'status' values of 'implementation' or 'completion.'

Chinese Official Finance v1.1.1 - OOF-like Flow

Desciption

Includes a subset of projects from AidData's Geocoded Global Chinese Official Finance dataset with 'flow_class' values of 'OOF-like'. These projects roughly correspond to the OECD's definition of Other Official Flows (OOF) in that they lacked development intent and or they have an insufficiently high level level of concessionality (i.e. they did not have a grant element of at least 25%). Includes only projects with 'status' values of 'implementation' or 'completion.'

Publisher

China geocoded dataset

Tags

aiddata, geocoded, release, aid, economics, welfare

Colombia Geocoded Aid Data v1.1.1 aiddata, geocoded, release, aid, economics, welfare Colombia AIMS Aid data from Colombia Recipient System, geocoded and published by AidData. Covers projects from 1994 to 2013. Version 1.1.1.

Colombia Geocoded Aid Data v1.1.1

Desciption

Aid data from Colombia Recipient System, geocoded and published by AidData. Covers projects from 1994 to 2013. Version 1.1.1.

Publisher

Colombia AIMS

Tags

aiddata, geocoded, release, aid, economics, welfare

DMSP-OLS Nighttime Lights nighttimelights, dmsp, economics, welfare, raster NOAA National Geophysical Data Center Version 4 DMSP-OLS Nighttime Lights composites. The lights from cities, towns, and other sites with persistent lighting, including gas flares. Ephemeral events, such as fires have been discarded. Calibrated across sensors and years using Elvidge 2014 coeficients.

DMSP-OLS Nighttime Lights

Desciption

Version 4 DMSP-OLS Nighttime Lights composites. The lights from cities, towns, and other sites with persistent lighting, including gas flares. Ephemeral events, such as fires have been discarded. Calibrated across sensors and years using Elvidge 2014 coeficients.

Publisher

NOAA National Geophysical Data Center

Tags

nighttimelights, dmsp, economics, welfare, raster

DRC Geocoded Aid Data v1.3.1 aiddata, geocoded, release, aid, economics, welfare DRC AMP Aid data from DRC Recipient System, geocoded and published by AidData. Covers projects from 1998 to 2014. Version 1.3.1.

DRC Geocoded Aid Data v1.3.1

Desciption

Aid data from DRC Recipient System, geocoded and published by AidData. Covers projects from 1998 to 2014. Version 1.3.1.

Publisher

DRC AMP

Tags

aiddata, geocoded, release, aid, economics, welfare

Diamond Deposits environment, resources, diamond, raster Peace Research Institute Oslo (PRIO) The diamonds dataset contains a list of all known diamond deposits throughout the world. Layer is a binary indicating areas with diamond deposits.

Diamond Deposits

Desciption

The diamonds dataset contains a list of all known diamond deposits throughout the world. Layer is a binary indicating areas with diamond deposits.

Publisher

Peace Research Institute Oslo (PRIO)

Tags

environment, resources, diamond, raster

Distance to Coast accessibility, other, raster GSHHG: A Global Self-consistent, Hierarchical, High-resolution Geography Database Distance to coast (on land only), measured in meters. Derived using World Vector Shorelines.

Distance to Coast

Desciption

Distance to coast (on land only), measured in meters. Derived using World Vector Shorelines.

Publisher

GSHHG: A Global Self-consistent, Hierarchical, High-resolution Geography Database

Tags

accessibility, other, raster

Distance to Country Borders (GADM 2.8) accessibility, other, raster Global Administrative Areas (GADM) Distance to country borders, measured in meters. Derived using GADM 2.8 ADM0 (Country) boundaries.

Distance to Country Borders (GADM 2.8)

Desciption

Distance to country borders, measured in meters. Derived using GADM 2.8 ADM0 (Country) boundaries.

Publisher

Global Administrative Areas (GADM)

Tags

accessibility, other, raster

Distance to Diamond Deposits environment, resources, diamond, raster Peace Research Institute Oslo (PRIO) Distance to known diamond deposits, measured in meters.

Distance to Diamond Deposits

Desciption

Distance to known diamond deposits, measured in meters.

Publisher

Peace Research Institute Oslo (PRIO)

Tags

environment, resources, diamond, raster

Distance to Drug Cultivation Sites environment, distance, resources, drug, coca bush, opium poppy, cannabis, raster DRUGDATA Distance to drug cultivation sites (any drug type). The drug cultivation dataset contains information on coca bush, opium poppy, and cannabis cultivation through the world.

Distance to Drug Cultivation Sites

Desciption

Distance to drug cultivation sites (any drug type). The drug cultivation dataset contains information on coca bush, opium poppy, and cannabis cultivation through the world.

Publisher

DRUGDATA

Tags

environment, distance, resources, drug, coca bush, opium poppy, cannabis, raster

Distance to Gemstone Deposits environment, resources, gemstone, raster GEMDATA Distance to gemstone deposits, measured in meters.

Distance to Gemstone Deposits

Desciption

Distance to gemstone deposits, measured in meters.

Publisher

GEMDATA

Tags

environment, resources, gemstone, raster

Distance to Lootable Gold Deposit environment, distance, resources, gold, conflict, raster GOLDATA Distance to nearest lootable or surface gold deposit. Derived from GOLDATA dataset which consists of 2969 entries for gold occurrences in 108 countries.

Distance to Lootable Gold Deposit

Desciption

Distance to nearest lootable or surface gold deposit. Derived from GOLDATA dataset which consists of 2969 entries for gold occurrences in 108 countries.

Publisher

GOLDATA

Tags

environment, distance, resources, gold, conflict, raster

Distance to On-shore Petroleum resources, environment, petroleum, raster Peace Research Institute Oslo (PRIO) Distance to on-shore petroleum, measured in meters. Derived from PRIO global on-shore petroleum dataset.

Distance to On-shore Petroleum

Desciption

Distance to on-shore petroleum, measured in meters. Derived from PRIO global on-shore petroleum dataset.

Publisher

Peace Research Institute Oslo (PRIO)

Tags

resources, environment, petroleum, raster

Distance to Roads accessibility, other, raster Center for International Earth Science Information Network - CIESIN Distance to roads, measured in meters, based on the Global Roads Open Access Dataset (gRoads) version 1.0. The data set combines the best available roads data by country into a global roads coverage. Because the data are compiled from multiple sources, the date range for road network representations ranges from the 1980s to 2010 depending on the country (most countries have no confirmed date), and spatial accuracy varies.

Distance to Roads

Desciption

Distance to roads, measured in meters, based on the Global Roads Open Access Dataset (gRoads) version 1.0. The data set combines the best available roads data by country into a global roads coverage. Because the data are compiled from multiple sources, the date range for road network representations ranges from the 1980s to 2010 depending on the country (most countries have no confirmed date), and spatial accuracy varies.

Publisher

Center for International Earth Science Information Network - CIESIN

Tags

accessibility, other, raster

Distance to Water accessibility, other, raster GSHHG: A Global Self-consistent, Hierarchical, High-resolution Geography Database Distance to water, measured in meters. Derived using World Vector Shorelines combined with rivers and lakes from World Data Bank 2 (via Natural Earth).

Distance to Water

Desciption

Distance to water, measured in meters. Derived using World Vector Shorelines combined with rivers and lakes from World Data Bank 2 (via Natural Earth).

Publisher

GSHHG: A Global Self-consistent, Hierarchical, High-resolution Geography Database

Tags

accessibility, other, raster

Drug Cultivation Sites environment, resources, drug, raster DRUGDATA The drug cultivation dataset contains information on coca bush, opium poppy, and cannabis cultivation through the world.

Drug Cultivation Sites

Desciption

The drug cultivation dataset contains information on coca bush, opium poppy, and cannabis cultivation through the world.

Publisher

DRUGDATA

Tags

environment, resources, drug, raster

ESA Land Cover (version 2.0.7) esa, landcover, environment, raster, featured European Space Agency ESA land cover class data product. Categories used are cropland (rainfed, irrigated, mosaic), forest, grassland, shrubland, sparse vegetation, wetland, urband, bare areas, water bodies, and snow ice.

ESA Land Cover (version 2.0.7)

Desciption

ESA land cover class data product. Categories used are cropland (rainfed, irrigated, mosaic), forest, grassland, shrubland, sparse vegetation, wetland, urband, bare areas, water bodies, and snow ice.

Publisher

European Space Agency

Tags

esa, landcover, environment, raster, featured

Gemstone Deposits environment, geomstone, resources, raster GEMDATA The gemstone dataset contains information on gemstone deposits throughout the world. Layer is a binary indicating areas with gemstone deposits.

Gemstone Deposits

Desciption

The gemstone dataset contains information on gemstone deposits throughout the world. Layer is a binary indicating areas with gemstone deposits.

Publisher

GEMDATA

Tags

environment, geomstone, resources, raster

Global Environment Facility Sectors Geocoded Aid Data v1.1.0 aiddata, geocoded, release, aid, economics, welfare Global Environment Facility Aid data from Global Environment Facility Sectors , geocoded and published by AidData. Covers projects from 1994 to 2014. Version 1.1.0.

Global Environment Facility Sectors Geocoded Aid Data v1.1.0

Desciption

Aid data from Global Environment Facility Sectors , geocoded and published by AidData. Covers projects from 1994 to 2014. Version 1.1.0.

Publisher

Global Environment Facility

Tags

aiddata, geocoded, release, aid, economics, welfare

Gold Deposits environment, resources, gold, conflict, raster GOLDATA Categorical layer where cells are defined as lootable, surface, or non-lootable gold deposits (or mix). Derived from GOLDATA dataset which consists of 2969 entries for gold occurrences in 108 countries.

Gold Deposits

Desciption

Categorical layer where cells are defined as lootable, surface, or non-lootable gold deposits (or mix). Derived from GOLDATA dataset which consists of 2969 entries for gold occurrences in 108 countries.

Publisher

GOLDATA

Tags

environment, resources, gold, conflict, raster

Gross Domestic Product gdp, economics, welfare, raster Cooperative Institute for Research in Environmental Sciences, University of Colorado Map of total economic activity, including both formal and informal economic activity for ~2006; created from nighttime lights and LandScan population grid.

Gross Domestic Product

Desciption

Map of total economic activity, including both formal and informal economic activity for ~2006; created from nighttime lights and LandScan population grid.

Publisher

Cooperative Institute for Research in Environmental Sciences, University of Colorado

Tags

gdp, economics, welfare, raster

Ground Slope nasa, srtm, dem, slope, cgiar, csi, environment, raster CGIAR-CSI Global slope (in degrees) derived from Shuttle Radar Topography Mission (SRTM) dataset (v4.1) at 500m resolution.

Ground Slope

Desciption

Global slope (in degrees) derived from Shuttle Radar Topography Mission (SRTM) dataset (v4.1) at 500m resolution.

Publisher

CGIAR-CSI

Tags

nasa, srtm, dem, slope, cgiar, csi, environment, raster

Honduras Geocoded Aid Data v1.3.1 aiddata, geocoded, release, aid, economics, welfare Honduras AMP Aid data from Honduras Recipient System, geocoded and published by AidData. Covers projects from 1995 to 2014. Version 1.3.1.

Honduras Geocoded Aid Data v1.3.1

Desciption

Aid data from Honduras Recipient System, geocoded and published by AidData. Covers projects from 1995 to 2014. Version 1.3.1.

Publisher

Honduras AMP

Tags

aiddata, geocoded, release, aid, economics, welfare

Iraq Geocoded Aid Data v1.3.1 aiddata, geocoded, release, aid, economics, welfare Iraq DAD Aid data from Iraq Recipient System, geocoded and published by AidData. Covers projects from 2002 to 2014. Version 1.3.1.

Iraq Geocoded Aid Data v1.3.1

Desciption

Aid data from Iraq Recipient System, geocoded and published by AidData. Covers projects from 2002 to 2014. Version 1.3.1.

Publisher

Iraq DAD

Tags

aiddata, geocoded, release, aid, economics, welfare

MODIS Land Cover (GLCF, Version 5.1) glcf, modis, land cover, environment, raster Global Land Cover Facility Standard MODIS land cover type data product (MCD12Q1) in the IGBP Land Cover Type Classification.

MODIS Land Cover (GLCF, Version 5.1)

Desciption

Standard MODIS land cover type data product (MCD12Q1) in the IGBP Land Cover Type Classification.

Publisher

Global Land Cover Facility

Tags

glcf, modis, land cover, environment, raster

Nepal Geocoded Aid Data v1.4.1 aiddata, geocoded, release, aid, economics, welfare Nepal AMP Aid data from Nepal Recipient System, geocoded and published by AidData. Covers projects from 1997 to 2014. Version 1.4.1.

Nepal Geocoded Aid Data v1.4.1

Desciption

Aid data from Nepal Recipient System, geocoded and published by AidData. Covers projects from 1997 to 2014. Version 1.4.1.

Publisher

Nepal AMP

Tags

aiddata, geocoded, release, aid, economics, welfare

Normalized Difference Vegetation Index - NDVI (LTDR v4 - AVHRR) nasa, ltdr, ndvi, avhrr, vegetation, environment, raster NASA/Goddard Space Flight Center Yearly value for Normalized Difference Vegetation Index (NDVI). Created using the NASA Long Term Data Record (v4) AVHRR data.

Normalized Difference Vegetation Index - NDVI (LTDR v4 - AVHRR)

Desciption

Yearly value for Normalized Difference Vegetation Index (NDVI). Created using the NASA Long Term Data Record (v4) AVHRR data.

Publisher

NASA/Goddard Space Flight Center

Tags

nasa, ltdr, ndvi, avhrr, vegetation, environment, raster

Normalized Difference Vegetation Index - NDVI (LTDR v5 - AVHRR) nasa, ltdr, ndvi, avhrr, vegetation, environment, raster, featured NASA/Goddard Space Flight Center Yearly value for Normalized Difference Vegetation Index (NDVI). Created using the NASA Long Term Data Record (v5) AVHRR data.

Normalized Difference Vegetation Index - NDVI (LTDR v5 - AVHRR)

Desciption

Yearly value for Normalized Difference Vegetation Index (NDVI). Created using the NASA Long Term Data Record (v5) AVHRR data.

Publisher

NASA/Goddard Space Flight Center

Tags

nasa, ltdr, ndvi, avhrr, vegetation, environment, raster, featured

On-Shore Petroleum resources, environment, petroleum, raster Peace Research Institute Oslo (PRIO) The petroleum dataset contains information on all known on-shore oil and gas deposits throughout the world. Data is binary indicating locations with deposits

On-Shore Petroleum

Desciption

The petroleum dataset contains information on all known on-shore oil and gas deposits throughout the world. Data is binary indicating locations with deposits

Publisher

Peace Research Institute Oslo (PRIO)

Tags

resources, environment, petroleum, raster

Ozone Concentration pollution, air, environment, disease, ozone, raster Ambient air pollution exposure estimation for the Global Burden of Disease 2013 Ozone concentration (ug/m3) from TM5 FASST simulation. Since the ozone (summer) season varies throughout the globe, it was calculated using a running 3-month average (of daily 1 hour max values) for each grid cell over a full year and the maximum of these values was selected.

Ozone Concentration

Desciption

Ozone concentration (ug/m3) from TM5 FASST simulation. Since the ozone (summer) season varies throughout the globe, it was calculated using a running 3-month average (of daily 1 hour max values) for each grid cell over a full year and the maximum of these values was selected.

Publisher

Ambient air pollution exposure estimation for the Global Burden of Disease 2013

Tags

pollution, air, environment, disease, ozone, raster

Particulate Matter (PM2.5) Concentration pollution, air, environment, disease, particulate, raster Ambient air pollution exposure estimation for the Global Burden of Disease 2013 Particulate matter (PM2.5) estimate, based on prediction model using combination of satellite-based estimate and TM5-FASST simulation.

Particulate Matter (PM2.5) Concentration

Desciption

Particulate matter (PM2.5) estimate, based on prediction model using combination of satellite-based estimate and TM5-FASST simulation.

Publisher

Ambient air pollution exposure estimation for the Global Burden of Disease 2013

Tags

pollution, air, environment, disease, particulate, raster

Photovoltaic power potential resources, environment, energy, solar, raster Global Solar Atlas Longterm yearly average of daily totals of potential photovoltaic electricity production (kWh/kWp).

Photovoltaic power potential

Desciption

Longterm yearly average of daily totals of potential photovoltaic electricity production (kWh/kWp).

Publisher

Global Solar Atlas

Tags

resources, environment, energy, solar, raster

Physical Elevation nasa, srtm, dem, elevation, cgiar, csi, environment, raster CGIAR-CSI Global elevation (in meters) from Shuttle Radar Topography Mission (SRTM) dataset (v4.1) at 500m resolution.

Physical Elevation

Desciption

Global elevation (in meters) from Shuttle Radar Topography Mission (SRTM) dataset (v4.1) at 500m resolution.

Publisher

CGIAR-CSI

Tags

nasa, srtm, dem, elevation, cgiar, csi, environment, raster

Population (GPW V3, UN Adjusted) population, count, ciesin, economics, conflict, raster CIESIN Population count (UN Adjusted values) from the Gridded Population of the World v3. GPWv3 depicts the distribution of human population across the globe. Source data provided in 2.5 arc-minute grid cells.

Population (GPW V3, UN Adjusted)

Desciption

Population count (UN Adjusted values) from the Gridded Population of the World v3. GPWv3 depicts the distribution of human population across the globe. Source data provided in 2.5 arc-minute grid cells.

Publisher

CIESIN

Tags

population, count, ciesin, economics, conflict, raster

Population (GPW V4, UN Adjusted) population, count, ciesin, economics, conflict, raster CIESIN Population count (UN Adjusted values) from Gridded Population of the World v4. GPWv4 depicts the distribution of human population across the globe. Source data provided in 30 arc-second (~1 km) grid cells.

Population (GPW V4, UN Adjusted)

Desciption

Population count (UN Adjusted values) from Gridded Population of the World v4. GPWv4 depicts the distribution of human population across the globe. Source data provided in 30 arc-second (~1 km) grid cells.

Publisher

CIESIN

Tags

population, count, ciesin, economics, conflict, raster

Population Density (GPW V3, UN Adjusted) population, density, ciesin, economics, conflict, raster CIESIN Population density (UN Adjusted values) from Gridded Population of the World v3. GPWv3 depicts the density of human population across the globe. Source data provided in 2.5 arc-minute grid cells.

Population Density (GPW V3, UN Adjusted)

Desciption

Population density (UN Adjusted values) from Gridded Population of the World v3. GPWv3 depicts the density of human population across the globe. Source data provided in 2.5 arc-minute grid cells.

Publisher

CIESIN

Tags

population, density, ciesin, economics, conflict, raster

Population Density (GPW V4, UN Adjusted) population, density, ciesin, economics, conflict, raster CIESIN Population density (UN Adjusted values) from Gridded Population of the World v4. GPWv4 depicts the density of human population across the globe. Source data provided in 30 arc-second (~1 km) grid cells.

Population Density (GPW V4, UN Adjusted)

Desciption

Population density (UN Adjusted values) from Gridded Population of the World v4. GPWv4 depicts the density of human population across the globe. Source data provided in 30 arc-second (~1 km) grid cells.

Publisher

CIESIN

Tags

population, density, ciesin, economics, conflict, raster

Precipitation (Yearly Average) precipitation, udel, climate, environment, raster University of Delaware Average precipitation per year. Created using UDel Precipitation dataset (v4.01)

Precipitation (Yearly Average)

Desciption

Average precipitation per year. Created using UDel Precipitation dataset (v4.01)

Publisher

University of Delaware

Tags

precipitation, udel, climate, environment, raster

Precipitation (Yearly Average) precipitation, udel, climate, environment, raster University of Delaware Average monthly precipitation per year. Created using UDel Precipitation dataset (v5.01)

Precipitation (Yearly Average)

Desciption

Average monthly precipitation per year. Created using UDel Precipitation dataset (v5.01)

Publisher

University of Delaware

Tags

precipitation, udel, climate, environment, raster

Precipitation (Yearly Total) precipitation, udel, climate, environment, raster University of Delaware Total precipitation per year. Created using UDel Precipitation dataset (v5.01)

Precipitation (Yearly Total)

Desciption

Total precipitation per year. Created using UDel Precipitation dataset (v5.01)

Publisher

University of Delaware

Tags

precipitation, udel, climate, environment, raster

Protected Areas (IUCN Categories) protected, conservation, environment, iucn, raster IUCN and UNEP-WCMC The World Database on Protected Areas (WDPA) is the most comprehensive global database of marine and terrestrial protected areas. Dataset downloaded April 2017. This is a categorical raster indicating the IUCN category (or relevant information when no category exists) of the protected area covering each pixel.

Protected Areas (IUCN Categories)

Desciption

The World Database on Protected Areas (WDPA) is the most comprehensive global database of marine and terrestrial protected areas. Dataset downloaded April 2017. This is a categorical raster indicating the IUCN category (or relevant information when no category exists) of the protected area covering each pixel.

Publisher

IUCN and UNEP-WCMC

Tags

protected, conservation, environment, iucn, raster

Senegal Geocoded Aid Data v1.5.1 aiddata, geocoded, release, aid, economics, welfare Senegal AMP Aid data from Senegal Recipient System, geocoded and published by AidData. Covers projects from 2000 to 2012. Version 1.5.1.

Senegal Geocoded Aid Data v1.5.1

Desciption

Aid data from Senegal Recipient System, geocoded and published by AidData. Covers projects from 2000 to 2012. Version 1.5.1.

Publisher

Senegal AMP

Tags

aiddata, geocoded, release, aid, economics, welfare

Sierra Leone Geocoded Aid Data v1.0.0 aiddata, geocoded, release, aid, economics, welfare Sierra Leone DAD Aid data from Sierra Leone Recipient System, geocoded and published by AidData. Covers projects from 1992 to 2014. Version 1.0.0.

Sierra Leone Geocoded Aid Data v1.0.0

Desciption

Aid data from Sierra Leone Recipient System, geocoded and published by AidData. Covers projects from 1992 to 2014. Version 1.0.0.

Publisher

Sierra Leone DAD

Tags

aiddata, geocoded, release, aid, economics, welfare

Timor Leste Geocoded Aid Data v1.4.1 aiddata, geocoded, release, aid, economics, welfare Timor-Leste AMP Aid data from Timor Leste Recipient System, geocoded and published by AidData. Covers projects from 1998 to 2015. Version 1.4.1.

Timor Leste Geocoded Aid Data v1.4.1

Desciption

Aid data from Timor Leste Recipient System, geocoded and published by AidData. Covers projects from 1998 to 2015. Version 1.4.1.

Publisher

Timor-Leste AMP

Tags

aiddata, geocoded, release, aid, economics, welfare

Travel time to major cities jrc, accessibility, economics, raster Global Environment Monitoring Unit - Joint Research Centre of the European Commission Estimated travel time (in minutes) to the nearest city of 50,000 or more people in year 2000.

Travel time to major cities

Desciption

Estimated travel time (in minutes) to the nearest city of 50,000 or more people in year 2000.

Publisher

Global Environment Monitoring Unit - Joint Research Centre of the European Commission

Tags

jrc, accessibility, economics, raster

Tree canopy cover for year 2000 (GFC 2018, v1.6) enivronment, forest, tree, cover, forestcover, treecover, hansen, raster Hansen/UMD/Google/USGS/NASA Tree cover in the year 2000, defined as canopy closure for all vegetation taller than 5m in height. In the range 0-100.

Tree canopy cover for year 2000 (GFC 2018, v1.6)

Desciption

Tree cover in the year 2000, defined as canopy closure for all vegetation taller than 5m in height. In the range 0-100.

Publisher

Hansen/UMD/Google/USGS/NASA

Tags

enivronment, forest, tree, cover, forestcover, treecover, hansen, raster

UCDP Conflict Deaths ucdp, conflict, deaths, raster UCDP Number of total fatalities per 0.01 decimal degree grid cell resulting from conflict event using UCDP Georeferenced Event Dataset (GED) global version 17.1.

UCDP Conflict Deaths

Desciption

Number of total fatalities per 0.01 decimal degree grid cell resulting from conflict event using UCDP Georeferenced Event Dataset (GED) global version 17.1.

Publisher

UCDP

Tags

ucdp, conflict, deaths, raster

Uganda Budget Health Geocoded Aid Data v1.0.0 aiddata, geocoded, release, aid, economics, welfare Uganda Budget Health geocoded dataset Aid data from Uganda Budget Health , geocoded and published by AidData. Covers projects from 2014 to 2014. Version 1.0.0.

Uganda Budget Health Geocoded Aid Data v1.0.0

Desciption

Aid data from Uganda Budget Health , geocoded and published by AidData. Covers projects from 2014 to 2014. Version 1.0.0.

Publisher

Uganda Budget Health geocoded dataset

Tags

aiddata, geocoded, release, aid, economics, welfare

Uganda Geocoded Aid Data v1.4.1 aiddata, geocoded, release, aid, economics, welfare Uganda AMP Aid data from Uganda Recipient System, geocoded and published by AidData. Covers projects from 1978 to 2014. Version 1.4.1.

Uganda Geocoded Aid Data v1.4.1

Desciption

Aid data from Uganda Recipient System, geocoded and published by AidData. Covers projects from 1978 to 2014. Version 1.4.1.

Publisher

Uganda AMP

Tags

aiddata, geocoded, release, aid, economics, welfare

VIIRS Nighttime Lights nighttimelights, viirs, economics, welfare, raster, featured VIIRS Day/Night Band Nighttime Lights Yearly VIIRS day night band nighttime lights data (without stray light correction).

VIIRS Nighttime Lights

Desciption

Yearly VIIRS day night band nighttime lights data (without stray light correction).

Publisher

VIIRS Day/Night Band Nighttime Lights

Tags

nighttimelights, viirs, economics, welfare, raster, featured

Wind Power Density Potential resources, environment, energy, wind, raster Global Wind Atlas Wind power density potential at 50m

Wind Power Density Potential

Desciption

Wind power density potential at 50m

Publisher

Global Wind Atlas

Tags

resources, environment, energy, wind, raster

Wind Speed Potential resources, environment, energy, wind, raster Global Wind Atlas Wind speed potential at 50m

Wind Speed Potential

Desciption

Wind speed potential at 50m

Publisher

Global Wind Atlas

Tags

resources, environment, energy, wind, raster

World Bank Geocoded Aid Data v1.4.2 aiddata, geocoded, release, aid, economics, welfare World Bank Aid data from World Bank Donor System, geocoded and published by AidData. Covers projects from 1995 to 2014. Version 1.4.2.

World Bank Geocoded Aid Data v1.4.2

Desciption

Aid data from World Bank Donor System, geocoded and published by AidData. Covers projects from 1995 to 2014. Version 1.4.2.

Publisher

World Bank

Tags

aiddata, geocoded, release, aid, economics, welfare

Year of gross forest cover loss event (GFC 2018 v1.6) enivronment, forest, loss, hansen, raster Hansen/UMD/Google/USGS/NASA Forest loss during the period 2000-2018, defined as a stand-replacement disturbance, or a change from a forest to non-forest state.

Year of gross forest cover loss event (GFC 2018 v1.6)

Desciption

Forest loss during the period 2000-2018, defined as a stand-replacement disturbance, or a change from a forest to non-forest state.

Publisher

Hansen/UMD/Google/USGS/NASA

Tags

enivronment, forest, loss, hansen, raster

Yearly Daytime Land surface temperature - MODIS nasa, earthdata, modis, lst, land surface temperature, environment, yearly, raster, featured Land Processes Distributed Active Archive Center Yearly daytime land surface temperature. Created by aggregating (mean) MOD11C3 v6 Monthly CMG LST

Yearly Daytime Land surface temperature - MODIS

Desciption

Yearly daytime land surface temperature. Created by aggregating (mean) MOD11C3 v6 Monthly CMG LST

Publisher

Land Processes Distributed Active Archive Center

Tags

nasa, earthdata, modis, lst, land surface temperature, environment, yearly, raster, featured

Yearly Mean Temperature - CRU TS cru, temperature, environment, yearly, raster Climate Research Unit Yearly temperature from Climate Research Unit (CRU)

Yearly Mean Temperature - CRU TS

Desciption

Yearly temperature from Climate Research Unit (CRU)

Publisher

Climate Research Unit

Tags

cru, temperature, environment, yearly, raster

Yearly Precipication - CRU TS cru, precipitation, environment, yearly, raster, featured Climate Research Unit Yearly precipitation from Climate Research Unit (CRU)

Yearly Precipication - CRU TS

Desciption

Yearly precipitation from Climate Research Unit (CRU)

Publisher

Climate Research Unit

Tags

cru, precipitation, environment, yearly, raster, featured

GeoBoundaries

GeoBoundaries is a spatial database that records the geographic boundaries of administrative zones across the globe.

GeoQuery aggregates measurements in spatially-referenced datasets to geographic boundaries such as GADM's administrative districts or AidData's GeoBoundaries.

Learn more about GeoBoundaries