- |---| | [### GPW Annual livestock headcount FAOSTAT-adjusted v1 ![](https://developers.google.com/earth-engine/datasets/images/global-pasture-watch/projects_global-pasture-watch_assets_gld-1km_v1_livestock-headcount-faostat_m_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_global-pasture-watch_assets_gld-1km_v1_livestock-headcount-faostat_m) | | This dataset provides global livestock headcount from 2000 to 2022 at 1-km spatial resolution. Produced by the Land \& Carbon Lab's Global Pasture Watch initiative, the current dataset provides global headcount predictions adjusted to FAOSTAT national statistics. The dataset is based on the largest known ... | | [agriculture](https://developers.google.com/earth-engine/datasets/tags/agriculture) [global](https://developers.google.com/earth-engine/datasets/tags/global) [global-pasture-watch](https://developers.google.com/earth-engine/datasets/tags/global-pasture-watch) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [land](https://developers.google.com/earth-engine/datasets/tags/land) [landuse](https://developers.google.com/earth-engine/datasets/tags/landuse) | - |---| | [### GPWv411: Adjusted to Match 2015 Revision of UN WPP Country Totals (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_UNWPP-Adjusted_Population_Count_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_UNWPP-Adjusted_Population_Count) | | This dataset contains estimates of the number of persons per 30 arc-second grid cell, consistent with national censuses and population registers with respect to relative spatial distribution but adjusted to match the 2015 Revision of UN World Population Prospects country totals. There is one image ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) | - |---| | [### GPWv411: Basic Demographic Characteristics (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_Basic_Demographic_Characteristics_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_Basic_Demographic_Characteristics) | | This dataset contains population estimates, by age and sex, per 30 arc-second grid cell consistent with national censuses and population registers. There is one image for each modeled age and sex category based on the 2010 round of Census. General Documentation The Gridded Population of ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) | - |---| | [### GPWv411: Data Context (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_Data_Context_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_Data_Context) | | This dataset categorizes pixels with estimated zero population based on information provided in the census documents. General Documentation The Gridded Population of World Version 4 (GPWv4), Revision 11 models the distribution of global human population for the years 2000, 2005, 2010, 2015, and 2020 on ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) | - |---| | [### GPWv411: Land Area (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_Land_Area_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_Land_Area) | | This dataset contains the estimate of the surface area of land in square kilometers per pixel, excluding permanent ice and water, within each pixel, and was used to calculate the GPW v4.11 population density datasets. General Documentation The Gridded Population of World Version 4 (GPWv4), ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) | - |---| | [### GPWv411: Mean Administrative Unit Area (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_Mean_Administrative_Unit_Area_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_Mean_Administrative_Unit_Area) | | This dataset contains the mean area of the input unit(s) from which population count and density grids are created. General documentation The Gridded Population of World Version 4 (GPWv4), Revision 11 models the distribution of global human population for the years 2000, 2005, 2010, 2015, ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) | - |---| | [### GPWv411: National Identifier Grid (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_National_Identifier_Grid_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_National_Identifier_Grid) | | This dataset represents the Census data source used to produce the GPW v4.11 populations estimates. Pixels that have the same value reflect the same data source, most often a country or territory. General Documentation The Gridded Population of World Version 4 (GPWv4), Revision 11 models ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) | - |---| | [### GPWv411: Population Count (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_Population_Count_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_Population_Count) | | This dataset contains estimates of the number of persons per 30 arc-second grid cell consistent with national censuses and population registers. There is one image for each modeled year. General Documentation Note: Because this collection has a pyramid policy of MEAN, zooming out results in ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) | - |---| | [### GPWv411: Population Density (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_Population_Density_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_Population_Density) | | This dataset contains estimates of the number of persons per square kilometer consistent with national censuses and population registers. There is one image for each modeled year. General Documentation The Gridded Population of World Version 4 (GPWv4), Revision 11 models the distribution of global human ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) | - |---| | [### GPWv411: UN-Adjusted Population Density (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_UNWPP-Adjusted_Population_Density_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_UNWPP-Adjusted_Population_Density) | | This dataset contains estimates of the number of persons per 30 arc-second grid cell, consistent with national censuses and population registers with respect to relative spatial distribution but adjusted to match the 2015 Revision of UN World Population Prospects country totals. There is one image ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) | - |---| | [### GPWv411: Water Area (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_Water_Area_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_Water_Area) | | This dataset contains estimates of the water area (permanent ice and water) within each pixel, and was used to calculate the GPW v4.11 population density datasets. General Documentation The Gridded Population of World Version 4 (GPWv4), Revision 11 models the distribution of global human population ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) [surface-ground-water](https://developers.google.com/earth-engine/datasets/tags/surface-ground-water) | - |---| | [### GPWv411: Water Mask (Gridded Population of the World Version 4.11) ![](https://developers.google.com/earth-engine/datasets/images/CIESIN/CIESIN_GPWv411_GPW_Water_Mask_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CIESIN_GPWv411_GPW_Water_Mask) | | This dataset identifies water pixels; non-water pixels are masked. The water mask was used to exclude areas of water and permanent ice from the population allocation. General Documentation The Gridded Population of World Version 4 (GPWv4), Revision 11 models the distribution of global human population ... | | [ciesin](https://developers.google.com/earth-engine/datasets/tags/ciesin) [gpw](https://developers.google.com/earth-engine/datasets/tags/gpw) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [population](https://developers.google.com/earth-engine/datasets/tags/population) [surface-ground-water](https://developers.google.com/earth-engine/datasets/tags/surface-ground-water) |