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Published April 16, 2024 | Version v1
Dataset Open

Data for: Downscaled gridded global dataset for Gross Domestic Product (GDP) per capita at purchasing power parity (PPP) over 1990-2022

Description

[Please use the Version v2 data (see tab on the right)]

This dataset provides a gridded dataset for GDP per capita at purchasing power parity (PPP) downscaled to an admin 2 level (43,501 admin units). The dataset is based on reported subnational admin data (from 89 countries and 2,708 subnational units) and spans three decades from 1990 to 2022. 

The dataset is presented in details in the following publication. Please cite this paper when using data. 

Kummu et al. 2024. Downscaled gridded global dataset for gross domestic product (GDP) per capita PPP over 1990-2022. Submitted to Scientific Data. 

Preprint is available at: https://doi.org/10.21203/rs.3.rs-4321741/v1

Code is available at: https://github.com/mattikummu/griddedGDPpc 

 

The following data is given (formats in brackets)

  • GDP per capita (PPP) at admin 0 level (national) (GeoTIFF, gpkg, csv)
  • GDP per capita (PPP) at admin 1 level (at the level of reporting, either admin 1 level or admin 0 level) (GeoTIFF, gpkg, csv)
  • GDP per capita (PPP) at admin 2 level (downscaled from admin 1 level) (GeoTIFF, gpkg, csv)
  • Total GDP (PPP), downscaled admin 2 level GDP per capita (PPP) multiplied by gridded population count, with three resolutions: 30 arc-sec, 5 arc-min, and 30 arc-min (GeoTIFF) 
  • Input data for the script that was used to generate the data above (code_input_data.zip). Code available at https://github.com/mattikummu/griddedGDPpc 

Files are named as follows
Format: raster data (GeoTIFF) starts with rast_*, polygon data (gpkg) with polyg_*, and tabulated with tabulated_*. 
Admin levels: adm0 for admin 0 level, adm1 for admin 1 level, and adm2 for admin 2 level
Product type: GDP per capita at purchasing power parity (PPP): _gdp_pc_; and total GDP at purchasing power parity (PPP): _gdp_tot_

 

Metadata 

Grids for GDP per capita data:

Resolution: 5 arc-min (0.083333333 degrees) 

Spatial extent: Lon: -180, 180; -90, 90 (xmin, xmax, ymin, ymax) 

Coordinate ref system: EPSG:4326 - WGS 84 

Format: Multiband geotiff; each band for each year over 1990-2022 

Units: USD in 2017 international dollars

 

Grids for total GDP:

Resolution: 30 arc-sec, 5 arc-min or 30 arc-min

Spatial extent: Lon: -180, 180; -90, 90 (xmin, xmax, ymin, ymax) 

Coordinate ref system: EPSG:4326 - WGS 84 

Format: Multiband geotiff; each band for each year over 1990-2020 (5 arc-min, 30 arc-min) or for each five years 1990, 1995, ... 2015, 2020 (30 arc-sec)

Units: USD in 2017 international dollars

 

Geospatial polygon (gpkg) files: 

Spatial extent: -180, 180; -90, 83.67 (xmin, xmax, ymin, ymax) 

Temporal extent: annual over 1990-2022

Coordinate ref system: EPSG:4326 - WGS 84 

Format: gkpk 

Units:  USD in 2017 international dollars

Files

code_input_data.zip

Files (2.5 GB)

Name Size Download all
md5:8ad74d6aacddb5c2d6b0fac8c5038a61
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md5:e072e70bbf7a5cc1ab7a84f6fab19c45
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4.9 MB Download
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md5:ad505cbfe74a8d64d589cd00b1034f15
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10.4 MB Preview Download

Additional details

Funding

Research Council of Finland
Towards more resilient food system in the face of uncertainty / Consortium: LukeAalto 339834
European Commission
SOS.aquaterra – Respecting safe operating spaces: opportunities to meet future food demand with sustainable use of water and land resources 819202
Research Council of Finland
Research Council of Finland’s Flagship Programme under project Digital Waters 359248

Software

Repository URL
https://github.com/mattikummu/griddedGDPpc
Programming language
R