Global Database of Light-based Geospatial Income Inequality (LGII) Measures, Version 1

The Global Database of Light-based Geospatial Income Inequality (LGII) Measures, Version 1 data set contains Gini-coefficients of inequality for 234 countries and territories from 1992 to 2013. The measurement Unit is the Gini-Coefficient (Range: 0-1), with higher values representing higher inequality. These measures are constructed using worldwide geospatial satellite data on nighttime lights emission as a proxy for economic prosperity, matched with varying sources of data on geo-located population counts. The nighttime lights data were supplied by the National Oceanic and Atmospheric Administration (NOAA), National Centers for Environmental Information (NCEI), Earth Observation Group (EOG), and Operational Linescan System (OLS) instruments. The population data used consisted of CIESIN's Gridded Population of the World (GPW) collection, and the Oak Ridge National Laboratory (ORNL) LandScan (LSC) data set. The nighttime lights and population data were combined to produce an array of geospatially-informed Gini-coefficients, which were then weighted to optimize their correlation with a benchmark - specifically, the Standardized World Income Inequality Database (SWIID), to generate a parsimonious composite inequality metric.

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Additional Info

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Maintainer undefined
Last Updated July 17, 2025, 16:02 (UTC)
Created April 23, 2025, 22:50 (UTC)
accessLevel public
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citation Galimberti, J. K., S. Pichler, and R. Pleninger. 2023-12-11. Global Database of Light-based Geospatial Income Inequality (LGII) Measures, Version 1. Version 1.00. Palisades, NY. Archived by National Aeronautics and Space Administration, U.S. Government, NASA Socioeconomic Data and Applications Center (SEDAC). https://doi.org/10.7927/kd8b-2376. https://doi.org/10.7927/kd8b-2376.
creator Galimberti, J. K., S. Pichler, and R. Pleninger
graphic-preview-description Sample browse graphic of the data set.
graphic-preview-file https://sedac.ciesin.columbia.edu/downloads/maps/spatialecon/spatialecon-lgii-measures-v1/sedac-logo.jpg
harvest_object_id 4636937a-eefe-4677-9bc4-99ffd0b6f0a6
harvest_source_id 61638e72-b36c-4866-9d28-551a3062f158
harvest_source_title DNG Legacy Data
identifier C2816246082-SEDAC
issued 2023-12-11
language {en-US}
metadata_type geospatial
modified 2023-12-11
programCode {026:001}
publisher SEDAC
release-place Palisades, NY
resource-type Dataset
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source_hash 2f0749995b7d0e19cddf7ccac35a86c0fc09552c23a948196e25ce0a08b08945
source_schema_version 1.1
spatial -180.0 -90.0 180.0 90.0
temporal 1992-01-01T00:00:00Z/2013-12-31T00:00:00Z
theme {SPATIALECON,geospatial}