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[dataset] GPW Gridded Population of the World v4.0

"The Gridded Population of the World, Version 4 (GPWv4): Population Density Adjusted to Match 2015 Revision of UN WPP Country Totals, Revision 11 consists of estimates of human population density (number of persons per square kilometer) based on counts consistent with national censuses and population registers with respect to relative spatial distribution, but adjusted to match the 2015 Revision of the United Nation's World Population Prospects (UN WPP) country totals, for the years 2000, 2005, 2011, 2015, and 2020."
Socioeconomic Data and Applications Center (SEDAC): https://sedac.ciesin.columbia.edu/data/set/gpw-v4-population-density-rev11

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Data and Resources

Additional Info

Field Value
Identifier gpwv4-0
Documentation https://sedac.ciesin.columbia.edu/binaries/web/sedac/collections/gpw-v4/gpw-v4-documentation-rev11.pdf
Contact Point Center for International Earth Science Information Network - CIESIN - Columbia University
Contact Point - ORCID iD or e-mail adress
Dataset DOI https://doi.org/10.7927/H4F47M65
Information Website https://sedac.ciesin.columbia.edu/data/set/gpw-v4-population-density-adjusted-to-2015-unwpp-country-totals-rev11, https://sedac.ciesin.columbia.edu/binaries/web/sedac/collections/gpw-v4/accepted-manuscript_final_editedforthewebsite.pdf
Theme / Vocabulary / Ontology https://inspire.ec.europa.eu/theme/pd
Coordinate Reference System http://www.opengis.net/def/crs/EPSG/0/4326
Spatial Resolution 0.008333
Spatial Resolution Measured As angular distance
Temporal Coverage 2000-01-01 to 2020-01-01
Temporal Resolution
Data Quality Metric

Quantitative Attribute Accuracy as Mean Absolute Error (MAE)

https://geokur-dmp.geo.tu-dresden.de/quality-register#QuantitativeAttributeAccuracyasMeanAbsoluteErrorMAE

  • value of quality metric:1.27
  • ground truth dataset:Official Swedish population count
  • confidence term:
  • confidence value:
  • thematic representativity:
  • spatial representativity:global
  • temporal representativity:
  • name of quality source:A pixel level evaluation of five multitemporal global gridded population datasets: a case study in Sweden, 1990–2015
  • type of quality source:publication
  • link to quality source:https://link.springer.com/content/pdf/10.1007/s11111-020-00360-8.pdf

Quantitative Attribute Accuracy as Root Mean Square Error (RMSE)

https://geokur-dmp.geo.tu-dresden.de/quality-register#QuantitativeAttributeAccuracyasRootMeanSquareErrorRMSE

  • value of quality metric:9.54
  • ground truth dataset:Official Swedish population count
  • confidence term:
  • confidence value:
  • thematic representativity:
  • spatial representativity:global
  • temporal representativity:
  • name of quality source:A pixel level evaluation of five multitemporal global gridded population datasets: a case study in Sweden, 1990–2015
  • type of quality source:publication
  • link to quality source:https://link.springer.com/content/pdf/10.1007/s11111-020-00360-8.pdf

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Last Updated October 25, 2021, 14:03 (UTC)
Created April 30, 2021, 14:24 (UTC)

Dataset extent