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popRF: Random Forest-informed Population Disaggregation R package

popRF: Random Forest-informed Population Disaggregation R package
popRF: Random Forest-informed Population Disaggregation R package
Disaggregating census-based areal population counts to finer gridded population surfaces using Random Forest algorithm to determine the target area weights.
population, Random Forest, Disaggregation, R package
University of Southampton
Bondarenko, Maksym
1cbea387-2a42-4061-9713-bbfdf4d11226
Nieves, Jeremiah
2b5f2f25-afc0-4585-8531-dc2acc4b3511
Stevens, Forrest
920a20f8-04d8-4834-9bda-7c5fbec31afc
Gaughan, Andrea
f113fafa-0fd3-4a9c-bfad-6988a223cecb
Jochem, Warren
ef65df67-4364-4438-92e9-f93ceedb8da1
Kerr, David
0cb7f738-0bf6-463f-b1f1-b380c6b568b8
Sorichetta, Alessandro
c80d941b-a3f5-4a6d-9a19-e3eeba84443c
Bondarenko, Maksym
1cbea387-2a42-4061-9713-bbfdf4d11226
Nieves, Jeremiah
2b5f2f25-afc0-4585-8531-dc2acc4b3511
Stevens, Forrest
920a20f8-04d8-4834-9bda-7c5fbec31afc
Gaughan, Andrea
f113fafa-0fd3-4a9c-bfad-6988a223cecb
Jochem, Warren
ef65df67-4364-4438-92e9-f93ceedb8da1
Kerr, David
0cb7f738-0bf6-463f-b1f1-b380c6b568b8
Sorichetta, Alessandro
c80d941b-a3f5-4a6d-9a19-e3eeba84443c

Bondarenko, Maksym, Nieves, Jeremiah, Stevens, Forrest, Gaughan, Andrea, Jochem, Warren, Kerr, David and Sorichetta, Alessandro (2021) popRF: Random Forest-informed Population Disaggregation R package. University of Southampton doi:10.5258/SOTON/WP00715 [Dataset]

Record type: Dataset

Abstract

Disaggregating census-based areal population counts to finer gridded population surfaces using Random Forest algorithm to determine the target area weights.

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More information

Published date: 21 July 2021
Related URLs:
Keywords: population, Random Forest, Disaggregation, R package

Identifiers

Local EPrints ID: 450311
URI: http://eprints.soton.ac.uk/id/eprint/450311
DOI: doi:10.5258/SOTON/WP00715
PURE UUID: 16eee32d-c019-46bb-b097-c4d9f81b152f
ORCID for Maksym Bondarenko: ORCID iD orcid.org/0000-0003-4958-6551
ORCID for Warren Jochem: ORCID iD orcid.org/0000-0003-2192-5988
ORCID for Alessandro Sorichetta: ORCID iD orcid.org/0000-0002-3576-5826

Catalogue record

Date deposited: 22 Jul 2021 16:30
Last modified: 06 May 2023 01:51

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Contributors

Creator: Maksym Bondarenko ORCID iD
Creator: Jeremiah Nieves
Creator: Forrest Stevens
Creator: Andrea Gaughan
Creator: Warren Jochem ORCID iD
Creator: David Kerr
Creator: Alessandro Sorichetta ORCID iD

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