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High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015
Spatially accurate, contemporary data on human population distributions are vitally important to many applied and theoretical researchers. The Southeast Asia region has undergone rapid urbanization and population growth over the past decade, yet existing spatial population distribution datasets cove...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3572178/ https://www.ncbi.nlm.nih.gov/pubmed/23418469 http://dx.doi.org/10.1371/journal.pone.0055882 |
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author | Gaughan, Andrea E. Stevens, Forrest R. Linard, Catherine Jia, Peng Tatem, Andrew J. |
author_facet | Gaughan, Andrea E. Stevens, Forrest R. Linard, Catherine Jia, Peng Tatem, Andrew J. |
author_sort | Gaughan, Andrea E. |
collection | PubMed |
description | Spatially accurate, contemporary data on human population distributions are vitally important to many applied and theoretical researchers. The Southeast Asia region has undergone rapid urbanization and population growth over the past decade, yet existing spatial population distribution datasets covering the region are based principally on population count data from censuses circa 2000, with often insufficient spatial resolution or input data to map settlements precisely. Here we outline approaches to construct a database of GIS-linked circa 2010 census data and methods used to construct fine-scale (∼100 meters spatial resolution) population distribution datasets for each country in the Southeast Asia region. Landsat-derived settlement maps and land cover information were combined with ancillary datasets on infrastructure to model population distributions for 2010 and 2015. These products were compared with those from two other methods used to construct commonly used global population datasets. Results indicate mapping accuracies are consistently higher when incorporating land cover and settlement information into the AsiaPop modelling process. Using existing data, it is possible to produce detailed, contemporary and easily updatable population distribution datasets for Southeast Asia. The 2010 and 2015 datasets produced are freely available as a product of the AsiaPop Project and can be downloaded from: www.asiapop.org. |
format | Online Article Text |
id | pubmed-3572178 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-35721782013-02-15 High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015 Gaughan, Andrea E. Stevens, Forrest R. Linard, Catherine Jia, Peng Tatem, Andrew J. PLoS One Research Article Spatially accurate, contemporary data on human population distributions are vitally important to many applied and theoretical researchers. The Southeast Asia region has undergone rapid urbanization and population growth over the past decade, yet existing spatial population distribution datasets covering the region are based principally on population count data from censuses circa 2000, with often insufficient spatial resolution or input data to map settlements precisely. Here we outline approaches to construct a database of GIS-linked circa 2010 census data and methods used to construct fine-scale (∼100 meters spatial resolution) population distribution datasets for each country in the Southeast Asia region. Landsat-derived settlement maps and land cover information were combined with ancillary datasets on infrastructure to model population distributions for 2010 and 2015. These products were compared with those from two other methods used to construct commonly used global population datasets. Results indicate mapping accuracies are consistently higher when incorporating land cover and settlement information into the AsiaPop modelling process. Using existing data, it is possible to produce detailed, contemporary and easily updatable population distribution datasets for Southeast Asia. The 2010 and 2015 datasets produced are freely available as a product of the AsiaPop Project and can be downloaded from: www.asiapop.org. Public Library of Science 2013-02-13 /pmc/articles/PMC3572178/ /pubmed/23418469 http://dx.doi.org/10.1371/journal.pone.0055882 Text en © 2013 Gaughan et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Gaughan, Andrea E. Stevens, Forrest R. Linard, Catherine Jia, Peng Tatem, Andrew J. High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015 |
title | High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015 |
title_full | High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015 |
title_fullStr | High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015 |
title_full_unstemmed | High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015 |
title_short | High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015 |
title_sort | high resolution population distribution maps for southeast asia in 2010 and 2015 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3572178/ https://www.ncbi.nlm.nih.gov/pubmed/23418469 http://dx.doi.org/10.1371/journal.pone.0055882 |
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