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Computational Research on Mobile Pastoralism Using Agent-Based Modeling and Satellite Imagery
Dryland pastoralism has long attracted considerable attention from researchers in diverse fields. However, rigorous formal study is made difficult by the high level of mobility of pastoralists as well as by the sizable spatio-temporal variability of their environment. This article presents a new com...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2016
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4786315/ https://www.ncbi.nlm.nih.gov/pubmed/26963526 http://dx.doi.org/10.1371/journal.pone.0151157 |
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author | Sakamoto, Takuto |
author_facet | Sakamoto, Takuto |
author_sort | Sakamoto, Takuto |
collection | PubMed |
description | Dryland pastoralism has long attracted considerable attention from researchers in diverse fields. However, rigorous formal study is made difficult by the high level of mobility of pastoralists as well as by the sizable spatio-temporal variability of their environment. This article presents a new computational approach for studying mobile pastoralism that overcomes these issues. Combining multi-temporal satellite images and agent-based modeling allows a comprehensive examination of pastoral resource access over a realistic dryland landscape with unpredictable ecological dynamics. The article demonstrates the analytical potential of this approach through its application to mobile pastoralism in northeast Nigeria. Employing more than 100 satellite images of the area, extensive simulations are conducted under a wide array of circumstances, including different land-use constraints. The simulation results reveal complex dependencies of pastoral resource access on these circumstances along with persistent patterns of seasonal land use observed at the macro level. |
format | Online Article Text |
id | pubmed-4786315 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-47863152016-03-23 Computational Research on Mobile Pastoralism Using Agent-Based Modeling and Satellite Imagery Sakamoto, Takuto PLoS One Research Article Dryland pastoralism has long attracted considerable attention from researchers in diverse fields. However, rigorous formal study is made difficult by the high level of mobility of pastoralists as well as by the sizable spatio-temporal variability of their environment. This article presents a new computational approach for studying mobile pastoralism that overcomes these issues. Combining multi-temporal satellite images and agent-based modeling allows a comprehensive examination of pastoral resource access over a realistic dryland landscape with unpredictable ecological dynamics. The article demonstrates the analytical potential of this approach through its application to mobile pastoralism in northeast Nigeria. Employing more than 100 satellite images of the area, extensive simulations are conducted under a wide array of circumstances, including different land-use constraints. The simulation results reveal complex dependencies of pastoral resource access on these circumstances along with persistent patterns of seasonal land use observed at the macro level. Public Library of Science 2016-03-10 /pmc/articles/PMC4786315/ /pubmed/26963526 http://dx.doi.org/10.1371/journal.pone.0151157 Text en © 2016 Takuto Sakamoto http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Sakamoto, Takuto Computational Research on Mobile Pastoralism Using Agent-Based Modeling and Satellite Imagery |
title | Computational Research on Mobile Pastoralism Using Agent-Based Modeling and Satellite Imagery |
title_full | Computational Research on Mobile Pastoralism Using Agent-Based Modeling and Satellite Imagery |
title_fullStr | Computational Research on Mobile Pastoralism Using Agent-Based Modeling and Satellite Imagery |
title_full_unstemmed | Computational Research on Mobile Pastoralism Using Agent-Based Modeling and Satellite Imagery |
title_short | Computational Research on Mobile Pastoralism Using Agent-Based Modeling and Satellite Imagery |
title_sort | computational research on mobile pastoralism using agent-based modeling and satellite imagery |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4786315/ https://www.ncbi.nlm.nih.gov/pubmed/26963526 http://dx.doi.org/10.1371/journal.pone.0151157 |
work_keys_str_mv | AT sakamototakuto computationalresearchonmobilepastoralismusingagentbasedmodelingandsatelliteimagery |