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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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Detalles Bibliográficos
Autor principal: Sakamoto, Takuto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
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
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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.
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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
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