iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa

Open access, high-resolution soil property maps have been created for Africa at 30 m resolution, using machine learning trained on over 100,000 analysed soil samples. Combined with other field-level information, iSDAsoil enables the possibility of site-specific agronomy advisory for smallholder farm...

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Detalles Bibliográficos
Autores principales: Miller, Matthew A. E., Shepherd, Keith D., Kisitu, Bruce, Collinson, Jamie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Community Page
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8584968/
https://www.ncbi.nlm.nih.gov/pubmed/34723965
http://dx.doi.org/10.1371/journal.pbio.3001441
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author Miller, Matthew A. E.
Shepherd, Keith D.
Kisitu, Bruce
Collinson, Jamie
author_facet Miller, Matthew A. E.
Shepherd, Keith D.
Kisitu, Bruce
Collinson, Jamie
author_sort Miller, Matthew A. E.
collection PubMed
description Open access, high-resolution soil property maps have been created for Africa at 30 m resolution, using machine learning trained on over 100,000 analysed soil samples. Combined with other field-level information, iSDAsoil enables the possibility of site-specific agronomy advisory for smallholder farmers.
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spelling pubmed-85849682021-11-12 iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa Miller, Matthew A. E. Shepherd, Keith D. Kisitu, Bruce Collinson, Jamie PLoS Biol Community Page Open access, high-resolution soil property maps have been created for Africa at 30 m resolution, using machine learning trained on over 100,000 analysed soil samples. Combined with other field-level information, iSDAsoil enables the possibility of site-specific agronomy advisory for smallholder farmers. Public Library of Science 2021-11-01 /pmc/articles/PMC8584968/ /pubmed/34723965 http://dx.doi.org/10.1371/journal.pbio.3001441 Text en © 2021 Miller et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Community Page
Miller, Matthew A. E.
Shepherd, Keith D.
Kisitu, Bruce
Collinson, Jamie
iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa
title iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa
title_full iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa
title_fullStr iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa
title_full_unstemmed iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa
title_short iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa
title_sort isdasoil: the first continent-scale soil property map at 30 m resolution provides a soil information revolution for africa
topic Community Page
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8584968/
https://www.ncbi.nlm.nih.gov/pubmed/34723965
http://dx.doi.org/10.1371/journal.pbio.3001441
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