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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Autores principales:	Matthew A E Miller, Keith D Shepherd, Bruce Kisitu, Jamie Collinson
Formato:	article
Lenguaje:	EN
Publicado:	Public Library of Science (PLoS) 2021
Materias:	Biology (General) QH301-705.5
Acceso en línea:	https://doaj.org/article/ad239747cb6f486ba64169219f0f3fa5
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spelling	oai:doaj.org-article:ad239747cb6f486ba64169219f0f3fa52021-12-02T19:54:26ZiSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa.1544-91731545-788510.1371/journal.pbio.3001441https://doaj.org/article/ad239747cb6f486ba64169219f0f3fa52021-11-01T00:00:00Zhttps://doi.org/10.1371/journal.pbio.3001441https://doaj.org/toc/1544-9173https://doaj.org/toc/1545-7885Open 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.Matthew A E MillerKeith D ShepherdBruce KisituJamie CollinsonPublic Library of Science (PLoS)articleBiology (General)QH301-705.5ENPLoS Biology, Vol 19, Iss 11, p e3001441 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Biology (General) QH301-705.5
spellingShingle	Biology (General) QH301-705.5 Matthew A E Miller Keith D Shepherd Bruce Kisitu Jamie Collinson iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa.
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.
format	article
author	Matthew A E Miller Keith D Shepherd Bruce Kisitu Jamie Collinson
author_facet	Matthew A E Miller Keith D Shepherd Bruce Kisitu Jamie Collinson
author_sort	Matthew A E Miller
title	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_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_sort	isdasoil: the first continent-scale soil property map at 30 m resolution provides a soil information revolution for africa.
publisher	Public Library of Science (PLoS)
publishDate	2021
url	https://doaj.org/article/ad239747cb6f486ba64169219f0f3fa5
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iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa.

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