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
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Acceso en línea:https://doaj.org/article/ad239747cb6f486ba64169219f0f3fa5
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Sumario: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.