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

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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Veröffentlicht in:PLoS biology 2021-11, Vol.19 (11), p.e3001441
Hauptverfasser: Matthew A E Miller, Keith D Shepherd, Bruce Kisitu, Jamie Collinson
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:1544-9173
1545-7885
DOI:10.1371/journal.pbio.3001441