African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble mac...
African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning
About this item
Full title
Author / Creator
Hengl, Tomislav , Miller, Matthew A. E. , Križan, Josip , Shepherd, Keith D. , Sila, Andrew , Kilibarda, Milan , Antonijević, Ognjen , Glušica, Luka , Dobermann, Achim , Haefele, Stephan M. , McGrath, Steve P. , Acquah, Gifty E. , Collinson, Jamie , Parente, Leandro , Sheykhmousa, Mohammadreza , Saito, Kazuki , Johnson, Jean-Martial , Chamberlin, Jordan , Silatsa, Francis B. T. , Yemefack, Martin , Wendt, John , MacMillan, Robert A. , Wheeler, Ichsani and Crouch, Jonathan
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
Soil property and class maps for the continent of Africa were so far only available at very generalised scales, with many countries not mapped at all. Thanks to an increasing quantity and availability of soil samples collected at field point locations by various government and/or NGO funded projects, it is now possible to produce detailed pan-Afric...
Alternative Titles
Full title
African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning
Authors, Artists and Contributors
Author / Creator
Miller, Matthew A. E.
Križan, Josip
Shepherd, Keith D.
Sila, Andrew
Kilibarda, Milan
Antonijević, Ognjen
Glušica, Luka
Dobermann, Achim
Haefele, Stephan M.
McGrath, Steve P.
Acquah, Gifty E.
Collinson, Jamie
Parente, Leandro
Sheykhmousa, Mohammadreza
Saito, Kazuki
Johnson, Jean-Martial
Chamberlin, Jordan
Silatsa, Francis B. T.
Yemefack, Martin
Wendt, John
MacMillan, Robert A.
Wheeler, Ichsani
Crouch, Jonathan
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_99f484c0771a491480592db97c08eade
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_99f484c0771a491480592db97c08eade
Other Identifiers
ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-021-85639-y
