High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models

• Gerald Forkuor ,

  Contributed equally to this work with: Gerald Forkuor, Ozias K. L. Hounkpatin

  Affiliation West African Science Service Centre on Climate Change and Adapted Land Use—WASCAL, Burkina Faso

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• Ozias K. L. Hounkpatin ,

  Contributed equally to this work with: Gerald Forkuor, Ozias K. L. Hounkpatin

  * E-mail: hozias@uni-bonn.de

  Affiliation University of Bonn, Institute of Crop Science and Resource Conservation (INRES), Soil Science and Soil Ecology, Nussallee 13, Bonn, Germany

  http://orcid.org/0000-0003-1105-8649

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• Gerhard Welp,

  Affiliation University of Bonn, Institute of Crop Science and Resource Conservation (INRES), Soil Science and Soil Ecology, Nussallee 13, Bonn, Germany

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• Michael Thiel

  Affiliation University of Wuerzburg, Remote Sensing Unit, Oswald-Kuelpe-Weg 86, Wuerzburg, Germany

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