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Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions
Hengl, Tomislav, Heuvelink, Gerard B. M., Kempen, Bas, Leenaars, Johan G. B., Walsh, Markus G., Shepherd, Keith D., Sila, Andrew, MacMillan, Robert A., Mendes de Jesus, Jorge, Tamene, Lulseged, Tondoh, Jérôme E.
Published in PloS one (25.06.2015)
Published in PloS one (25.06.2015)
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SoilGrids1km — Global Soil Information Based on Automated Mapping
Hengl, Tomislav, de Jesus, Jorge Mendes, MacMillan, Robert A., Batjes, Niels H., Heuvelink, Gerard B. M., Ribeiro, Eloi, Samuel-Rosa, Alessandro, Kempen, Bas, Leenaars, Johan G. B., Walsh, Markus G., Gonzalez, Maria Ruiperez
Published in PloS one (29.08.2014)
Published in PloS one (29.08.2014)
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Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning
Hengl, Tomislav, Leenaars, Johan G. B., Shepherd, Keith D., Walsh, Markus G., Heuvelink, Gerard B. M., Mamo, Tekalign, Tilahun, Helina, Berkhout, Ezra, Cooper, Matthew, Fegraus, Eric, Wheeler, Ichsani, Kwabena, Nketia A.
Published in Nutrient cycling in agroecosystems (01.09.2017)
Published in Nutrient cycling in agroecosystems (01.09.2017)
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Global mapping of potential natural vegetation: an assessment of machine learning algorithms for estimating land potential
Hengl, Tomislav, Walsh, Markus G., Sanderman, Jonathan, Wheeler, Ichsani, Harrison, Sandy P., Prentice, Iain C.
Published in PeerJ (San Francisco, CA) (22.08.2018)
Published in PeerJ (San Francisco, CA) (22.08.2018)
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Digital Soil Map of the World
Sanchez, Pedro A., Ahamed, Sonya, Carré, Florence, Hartemink, Alfred E., Hempel, Jonathan, Huising, Jeroen, Lagacherie, Philippe, McBratney, Alex B., McKenzie, Neil J., de Lourdes Mendonça-Santos, Maria, Minasny, Budiman, Montanarella, Luca, Okoth, Peter, Palm, Cheryl A., Sachs, Jeffrey D., Shepherd, Keith D., Vågen, Tor-Gunnar, Vanlauwe, Bernard, Walsh, Markus G., Winowiecki, Leigh A., Zhang, Gan-Lin
Published in Science (American Association for the Advancement of Science) (07.08.2009)
Published in Science (American Association for the Advancement of Science) (07.08.2009)
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Identifying potential synergies and trade-offs for meeting food security and climate change objectives in sub-Saharan Africa
Palm, Cheryl A., Smukler, Sean M., Sullivan, Clare C., Mutuo, Patrick K., Nyadzi, Gerson I., Walsh, Markus G., DeFries, Ruth S.
Published in Proceedings of the National Academy of Sciences - PNAS (16.11.2010)
Published in Proceedings of the National Academy of Sciences - PNAS (16.11.2010)
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Development of Reflectance Spectral Libraries for Characterization of Soil Properties
Shepherd, Keith D., Walsh, Markus G.
Published in Soil Science Society of America journal (01.05.2002)
Published in Soil Science Society of America journal (01.05.2002)
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Mapping topsoil organic carbon concentrations and stocks for Tanzania
Kempen, Bas, Dalsgaard, Søren, Kaaya, Abel K., Chamuya, Nurdin, Ruipérez-González, Maria, Pekkarinen, Anssi, Walsh, Markus G.
Published in Geoderma (01.03.2019)
Published in Geoderma (01.03.2019)
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Global soil characterization with VNIR diffuse reflectance spectroscopy
Brown, David J., Shepherd, Keith D., Walsh, Markus G., Dewayne Mays, M., Reinsch, Thomas G.
Published in Geoderma (01.06.2006)
Published in Geoderma (01.06.2006)
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Land health surveillance and response: A framework for evidence-informed land management
Shepherd, Keith D., Shepherd, Gemma, Walsh, Markus G.
Published in Agricultural systems (01.01.2015)
Published in Agricultural systems (01.01.2015)
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Global mapping of potential natural vegetation: an assessment of Machine Learning algorithms for estimating land potential
Hengl, Tomislav, Walsh, Markus G, Sanderman, Jonathan, Wheeler, Ichsani, Harrison, Sandy P, Prentice, Iain C
Published in PeerJ preprints (27.07.2018)
Published in PeerJ preprints (27.07.2018)
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Global mapping of potential natural vegetation: an assessment of Machine Learning algorithms for estimating land potential
Hengl, Tomislav, Walsh, Markus G, Sanderman, Jonathan, Wheeler, Ichsani, Harrison, Sandy P, Prentice, Iain C
Published in PeerJ preprints (30.03.2018)
Published in PeerJ preprints (30.03.2018)
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Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions: e0125814
Hengl, Tomislav, Heuvelink, Gerard BM, Kempen, Bas, Leenaars, Johan GB, Walsh, Markus G, Shepherd, Keith D, Sila, Andrew, MacMillan, Robert A, Jesus, Jorge Mendesde, Tamene, Lulseged
Published in PloS one (01.06.2015)
Published in PloS one (01.06.2015)
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Environmental science. Digital soil map of the world
Sanchez, Pedro A, Ahamed, Sonya, Carré, Florence, Hartemink, Alfred E, Hempel, Jonathan, Huising, Jeroen, Lagacherie, Philippe, McBratney, Alex B, McKenzie, Neil J, Mendonça-Santos, Maria de Lourdes, Minasny, Budiman, Montanarella, Luca, Okoth, Peter, Palm, Cheryl A, Sachs, Jeffrey D, Shepherd, Keith D, Vågen, Tor-Gunnar, Vanlauwe, Bernard, Walsh, Markus G, Winowiecki, Leigh A, Zhang, Gan-Lin
Published in Science (American Association for the Advancement of Science) (07.08.2009)
Published in Science (American Association for the Advancement of Science) (07.08.2009)
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