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期刊论文 [6]
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2017 [1]
2016 [2]
2014 [3]
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globalchange

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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 [期刊论文]
PLOS ONE, 2017-01-01, 12 (1
Gerald Forkuor;  Ozias K. L. Hounkpatin;  Gerhard Welp;  Michael Thiel
Adobe PDF(2149Kb)  |  View/Download：48/24
 
Improving the Spatial Prediction of Soil Organic Carbon Stocks in a Complex Tropical Mountain Landscape by Methodological Specifications in Machine Learning Approaches [期刊论文]
PLOS ONE, 2016-01-01, 11 (4
Mareike Ließ;  Johannes Schmidt;  Bruno Glaser
Adobe PDF(4501Kb)  |  View/Download：6/6
 
Ultrahigh Dimensional Variable Selection for Interpolation of Point Referenced Spatial Data: A Digital Soil Mapping Case Study [期刊论文]
PLOS ONE, 2016-01-01, 11 (9
Benjamin R. Fitzpatrick;  David W. Lamb;  Kerrie Mengersen
Adobe PDF(1115Kb)  |  View/Download：20/8
 
Historical and future learning about climate sensitivity [期刊论文]
Geophysical Research Letters, 2014-01-01, 41 (7
Urban N.M.;  Holden P.B.;  Edwards N.R.;  Sriver R.L.;  Keller K.
View/Download：4/0
 
A Tale of Two “Forests”: Random Forest Machine Learning Aids Tropical Forest Carbon Mapping [期刊论文]
PLOS ONE, 2014-01-01, 9 (1
Joseph Mascaro;  Gregory P. Asner;  David E. Knapp;  Ty Kennedy-Bowdoin;  Roberta E. Martin;  Christopher Anderson;  Mark Higgins;  K. Dana Chadwick
Adobe PDF(8232Kb)  |  View/Download：28/2
 
SoilGrids1km — Global Soil Information Based on Automated Mapping [期刊论文]
PLOS ONE, 2014-01-01, 9 (8
Tomislav Hengl;  Jorge Mendes de Jesus;  Robert A. MacMillan;  Niels H. Batjes;  Gerard B. M. Heuvelink;  Eloi Ribeiro;  Alessandro Samuel-Rosa;  Bas Kempen;  Johan G. B. Leenaars;  Markus G. Walsh;  Maria Ruiperez Gonzalez
Adobe PDF(3627Kb)  |  View/Download：42/5
 

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