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| SoilGrids250m: Global gridded soil information based on machine learning [期刊论文]
PLOS ONE, 2017-01-01, 12 (2
Tomislav Hengl; Jorge Mendes de Jesus; Gerard B. M. Heuvelink; Maria Ruiperez Gonzalez; Milan Kilibarda; Aleksandar Blagotić; Wei Shangguan; Marvin N. Wright; Xiaoyuan Geng; Bernhard Bauer-Marschallinger; Mario Antonio Guevara; Rodrigo Vargas; Robert A. MacMillan; Niels H. Batjes; Johan G. B. Leenaars; Eloi Ribeiro; Ichsani Wheeler; Stephan Mantel; Bas Kempen
 Adobe PDF(6789Kb) | View/Download：83/6
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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：63/35
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| Characterizing Forest Change Using Community-Based Monitoring Data and Landsat Time Series [期刊论文]
PLOS ONE, 2016-01-01, 11 (3
Ben DeVries; Arun Kumar Pratihast; Jan Verbesselt; Lammert Kooistra; Martin Herold
Adobe PDF(7665Kb) | View/Download：24/0
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| Object-Oriented Classification of Sugarcane Using Time-Series Middle-Resolution Remote Sensing Data Based on AdaBoost [期刊论文]
PLOS ONE, 2015-01-01, 10 (11
Zhen Zhou; Jingfeng Huang; Jing Wang; Kangyu Zhang; Zhaomin Kuang; Shiquan Zhong; Xiaodong Song
Adobe PDF(5766Kb) | View/Download：14/2
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| Towards Quantitative Spatial Models of Seabed Sediment Composition [期刊论文]
PLOS ONE, 2015-01-01, 10 (11
David Stephens; Markus Diesing
Adobe PDF(9406Kb) | View/Download：2/1
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| 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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| A Method for the Evaluation of Image Quality According to the Recognition Effectiveness of Objects in the Optical Remote Sensing Image Using Machine Learning Algorithm [期刊论文]
PLOS ONE, 2014-01-01, 9 (1
Tao Yuan; Xinqi Zheng; Xuan Hu; Wei Zhou; Wei Wang
Adobe PDF(2093Kb) | View/Download：2/1
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