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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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| Mapping the montane cloud forest of Taiwan using 12 year MODIS-derived ground fog frequency data [期刊论文]
PLOS ONE, 2017-01-01, 12 (2
Hans Martin Schulz; Ching-Feng Li; Boris Thies; Shih-Chieh Chang; Jörg Bendix
Adobe PDF(3624Kb) | View/Download：17/5
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| Computational Visual Stress Level Analysis of Calcareous Algae Exposed to Sedimentation [期刊论文]
PLOS ONE, 2016-01-01, 11 (6
Jonas Osterloff; Ingunn Nilssen; Ingvar Eide; Marcia Abreu de Oliveira Figueiredo; Frederico Tapajós de Souza Tâmega; Tim W. Nattkemper
Adobe PDF(5751Kb) | View/Download：11/0
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| Selecting Optimal Random Forest Predictive Models: A Case Study on Predicting the Spatial Distribution of Seabed Hardness [期刊论文]
PLOS ONE, 2016-01-01, 11 (2
Jin Li; Maggie Tran; Justy Siwabessy
Adobe PDF(4346Kb) | View/Download：13/1
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| A Comparative Assessment of the Influences of Human Impacts on Soil Cd Concentrations Based on Stepwise Linear Regression, Classification and Regression Tree, and Random Forest Models [期刊论文]
PLOS ONE, 2016-01-01, 11 (3
Lefeng Qiu; Kai Wang; Wenli Long; Ke Wang; Wei Hu; Gabriel S. Amable
Adobe PDF(3136Kb) | View/Download：9/3
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| 3D Participatory Sensing with Low-Cost Mobile Devices for Crop Height Assessment – A Comparison with Terrestrial Laser Scanning Data [期刊论文]
PLOS ONE, 2016-01-01, 11 (4
Sabrina Marx; Martin Hämmerle; Carolin Klonner; Bernhard Höfle
Adobe PDF(2787Kb) | View/Download：3/0
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| Applying GIS and Machine Learning Methods to Twitter Data for Multiscale Surveillance of Influenza [期刊论文]
PLOS ONE, 2016-01-01, 11 (7
Chris Allen; Ming-Hsiang Tsou; Anoshe Aslam; Anna Nagel; Jean-Mark Gawron
Adobe PDF(1491Kb) | View/Download：1/1
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| 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：21/8
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| Seeing It All: Evaluating Supervised Machine Learning Methods for the Classification of Diverse Otariid Behaviours [期刊论文]
PLOS ONE, 2016-01-01, 11 (12
Monique A. Ladds; Adam P. Thompson; David J. Slip; David P. Hocking; Robert G. Harcourt
Adobe PDF(2488Kb) | View/Download：20/0
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