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Predictive soil mapping with limited sample data SCI/SSCI论文
2015
Authors:  Zhu A. X.;  Liu, J.;  Du, F.;  Zhang, S. J.;  Qin, C. Z.;  Burt, J.;  Behrens, T.;  Scholten, T.
Adobe PDF(2069Kb)  |  Favorite  |  View/Download:109/43  |  Submit date:2015/12/09
Feedback Dynamic Patterns  Knowledge  
Hyper-scale digital soil mapping and soil formation analysis SCI/SSCI论文
2014
Authors:  Behrens T.;  Schmidt K.;  Ramirez-Lopez L.;  Gallant J.;  Zhu A. X.;  Scholten T.
Adobe PDF(2093Kb)  |  Favorite  |  View/Download:71/41  |  Submit date:2014/12/24
Hyper-scale Analysis  Digital Soil Mapping  Soil Formation  Digital  Terrain Analysis  Pedology  Geomorphic Signature  Data Mining  Constat  Random Forests  Classification  Prediction  Selection  Stocks  
An approach to computing topographic wetness index based on maximum downslope gradient SCI/SSCI论文
2011
Authors:  Qin C. Z.;  Zhu A. X.;  Pei T.;  Li B. L.;  Scholten T.;  Behrens T.;  Zhou C. H.
View  |  Adobe PDF(718Kb)  |  Favorite  |  View/Download:466/157  |  Submit date:2012/06/08
Topographic Wetness Index (Twi)  Multiple Flow Direction Algorithm  (Mfd)  Digital Terrain Analysis  Digital Elevation Model (Dem)  Resolution  Surface Saturation  Prediction  Area  Soil  Algorithms  Topmodel  Models  Zones  
The ConMap approach for terrain-based digital soil mapping SCI/SSCI论文
2010
Authors:  Behrens T.;  Schmidt K.;  Zhu A. X.;  Scholten T.
View  |  Adobe PDF(1065Kb)  |  Favorite  |  View/Download:166/55  |  Submit date:2012/06/08
Random Forests  Variable Importance  Classification  Prediction  Regression  Map  
Multi-scale digital terrain analysis and feature selection for digital soil mapping SCI/SSCI论文
2010
Authors:  Behrens T.;  Zhu A. X.;  Schmidt K.;  Scholten T.
Favorite  |  View/Download:126/2  |  Submit date:2012/06/08
Multi-scale Digital Terrain Analysis  Feature Selection  Spatial Data  Mining  Digital Soil Mapping  Anova  Principal Components Analysis  Random Subsets  Decision Trees  Scale-dependent Correlation  Random Subspace Method  Dem Resolution  Fuzzy-logic  Map Scale  Model  Landscapes  Areas  Silty  Size