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Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 7
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Schmidt, Karsten;  Amirian-Chakan, Alireza;  Rentschler, Tobias;  Zeraatpisheh, Mojtaba;  Sarmadian, Fereydoon;  Valavi, Roozbeh;  Davatgar, Naser;  Behrens, Thorsten;  Scholten, Thomas
收藏  |  浏览/下载：7/0  |  提交时间：2021/01/07
digital soil mapping  machine learning models  stacking of models  spatial block cross-validation  deep learning  
Prediction of soil water infiltration using multiple linear regression and random forest in a dry flood plain, eastern Iran 期刊论文
发表期刊: CATENA. 出版年: 2020, 卷号: 194
作者:  Pahlavan-Rad, Mohammad Reza;  Dahmardeh, Khodadad;  Hadizadeh, Mojtaba;  Keykha, Gholamali;  Mohammadnia, Nader;  Gangali, Mojtaba;  Keikha, Mehdi;  Davatgar, Naser;  Brungard, Colby
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
Soil water infiltration  Environmental variable  Digital soil mapping  Sistan