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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  
Estimation of elemental composition of agricultural soils from West Azerbaijan, Iran, using mid-infrared spectral models 期刊论文
发表期刊: REVISTA BRASILEIRA DE ENGENHARIA AGRICOLA E AMBIENTAL. 出版年: 2019, 卷号: 23, 期号: 6, 页码: 460-466
作者:  Goydaragh, Maryam Ghebleh;  Jafarzadeh, Ali Asghar;  Shahbazi, Farzin;  Oustan, Shahin;  Taghizadeh-Mehrjardi, Ruhollah;  Lado, Marcos
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
FTIR spectra  random forest  weathering