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Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 208
作者:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
Predicting heavy metal contents by applying machine learning approaches and environmental covariates in west of Iran 期刊论文
发表期刊: JOURNAL OF GEOCHEMICAL EXPLORATION. 出版年: 2022, 卷号: 233
作者:  Azizi, Kamran;  Ayoubi, Shamsollah;  Nabiollahi, Kamal;  Garosi, Younes;  Gislum, Rene
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
Digital soil mapping  Topographic attributes  Remote sensing  Soil properties  Pollution  
Effects of different sources and spatial resolutions of environmental covariates on predicting soil organic carbon using machine learning in a semi-arid region of Iran 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2022, 卷号: 29
作者:  Garosi, Younes;  Ayoubi, Shamsollah;  Nussbaum, Madlene;  Sheklabadi, Mohsen
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Covariate  Pixel size  Different data sources  Entisols  Inceptisols  Uncertainty  
Comparison of differences in resolution and sources of controlling factors for gully erosion susceptibility mapping 期刊论文
发表期刊: GEODERMA. 出版年: 2018, 卷号: 330, 页码: 65-78
作者:  Garosi, Younes;  Sheklabadi, Mohsen;  Pourghasemi, Hamid Reza;  Besalatpour, Ali Asghar;  Conoscenti, Christian;  Van Oost, Kristof
收藏  |  浏览/下载：23/0  |  提交时间：2019/11/29
Gully erosion  Machine learning model  Remote sensing data  Robustness  Topographic attribute