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Spatial variability of some heavy metals in arid harrats soils: Combining machine learning algorithms and synthetic indexes based-multitemporal Landsat 8/9 to establish background levels 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 234
作者:  Sulieman, Magboul M.;  Kaya, Fuat;  Keshavarzi, Ali;  Hussein, Abdullahi M.;  Al-Farraj, Abdullah S.;  Brevik, Eric C.
收藏  |  浏览/下载：37/0  |  提交时间：2024/10/04
Digital soil mapping  Environmental covariates  Geogenic origin  Harmful metals  Multivariate statistical analysis  
Application of Machine Learning Algorithms for Digital Mapping of Soil Salinity Levels and Assessing Their Spatial Transferability in Arid Regions 期刊论文
发表期刊: LAND. 出版年: 2023, 卷号: 12, 期号: 9
作者:  Sulieman, Magboul M.;  Kaya, Fuat;  Elsheikh, Mohammed A.;  Basayigit, Levent;  Francaviglia, Rosa
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
dryland  digital soil mapping  environmental similarity  Google Earth Engine  remote sensing  SAR  Sentinel 2 MSI  salinization  transfer learning  
Determining the spatial distribution of soil properties using the environmental covariates and multivariate statistical analysis: a case study in semi-arid regions of Iran 期刊论文
发表期刊: Journal of Arid Land. 出版年: 2019, 卷号: 11, 期号: 4, 页码: 551-566
作者:  Zeraatpisheh Mojtaba;  Ayoubi Shamsollah;  Sulieman Magboul;  Rodrigo-Comino Jesus
收藏  |  浏览/下载：20/0  |  提交时间：2021/01/08
soil properties  remote sensing data  topographical attributes  multivariate statistical analyses  geographic information systems  land management  
Determining the spatial distribution of soil properties using the environmental covariates and multivariate statistical analysis: a case study in semi-arid regions of Iran 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2019, 卷号: 11, 期号: 4, 页码: 551-566
作者:  Zeraatpisheh, Mojtaba;  Ayoubi, Shamsollah;  Sulieman, Magboul;  Rodrigo-Comino, Jesus
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/29
soil properties  remote sensing data  topographical attributes  multivariate statistical analyses  geographic information systems  land management