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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：30/0  |  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：16/0  |  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  
Spatial prediction of soil micronutrients using machine learning algorithms integrated with multiple digital covariates 期刊论文
发表期刊: NUTRIENT CYCLING IN AGROECOSYSTEMS. 出版年: 2023, 卷号: 127, 期号: 1, 页码: 137-153
作者:  Keshavarzi, Ali;  Kaya, Fuat;  Basayigit, Levent;  Gyasi-Agyei, Yeboah;  Rodrigo-Comino, Jesus;  Caballero-Calvo, Andres
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Arid regions  Digital soil mapping  Expert opinion  Feature selection  Remote sensing  
Assessing Machine Learning-Based Prediction under Different Agricultural Practices for Digital Mapping of Soil Organic Carbon and Available Phosphorus 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2022, 卷号: 12, 期号: 7
作者:  Kaya, Fuat;  Keshavarzi, Ali;  Francaviglia, Rosa;  Kaplan, Gordana;  Basayigit, Levent;  Dedeoglu, Mert
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/20
digital soil mapping  landsat 8 OLI  sentinel 2A MSI  soil organic carbon  phosphorus  environmental covariates  machine learning  hybrid techniques  land use  arid regions  
Predictive Mapping of Electrical Conductivity and Assessment of Soil Salinity in a Western Turkiye Alluvial Plain 期刊论文
发表期刊: LAND. 出版年: 2022, 卷号: 11, 期号: 12
作者:  Kaya, Fuat;  Schillaci, Calogero;  Keshavarzi, Ali;  Basayigit, Levent
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
soil salinization  digital soil mapping  CORINE  human-induced salinization  irrigation-associated salinity  agricultural regions  sentinel 2 MSI  environmental covariates  remote sensing  Mediterranean region