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Digital soil mapping for soil types using machine learning approaches at the landscape scale in the arid regions of Iran 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2024, 卷号: 74, 期号: 1, 页码: 1-16
作者:  Manteghi, Shaho;  Moravej, Kamran;  Mousavi, Seyed Roohollah;  Delavar, Mohammad Amir;  Mastinu, Andrea
收藏  |  浏览/下载：43/0  |  提交时间：2024/10/04
Alluvial landform  Arid landscape  Boosted regression tree  Environmental covariates  Random forest  
Integrating proximal soil sensing data and environmental variables to enhance the prediction accuracy for soil salinity and sodicity in a region of Xinjiang Province, China 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2024, 卷号: 364
作者:  Zhao, Shuai;  Ayoubi, Shamsollah;  Mousavi, Seyed Roohollah;  Mireei, Seyed Ahmad;  Shahpouri, Faezeh;  Wu, Shi-xin;  Chen, Chun-bo;  Zhao, Zhen-yong;  Tian, Chang-yan
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Machine learning models  Salinity and sodicity maps  Digital soil mapping  Arid region  
Cause-effect relationships using structural equation modeling for soil properties in arid and semi-arid regions 期刊论文
发表期刊: CATENA. 出版年: 2023, 卷号: 232
作者:  Mousavi, Seyed Roohollah;  Sarmadian, Fereydoon;  Angelini, Marcos Esteban;  Bogaert, Patrick;  Omid, Mahmoud
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Multivariate analysis  Modification method  Soil system  Environmental covariates  Conceptual model  
Three-dimensional mapping of soil organic carbon using soil and environmental covariates in an arid and semi-arid region of Iran 期刊论文
发表期刊: MEASUREMENT. 出版年: 2022, 卷号: 201
作者:  Mousavi, Seyed Roohollah;  Sarmadian, Fereydoon;  Omid, Mahmoud;  Bogaert, Patrick
收藏  |  浏览/下载：8/0  |  提交时间：2024/09/20
Soil organic carbon  Digital soil mapping  Partial dependency  Machine learning  Hybridization