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Gully erosion mapping susceptibility in a Mediterranean environment: A hybrid decision-making model 期刊论文
发表期刊: INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH. 出版年: 2024, 卷号: 12, 期号: 2, 页码: 279-297
作者:  Hitouri, Sliman;  Meriame, Mohajane;  Ajim, Ali Sk;  Pacheco, Quevedo Renata;  Nguyen-Huy, Thong;  Bao, Pham Quoc;  ElKhrachy, Ismail;  Varasano, Antonietta
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Hybrid regularization and weighted subspace algorithms with random forest model for assessing piping erosion in semi-arid ecosystem 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2023, 卷号: 82, 期号: 22
作者:  Lu, Quang-Oai;  Ahmadi, Kourosh;  Mahmoodi, Shirin;  Karami, Ayoob;  Elkhrachy, Ismail;  Mondal, Ismail;  Arshad, Arfan;  Nguyen, Trinh Trong;  Chi, Nguyen Thuy Lan;  Thai, Van Nam
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Land degradation  Piping erosion  Hybrid machine learning  Regularized random forest (RRF)  Weighted subspace random forest (WSRF)