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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：25/0  |  提交时间：2024/09/29
Land degradation  Piping erosion  Hybrid machine learning  Regularized random forest (RRF)  Weighted subspace random forest (WSRF)  
Spatial prediction of the urban inter-annual land surface temperature variability: An integrated modeling approach in a rapidly urbanizing semi-arid region 期刊论文
发表期刊: SUSTAINABLE CITIES AND SOCIETY. 出版年: 2023, 卷号: 93
作者:  Mokhtari, Zahra;  Amani-Beni, Majid;  Asgarian, Ali;  Russo, Alessio;  Qureshi, Salman;  Karami, Ayoob
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Cellular automata  Landscape metrics  Spatial pattern  Urban landscape planning  Karaj