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Evaluation of the gully erosion susceptibility by using UAV and hybrid models based on machine learning 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2024, 卷号: 244
作者:  Wang, Qian;  Tang, Bohui;  Wang, Kailin;  Shi, Jiannan;  Li, Meiling
收藏  |  浏览/下载：11/0  |  提交时间：2024/10/04
Gully erosion susceptibility mapping  Hybrid model  MOORA  Machine learning  Ordos  
Evaluating the effectiveness and robustness of machine learning models with varied geo-environmental factors for determining vulnerability to water flow-induced gully erosion 期刊论文
发表期刊: FRONTIERS IN ENVIRONMENTAL SCIENCE. 出版年: 2023, 卷号: 11
作者:  Aboutaib, Fatima;  Krimissa, Samira;  Pradhan, Biswajeet;  Elaloui, Abdenbi;  Ismaili, Maryem;  Abdelrahman, Kamal;  Eloudi, Hasna;  Ouayah, Mustapha;  Ourribane, Malika;  Namous, Mustapha
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
gully erosion vulnerability  machine learning  conditioning factors  Ahmed El Hanssali watershed  mountainous region  vulnerability mapping  El Hanssali watershed  
Assessment of the gully erosion susceptibility using three hybrid models in one small watershed on the Loess Plateau 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2022, 卷号: 223
作者:  Wang, Ziguan;  Zhang, Guanghui;  Wang, Chengshu;  Xing, Shukun
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Gully erosion susceptibility mapping  Hybrid model  VIKOR  Machine learning  The Loess Plateau  
Use of TanDEM-X and Sentinel Products to Derive Gully Activity Maps in Kunene Region (Namibia) Based on Automatic Iterative Random Forest Approach 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 607-623
作者:  Orti, Miguel Vallejo;  Winiwarter, Lukas;  Corral-Pazos-de-Provens, Eva;  Williams, Jack G.;  Bubenzer, Olaf;  Hoefle, Bernhard
收藏  |  浏览/下载：36/0  |  提交时间：2021/11/19
Soil  Vegetation mapping  Training data  Degradation  Random forests  Agriculture  Three-dimensional displays  Arid regions  automatic classification  gully erosion  iterative learning  land degradation  Namibia  random forest (RF)  soil erosion mapping  
Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 15
作者:  Phinzi, Kwanele;  Abriha, David;  Szabo, Szilard
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/29
satellite imagery  gully mapping  machine learning  random forest  support vector machines  South Africa  semi-arid environment  
GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 15
作者:  Lei, Xinxiang;  Chen, Wei;  Avand, Mohammadtaghi;  Janizadeh, Saeid;  Kariminejad, Narges;  Shahabi, Hejar;  Costache, Romulus;  Shahabi, Himan;  Shirzadi, Ataollah;  Mosavi, Amir
收藏  |  浏览/下载：20/0  |  提交时间：2021/01/07
machine learning  GIS  gully erosion  susceptibility mapping  head-cut erosion  Iran