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Prediction of meteorological drought and standardized precipitation index based on the random forest (RF), random tree (RT), and Gaussian process regression (GPR) models 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 15, 页码: 43183-43202
作者:  Elbeltagi, Ahmed;  Pande, Chaitanya B. B.;  Kumar, Manish;  Tolche, Abebe Debele;  Singh, Sudhir Kumar;  Kumar, Akshay;  Vishwakarma, Dinesh Kumar
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
Drought  Machine learning  Standardized precipitation index (SPI)  Random forest (RF)  
Comparative Assessment of Improved SVM Method under Different Kernel Functions for Predicting Multi-scale Drought Index 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2023, 卷号: 37, 期号: 3, 页码: 1367-1399
作者:  Pande, Chaitanya B.;  Kushwaha, N. L.;  Orimoloye, Israel R.;  Kumar, Rohitashw;  Abdo, Hazem Ghassan;  Tolche, Abebe Debele;  Elbeltagi, Ahmed
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
SPI  Sensitivity analysis  Support vector machine  Best subset regression  Kernel functions  
Modelling and accessing land degradation vulnerability using remote sensing techniques and the analytical hierarchy process approach 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Tolche, Abebe Debele;  Gurara, Megersa Adugna;  Pham, Quoc Bao;  Anh, Duong Tran
收藏  |  浏览/下载：34/0  |  提交时间：2021/11/19
Land degradation  MODIS NDVI  AHP  land surface temperature  pedological properties  soil and water conservation