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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：18/0  |  提交时间：2024/09/29
Drought  Machine learning  Standardized precipitation index (SPI)  Random forest (RF)  
Performance of Machine Learning Techniques for Meteorological Drought Forecasting in the Wadi Mina Basin, Algeria 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 4
作者:  Achite, Mohammed;  Elshaboury, Nehal;  Jehanzaib, Muhammad;  Vishwakarma, Dinesh Kumar;  Pham, Quoc Bao;  Anh, Duong Tran;  Abdelkader, Eslam Mohammed;  Elbeltagi, Ahmed
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
meteorological drought  semi-arid regions  support vector machine  additive regression  bagging  random subspace  random forest  
GLUE analysis of meteorological-based crop coefficient predictions to derive the explicit equation 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2023, 卷号: 35, 期号: 20, 页码: 14799-14824
作者:  Elbeltagi, Ahmed;  Seifi, Akram;  Ehteram, Mohammad;  Zerouali, Bilel;  Vishwakarma, Dinesh Kumar;  Pandey, Kusum
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/29
Crop coefficient equation  Generalized likelihood uncertainty  Gamma test  Meta-heuristic optimization  
Data intelligence and hybrid metaheuristic algorithms-based estimation of reference evapotranspiration 期刊论文
发表期刊: APPLIED WATER SCIENCE. 出版年: 2022, 卷号: 12, 期号: 7
作者:  Elbeltagi, Ahmed;  Raza, Ali;  Hu, Yongguang;  Al-Ansari, Nadhir;  Kushwaha, N. L.;  Srivastava, Aman;  Vishwakarma, Dinesh Kumar;  Zubair, Muhammad
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Reference evapotranspiration  Additive regression  Sensitivity and regression analysis  Machine learning  Hydrological modeling  
Spatial Variation and Relation of Aerosol Optical Depth with LULC and Spectral Indices 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2022, 卷号: 13, 期号: 12
作者:  Sharma, Vipasha;  Ghosh, Swagata;  Singh, Sultan;  Vishwakarma, Dinesh Kumar;  Al-Ansari, Nadhir;  Tiwari, Ravindra Kumar;  Kuriqi, Alban
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/20
MODIS  MAIAC  AOD  AERONET  LULC  NDVI  NCR  
Data Intelligence Model and Meta-Heuristic Algorithms-Based Pan Evaporation Modelling in Two Different Agro-Climatic Zones: A Case Study from Northern India 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2021, 卷号: 12, 期号: 12
作者:  Kushwaha, Nand Lal;  Rajput, Jitendra;  Elbeltagi, Ahmed;  Elnaggar, Ashraf Y.;  Sena, Dipaka Ranjan;  Vishwakarma, Dinesh Kumar;  Mani, Indra;  Hussein, Enas E.
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
support vector machine  random tree  random subspace  sensitivity analysis  
Development of degraded ravine lands of Western India using Sapota (Achras zapota) plantation with terracing vs. trenching-on-slope-based conservation measures 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT.
作者:  Kumar, Raj;  Bhardwaj, Ajay Kumar;  Rao, Battu Krishna;  Vishwakarma, Anand Kumar;  Bhatnagar, Pratap Ray;  Patra, Sridhar;  Kumar, Gopal;  Kakade, Vijaysinha;  Dinesh, Dhakshanamoorthy;  Pande, Vinod Chandra;  Singh, Gaurav;  Dobhal, Sneha;  Sharma, Narinder Kumar
收藏  |  浏览/下载：14/0  |  提交时间：2021/01/07
carbon stock  ravine  Sapota plantation  soil and water conservation  terracing  trenching  
Soil loss hinders the restoration potential of tree plantations on highly eroded ravine slopes 期刊论文
发表期刊: JOURNAL OF SOILS AND SEDIMENTS.
作者:  Kumar, Raj;  Bhardwaj, A. K.;  Rao, B. K.;  Vishwakarma, A. K.;  Kakade, Vijaysinha;  Dinesh, D.;  Singh, Gaurav;  Kumar, Gopal;  Pande, V. C.;  Bhatnagar, P. R.;  Bagdi, G. L.
收藏  |  浏览/下载：16/0  |  提交时间：2021/01/07
Soil loss  Growth  Productivity  Soil conservation  Restoration  Climate change mitigation