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Performance Evaluation of Five Machine Learning Algorithms for Estimating Reference Evapotranspiration in an Arid Climate 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 21
作者:  Raza, Ali;  Fahmeed, Romana;  Syed, Neyha Rubab;  Katipoglu, Okan Mert;  Zubair, Muhammad;  Alshehri, Fahad;  Elbeltagi, Ahmed
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
reference evapotranspiration  artificial intelligence techniques  Sindh province  prediction  comparative assessment  limited climatic data  
Runoff Simulation Under Future Climate Change Conditions: Performance Comparison of Data-Mining Algorithms and Conceptual Models 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2022, 卷号: 36, 期号: 4, 页码: 1191-1215
作者:  Yoosefdoost, Icen;  Khashei-Siuki, Abbas;  Tabari, Hossein;  Mohammadrezapour, Omolbani
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
Rainfall-runoff forecasting model  Artificial intelligence techniques  Climate change  LARS  Gamma and M tests  
Efficacy of machine learning techniques in predicting groundwater fluctuations in agro-ecological zones of India 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 785
作者:  Mohapatra, Janaki B.;  Jha, Piyush;  Jha, Madan K.;  Biswal, Sabinaya
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/29
Groundwater-level prediction  Data-driven modeling  ANFIS  DNN  SVM  Agro-Ecological Zone  Machine learning  artificial intelligence techniques  
Evaluation of efficiency of different estimation methods for missing climatological data 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2012, 卷号: 26, 期号: 1, 页码: 59-71
作者:  Kashani, Mahsa Hasanpour;  Dinpashoh, Yagob
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/29
Artificial intelligence and classical techniques  Climatological data  Iran  Missing data