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How accurate are the machine learning models in improving monthly rainfall prediction in hyper arid environment? 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 633
作者:  Baig, Faisal;  Ali, Luqman;  Faiz, Muhammad Abrar;  Chen, Haonan;  Sherif, Mohsen
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
Rainfall forecasting  Arid regions  Machine learning  Sensitivity analysis  
Comparative Assessment of Reference Evapotranspiration Estimation Using Conventional Method and Machine Learning Algorithms in Four Climatic Regions 期刊论文
发表期刊: PURE AND APPLIED GEOPHYSICS. 出版年: 2020, 卷号: 177, 期号: 9, 页码: 4479-4508
作者:  Raza, Ali;  Shoaib, Muhammad;  Faiz, Muhammad Abrar;  Baig, Faisal;  Khan, Mudasser Muneer;  Ullah, Muhammad Kaleem;  Zubair, Muhammad
收藏  |  浏览/下载：19/0  |  提交时间：2020/05/22
Reference evapotranspiration  machine learning algorithms  cross validation  climatic regions  
Application of non-conventional soft computing approaches for estimation of reference evapotranspiration in various climatic regions 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2020, 卷号: 139, 期号: 3-4, 页码: 1459-1477
作者:  Raza, Ali;  Shoaib, Muhammad;  Khan, Afzaal;  Baig, Faisal;  Faiz, Muhammad Abrar;  Khan, Mudasser Muneer
收藏  |  浏览/下载：38/0  |  提交时间：2020/05/22
Evapotranspiration  Soft computing approaches  Single decision tree  Tree boost  Decision tree forest