Arid

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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:13/0  |  提交时间:2024/10/04
Rainfall forecasting  Arid regions  Machine learning  Sensitivity analysis  
Gulf Cooperation Council countries? water and climate research to strengthen UN?s SDGs 6 and 13 期刊论文
发表期刊: HELIYON. 出版年: 2023, 卷号: 9, 期号: 3
作者:  Sherif, Mohsen;  Abrar, Muhammad;  Baig, Faisal;  Kabeer, Saifudeen
收藏  |  浏览/下载:11/0  |  提交时间:2024/09/29
Climate change  SDG 6  SDG 13  GCC Countries  Groundwater  Desalination  
Water resources availability, sustainability and challenges in the GCC countries: An overview 期刊论文
发表期刊: HELIYON. 出版年: 2023, 卷号: 9, 期号: 10
作者:  Sherif, Mohsen;  Liaqat, Muhammad Usman;  Baig, Faisal;  Al-Rashed, Mohammad
收藏  |  浏览/下载:12/0  |  提交时间:2024/09/29
GCC countries  water resources  management  sustainability  climate change  
Evaluation of Precipitation Estimates from Remote Sensing and Artificial Neural Network Based Products (PERSIANN) Family in an Arid Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 4
作者:  Baig, Faisal;  Abrar, Muhammad;  Chen, Haonan;  Sherif, Mohsen
收藏  |  浏览/下载:17/0  |  提交时间:2024/09/29
PERSIANN precipitation products  UAE  rainfall evaluation  extreme precipitation indices  IDF curves  
Rainfall Consistency, Variability, and Concentration over the UAE: Satellite Precipitation Products vs. Rain Gauge Observations 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 22
作者:  Baig, Faisal;  Abrar, Muhammad;  Chen, Haonan;  Sherif, Mohsen
收藏  |  浏览/下载:11/0  |  提交时间:2024/09/20
precipitation consistency  precipitation concentration  satellite precipitation products  rainfall variability  UAE  
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:17/0  |  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:31/0  |  提交时间:2020/05/22
Evapotranspiration  Soft computing approaches  Single decision tree  Tree boost  Decision tree forest