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A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Tian, Di;  He, Xiaogang;  Srivastava, Puneet;  Kalin, Latif
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/29
Reservoir inflow forecast  Machine learning  Dynamic climate forecast  Climate indices  Satellite-based soil moisture and evaporation  Multi-model ensemble  
A Regional Blended Precipitation Dataset over Pakistan Based on Regional Selection of Blending Satellite Precipitation Datasets and the Dynamic Weighted Average Least Squares Algorithm 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 24
作者:  Rahman, Khalil Ur;  Shang, Songhao
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
blended precipitation datasets  weighted average least squares algorithm  regional and seasonal evaluation  complex topography  diverse climate  Pakistan  
An Appraisal of Dynamic Bayesian Model Averaging-based Merged Multi-Satellite Precipitation Datasets Over Complex Topography and the Diverse Climate of Pakistan 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 1
作者:  Rahman, Khalil Ur;  Shang, Songhao;  Shahid, Muhammad;  Wen, Yeqiang
收藏  |  浏览/下载：10/0  |  提交时间：2020/05/22
satellite precipitation  merged multi-satellite precipitation dataset  Dynamic Bayesian Model Averaging  regional and seasonal evaluation  complex topography  diverse climate  Pakistan  
Application of a Dynamic Clustered Bayesian Model Averaging (DCBA) Algorithm for Merging Multisatellite Precipitation Products over Pakistan 期刊论文
发表期刊: JOURNAL OF HYDROMETEOROLOGY. 出版年: 2020, 卷号: 21, 期号: 1, 页码: 17-37
作者:  Rahman, Khalil Ur;  Shang, Songhao;  Shahid, Muhammad;  Wen, Yeqiang;  Khan, Zeeshan
收藏  |  浏览/下载：14/0  |  提交时间：2020/03/23
Precipitation  Remote sensing  Bayesian methods  Ensembles