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Role of Cyclone "Ockhi" in the re-distribution of aerosols and its impact on the precipitation over the Arabian Sea 期刊论文
ATMOSPHERIC RESEARCH, 2020, 235
作者:  Nair, Arun;  Das, Siddarth S.;  Thomas, Abin;  Sarangi, Chandan;  Kanawade, Vijay P.
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Ockhi  Arabian Sea  Aerosol-cloud interactions  Cyclogenesis  
Physical-empirical models for prediction of seasonal rainfall extremes of Peninsular Malaysia 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Pour, Sahar Hadi;  Abd Wahab, Ahmad Khairi;  Shahid, Shamsuddin
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Extreme rainfall  Climate forecasting  Physical-empirical model  Machine learning algorithm  Recursive feature elimination  
A MCDM-based framework for selection of general circulation models and projection of spatio-temporal rainfall changes: A case study of Nigeria 期刊论文
ATMOSPHERIC RESEARCH, 2019, 225: 1-16
作者:  Shiru, Mohammed Sanusi;  Shahid, Shamsuddin;  Chung, Eun-Sung;  Alias, Noraliani;  Scherer, Laura
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/27
Feature selection method  General circulation model  Information entropy  Statistical downscaling  Random forest  
Identify optimal predictors of statistical downscaling of summer daily precipitation in China from three-dimensional large-scale variables 期刊论文
ATMOSPHERIC RESEARCH, 2019, 224: 99-113
作者:  Liu, Yonghe;  Feng, Jinming;  Shao, Yuehong;  Li, Jianlin
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Statistical downscaling  Predictor selection  Generalized linear models  Grid box selection  Nash-Sutcliffe efficiency  
An approach to revising the climate forecast system reanalysis rainfall data in a sparsely-gauged mountain basin 期刊论文
ATMOSPHERIC RESEARCH, 2019, 220: 194-205
作者:  Yu, Zexing;  Wu, Jiefeng;  Chen, Xiaohong
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
Rainfall  Climate forecast system reanalysis (CFSR)  Hydrological model  Sparsely-gauged mountain basin  
Evaluation of the GSMaP_Gauge products using rain gauge observations and SWAT model in the Upper Hanjiang River Basin 期刊论文
ATMOSPHERIC RESEARCH, 2019, 219: 153-165
作者:  Deng, Pengxin;  Zhang, Mingyue;  Bing, Jianping;  Jia, Jianwei;  Zhang, Dongdong
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
GSMaP_Gauge  Rainfall  Precipitation correction  SWAT  Hanjiang River Basin  
An improved retrieval method of atmospheric parameter profiles based on the BP neural network 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 389-397
作者:  Zhao, Yuxin;  Zhou, Di;  Yan, Hualong
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Artificial neural network  Jacobian matrix  Layered retrieval method  Vertical temperature and water vapor profiles  
Temporal and spatial evaluation of satellite rainfall estimates over different regions in Latin-America 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 34-50
作者:  Manuel Baez-Villanueva, Oscar;  Zambrano-Bigiarini, Mauricio;  Ribbe, Lars;  Nauditt, Alexandra;  Diego Giraldo-Osorio, Juan;  Nguyen Xuan Thinh
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
CHIRPSv2  MSWEPv2  Precipitation  Satellite  Upscaling influence  Validation of SREs  
Evaluation of satellite rainfall estimates over the Lake Tana basin at the source region of the Blue Nile River 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 43-53
作者:  Fenta, Ayele Almaw;  Yasuda, Hiroshi;  Shimizu, Katsuyuki;  Ibaraki, Yasuomi;  Haregeweyn, Nigussie;  Kawai, Takayuki;  Belay, Ashebir Sewale;  Sultan, Dagnenet;  Ebabu, Kindiye
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Satellite rainfall estimates  Rain gauge measurements  Rainfall occurrence  Cumulative rainfall  Drought-prone  Ethiopia  
Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 130-149
作者:  Mouatadid, Soukayna;  Raj, Nawin;  Deo, Ravinesh C.;  Adarnowski, Jan F.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Machine learning  Drought prediction  Australia  Standardized Precipitation and Evapotranspiration Index (SPEI)  Hydrological drought  Water management