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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：19/0  |  提交时间：2020/07/02
Extreme rainfall  Climate forecasting  Physical-empirical model  Machine learning algorithm  Recursive feature elimination  
Improved Dynamic System Response Curve Method for Real-Time Flood Forecast Updating 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (9) : 7493-7519
作者:  Si, Wei;  Gupta, Hoshin, V;  Bao, Weimin;  Jiang, Peng;  Wang, Wenzhuo
收藏  |  浏览/下载：27/0  |  提交时间：2019/11/27
improved DSRC  real-time flood forecasting  rainfall heterogeneity  spatially distributed rainfall error estimation  ridge estimation  operational hydrology  
Ensemble flood forecasting based on a coupled atmospheric-hydrological modeling system with data assimilation 期刊论文
ATMOSPHERIC RESEARCH, 2019, 224: 127-137
作者:  Tian, Jiyang;  Liu, Jia;  Yan, Denghua;  Ding, Liuqian;  Li, Chuanzhe
收藏  |  浏览/下载：20/0  |  提交时间：2019/11/27
Numerical weather prediction  Data assimilation  Rainfall-runoff model  Atmospheric-hydrological modeling system  Ensemble flood forecasting  
Rainfall prediction methodology with binary multilayer perceptron neural networks 期刊论文
CLIMATE DYNAMICS, 2019, 52: 2319-2331
作者:  Esteves, Joao Trevizoli;  Rolim, Glauco de Souza;  Ferraudo, Antonio Sergio
收藏  |  浏览/下载：14/0  |  提交时间：2019/04/09
Artificial neural networks  Rainfall forecasting  Multilayer perceptron  
Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 450-464
作者:  Ali, Mumtaz;  Deo, Ravinesh C.;  Downs, Nathan J.;  Maraseni, Tek
收藏  |  浏览/下载：25/0  |  提交时间：2019/04/09
Rainfall forecasting  Markov chain Monte Carlo simulation  Copulas  Bat algorithm  OS-ELM  ELM  And RF  
Seasonal Predictability of Summer Rainfall over South America 期刊论文
JOURNAL OF CLIMATE, 2018, 31 (20) : 8181-8195
作者:  Bombardi, Rodrigo J.;  Trenary, Laurie;  Pegion, Kathy;  Cash, Benjamin;  DelSole, Timothy;  Kinter, James L., III
收藏  |  浏览/下载：31/0  |  提交时间：2019/04/09
South America  Rainfall  Statistical techniques  Forecast verification  skill  Seasonal forecasting  Coupled models  
The asymmetric response of Yangtze river basin summer rainfall to El Nino/La Nina 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (2)
作者:  Hardiman, Steven C.;  Dunstone, Nick J.;  Scaife, Adam A.;  Bett, Philip E.;  Li, Chaofan;  Lu, Bo;  Ren, Hong-Li;  Smith, Doug M.;  Stephan, Claudia C.
收藏  |  浏览/下载：21/0  |  提交时间：2019/04/09
seasonal forecasting  Yangtze basin rainfall  ENSO  asymmetric rainfall response  Indian Ocean  
Numerical simulation of urban land surface effects on summer convective rainfall under different UHI intensity in Beijing 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (15)
作者:  Zhang, Yizhou;  Miao, Shiguang;  Dai, Yongjiu;  Bornstein, Robert
收藏  |  浏览/下载：15/0  |  提交时间：2019/04/09
Weather Research and Forecasting model  urban canopy model  urban heat island intensity  urban land surface  convective rainfall  
Large-scale ocean-atmospheric processes and seasonal rainfall variability in South Australia: accounting for non-linearity and establishing the hierarchy of influence 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37
作者:  Tozer, C. R.;  Kiem, A. S.
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09
rainfall variability  seasonal forecasting  Partial Mutual Information  ENSO  IOD  subtropical ridge  non-linear  blocking  
Large-scale ocean-atmospheric processes and seasonal rainfall variability in South Australia: potential for improving seasonal hydroclimatic forecasts 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37
作者:  Tozer, C. R.;  Kiem, A. S.;  Verdon-Kidd, D. C.
收藏  |  浏览/下载：18/0  |  提交时间：2019/04/09
rainfall variability  seasonal forecasting  ocean-atmospheric  ENSO  IOD  SAM  IPO  PDO  ENSO Modoki  STR  blocking  climate