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Development of advanced artificial intelligence models for daily rainfall prediction 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Binh Thai Pham;  Lu Minh Le;  Tien-Thinh Le;  Kien-Trinh Thi Bui;  Vuong Minh Le;  Hai-Bang Ly;  Prakash, Indra
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
Rainfall  Artificial Neural Networks  Robustness analysis  Support Vector Machines  Adaptive Network based Fuzzy Inference System  Particle Swarm Optimization  
Verification of high resolution (12 km) Global Ensemble Prediction System 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Mamgain, Ashu;  Sarkar, Abhijit;  Rajagopal, E. N.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Ensemble Prediction System  Ensemble member  Probabilistic forecasts  Ensemble-spread  Brier score  Reliability diagram  
Accuracy of six years of operational statistical seasonal forecasts of rainfall in Western Australia (2013 to 2018) 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Evans, Fiona H.;  Guthrie, Meredith M.;  Foster, Ian
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
South-West Western Australia  Seasonal rainfall  Statistical seasonal forecast  Forecast validation  Forecast verification  Forecast accuracy  Partial least squares regression  
Sub-daily temporal reconstruction of extreme precipitation events using NWP model simulations 期刊论文
ATMOSPHERIC RESEARCH, 2019, 224: 65-80
作者:  Bliznak, Vojtech;  Kaspar, Marek;  Mueller, Miloslav;  Zacharov, Petr
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Extreme precipitation  Temporal reconstruction  NWP model  Verification  Czech Republic  
Prediction of heat waves in Pakistan using quantile regression forests 期刊论文
ATMOSPHERIC RESEARCH, 2019, 221: 1-11
作者:  Khan, Najeebullah;  Shahid, Shamsuddin;  Juneng, Liew;  Ahmed, Kamal;  Ismail, Tarmizi;  Nawaz, Nadeem
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/26
Extreme temperature  Heat waves  Synoptic climate  Quantile regression forest  Pakistan  
The evaluation of EnVar method including hydrometeors analysis variables for assimilating cloud liquid/ice water path on prediction of rainfall events 期刊论文
ATMOSPHERIC RESEARCH, 2019, 219: 1-12
作者:  Meng, Deming;  Chen, Yaodeng;  Wang, Hongli;  Gao, Yufang;  Potthast, Roland;  Wang, Yuanbing
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
Data assimilation  EnVar method  Hydrometeors  Precipitation forecast  
Effect of hydrometeor species on very-short-range simulations of precipitation using ERAS 期刊论文
ATMOSPHERIC RESEARCH, 2019, 218: 245-256
作者:  Hwang, Seung-On;  Park, Jun;  Kim, Hyun Mee
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
ERA5  Hydrometeor species  Very-short-range precipitation forecast  Nowcasting  High-resolution NWP model  Spin-up problem  
A comparison of the rainfall forecasting skills of the WRF ensemble forecasting system using SPCPT and other cumulus parameterization error representation schemes 期刊论文
ATMOSPHERIC RESEARCH, 2019, 218: 160-175
作者:  Wu, Tianjie;  Min, Jinzhong;  Wu, Shu
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Ensemble forecasts  Stochastic perturbed parameterization tendency  Cumulus parameterization  Precipitation  
Nowcasting of the probability of accumulated precipitation based on the radar echo extrapolation 期刊论文
ATMOSPHERIC RESEARCH, 2019, 216: 1-10
作者:  Pop, Lukas;  Sokol, Zbynek;  Minarova, Jana
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
A statistical method based on the ensemble probability density function for the prediction of "Wind Days" 期刊论文
ATMOSPHERIC RESEARCH, 2019, 216: 106-116
作者:  Tateo, A.;  Miglietta, M. M.;  Fedele, F.;  Menegotto, M.;  Pollice, A.;  Bellotti, R.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Probabilistic prediction approaches  GEFS  Wind day  Heavy events prediction