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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：7/0  |  提交时间：2019/04/09
Artificial neural networks  Rainfall forecasting  Multilayer perceptron  
Precipitation Prediction Skill for the West Coast United States: From Short to Extended Range 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (1) : 161-182
作者:  Pan, Baoxiang;  Hsu, Kuolin;  AghaKouchak, Amir;  Sorooshian, Soroosh;  Higgins, Wayne
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
La Nina  Madden-Julian oscillation  Forecast verification  skill  Hindcasts  Probabilistic Quantitative Precipitation Forecasting (PQPF)  Short-range prediction  
Short-Term Precipitation Forecast Based on the PERSIANN System and LSTM Recurrent Neural NetworksN 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (22) : 12543-12563
作者:  Asanjan, Ata Akbari;  Yang, Tiantian;  Hsu, Kuolin;  Sorooshian, Soroosh;  Lin, Junqiang;  Peng, Qidong
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Continuous Assimilation of Lightning Data Using Time-Lagged Ensembles for a Convection-Allowing Numerical Weather Prediction Model 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (17) : 9652-9673
作者:  Wang, Haoliang;  Liu, Yubao;  Zhao, Tianliang;  Liu, Yuewei;  Xu, Mei;  Shen, Si;  Jiang, Yin;  Yang, Honglong;  Feng, Shuanglei
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Data assimilation  Lightning data  Convection-allowing scales  Time-lagged ensembles  EnKF  
Evaluation of Real-Time Convection-Permitting Precipitation Forecasts in China During the 2013-2014 Summer Season 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (2) : 1037-1064
作者:  Zhu, Kefeng;  Xue, Ming;  Zhou, Bowen;  Zhao, Kun;  Sun, Zhengqi;  Fu, Peiling;  Zheng, Yongguang;  Zhang, Xiaoling;  Meng, Qingtao
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
convection-permitting precipitation forecasting  precipitation forecast verification  spatial distribution of precipitation  propagation and diurnal cycle of precipitation  
Multi-model assessment of the impact of soil moisture initialization on mid-latitude summer predictability 期刊论文
CLIMATE DYNAMICS, 2017, 49
作者:  Ardilouze, Constantin;  Batte, L.;  Bunzel, F.;  Decremer, D.;  Deque, M.;  Doblas-Reyes, F. J.;  Douville, H.;  Fereday, D.;  Guemas, V.;  MacLachlan, C.;  Mueller, W.;  Prodhomme, C.
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
Land-surface initialization  Seasonal forecasting  Land-atmosphere coupling  Multi-model  Ensemble forecast  
Evaluation of quantitative precipitation forecasts by TIGGE ensembles for south China during the presummer rainy 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (16)
作者:  Huang, Ling;  Luo, Yali
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09