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Machine Learning Approach to Characterize the Postseismic Deformation of the 2011 Tohoku-Oki Earthquake Based on Recurrent Neural Network 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (21) : 11886-11892
作者:  Yamaga, Norifumi;  Mitsui, Yuta
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/17
Machine learning  Recurrent neural network  GNSS  2011 Tohoku-oki earthquake  Postseismic deformation  Regression analysis  
Improving Atmospheric River Forecasts With Machine Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Chapman, W. E.;  Subramanian, A. C.;  Delle Monache, L.;  Xie, S. P.;  Ralph, F. M.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
atmospheric river  machine learning  convolutional neural network  postprocess  forecasting  
Seasonal Predictability of the Winter North Atlantic Oscillation From a Jet Stream Perspective 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (16) : 10159-10167
作者:  Parker, Tess;  39;Reilly, Chris
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Seasonal Prediction Potential for Springtime Dustiness in tine United states 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (15) : 9163-9173
作者:  Pu, Bing;  Ginoux, Paul;  Kapnick, Sarah B.;  Yang, Xiaosong
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Advancements in Hurricane Prediction With NOAA's Next-Generation Forecast System 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (8) : 4495-4501
作者:  Chen, Jan-Huey;  Lin, Shian-Jiann;  Magnusson, Linus;  Bender, Morris;  Chen, Xi;  Zhou, Linjiong;  Xiang, Baoqiang;  Rees, Shannon;  Morin, Matthew;  Harris, Lucas
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/26
How Well Does an FV3-Based Model Predict Precipitation at a Convection-Allowing Resolution? Results From CAPS Forecasts for the 2018 NOAA Hazardous Weather Test Bed With Different Physics Combinations 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (6) : 3523-3531
作者:  Zhang, Chunxi;  Xue, Ming;  Supinie, Timothy A.;  Kong, Fanyou;  Snook, Nathan;  Thomas, Kevin W.;  Brewster, Keith;  Jung, Youngsun;  Harris, Lucas M.;  Lin, Shian-Jiann
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
Global Ensemble Forecast System (GEFS) Predictions of Days 1-15 US Tornado and Hail Frequencies 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (5) : 2922-2930
作者:  Gensini, Vittorio A.;  Tippett, Michael K.
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/26
tornado  hail  forecasting  ensemble  GFS  meteorology  
How Global Warming Changes the Difficulty of Synoptic Weather Forecasting 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (5) : 2931-2939
作者:  Scher, S.;  Messori, G.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
ensemble forecasts  climate change  forecast uncertainty  synoptic meteorology  
A Preliminary Impact Study of CYGNSS Ocean Surface Wind Speeds on Numerical Simulations of Hurricanes 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (5) : 2984-2992
作者:  Cui, Zhiqiang;  Pu, Zhaoxia;  Tallapragada, Vijay;  Atlas, Robert;  Ruf, Christopher S.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
CYGNSS  ocean surface winds  data assimilation  tropical cyclone