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Years of the Maritime Continent 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (12)
作者:  Yoneyama, K.;  Zhang, C.
收藏  |  浏览/下载：9/0  |  提交时间：2020/06/01
Indo-Pacific Maritime Continent  YMC  International Field Program  
Hybrid Prediction of Weekly Tornado Activity Out to Week 3: Utilizing Weather Regimes 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Miller, Douglas E.;  Wang, Zhuo;  Trapp, Robert J.;  Harnos, Daniel S.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
tornado prediction  hybrid prediction  weather regimes  extended range  
A Machine Learning-Based Global Atmospheric Forecast Model 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Szunyogh, Istvan;  Arcomano, Troy;  Pathak, Jaideep;  Wikner, Alexander;  Hunt, Brian;  Ott, Edward
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
The Impact of Radiosounding Observations on Numerical Weather Prediction Analyses in the Arctic 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (14) : 8527-8535
作者:  Naakka, T.;  Nygard, T.;  Tjernstrom, M.;  Vihma, T.;  Pirazzini, R.;  Brooks, M.
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/27
radiosoundings  observational network  data assimilation  Arctic  
Grid- Versus Station-Based Postprocessing of Ensemble Temperature Forecasts 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (13) : 7744-7751
作者:  Feldmann, Kira;  Richardson, David S.;  Gneiting, Tilmann
收藏  |  浏览/下载：10/0  |  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
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  
Role of Arctic Sea Ice in the 2014-2015 Eurasian Warm Winter 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (1) : 337-345
作者:  Xie, Jinbo;  Zhang, Minghua;  Liu, Hailong
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Arctic sea ice  climate extreme  probability  skewness  risk assessment  
Toward Data-Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (22) : 12616-12622
作者:  Scher, S.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
machine learning  weather prediction  neural networks  deep learning  climate models