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Forecasting Different Types of Convective Weather: A Deep Learning ApproachOACSTPCD

Forecasting Different Types of Convective Weather: A Deep Learning Approach

Kanghui ZHOU;Yongguang ZHENG;Bo LI;Wansheng DONG;Xiaoling ZHANG

Chinese Academy of Meteorological Sciences, China Meteorological Administration, Beijing100081, ChinaUniversity of Chinese Academy of Sciences, Beijing100049, ChinaNational Meteorological Center, China Meteorological Administration, Beijing100081, ChinaNational Meteorological Center, China Meteorological Administration, Beijing100081, ChinaUniversity of Illinois at Urbana-Champaign, Champaign, IL61820, USA

deep learningconvolutional neural networkconvective weatherforecasting

deep learningconvolutional neural networkconvective weatherforecasting

《气象学报(英文版)》 2019 (5)

797-809,13

Supported by the National Key Research and Development Program of China (2017YFC1502000 and 2018YFC1507504) and Natio-nal Natural Science Foundation of China (41375051). Li's research is partially supported by AGS-1602845 and DMS-1830312 of the US National Science Foundation.

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