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A Radar Echo Extrapolation Method Based on the ARUR Network with Multi-Source Data

Jiexin CHEN Zhiqun HU Shujie YUAN Jiajia HUA Xuejiao CHEN Shanghao WANG Guocui LI

气象学报(英文版)2025,Vol.39Issue(6):1477-1488,12.
气象学报(英文版)2025,Vol.39Issue(6):1477-1488,12.DOI:10.1007/s13351-025-5040-2

A Radar Echo Extrapolation Method Based on the ARUR Network with Multi-Source Data

A Radar Echo Extrapolation Method Based on the ARUR Network with Multi-Source Data

Jiexin CHEN 1Zhiqun HU 2Shujie YUAN 3Jiajia HUA 4Xuejiao CHEN 4Shanghao WANG 5Guocui LI6

作者信息

  • 1. State Key Laboratory of Severe Weather Meteorological Science and Technology(LaSW),Chinese Academy of Meteorological Sciences,China Meteorological Administration,Beijing 100081||Key Laboratory of High Impact Weather(special),China Meteorological Administration,Changsha 410000||College of Atmospheric Sciences,Chengdu University of Information Technology,Chengdu 610225
  • 2. State Key Laboratory of Severe Weather Meteorological Science and Technology(LaSW),Chinese Academy of Meteorological Sciences,China Meteorological Administration,Beijing 100081||Key Laboratory of High Impact Weather(special),China Meteorological Administration,Changsha 410000
  • 3. College of Atmospheric Sciences,Chengdu University of Information Technology,Chengdu 610225
  • 4. China Meteorological Administration Xiong'an Atmospheric Boundary Layer Key Laboratory,Xiong'an New Area 071799||Hebei Xiong'an New Area Meteorological Service,Xiong'an New Area 071799
  • 5. State Key Laboratory of Severe Weather Meteorological Science and Technology(LaSW),Chinese Academy of Meteorological Sciences,China Meteorological Administration,Beijing 100081||College of Electronic Engineering,Chengdu University of Information Technology,Chengdu 610225
  • 6. Shijiazhuang Meteorological Bureau,Shijiazhuang 050081
  • 折叠

摘要

关键词

deep learning/radar echo extrapolation/data fusion/self-defined loss function

Key words

deep learning/radar echo extrapolation/data fusion/self-defined loss function

引用本文复制引用

Jiexin CHEN,Zhiqun HU,Shujie YUAN,Jiajia HUA,Xuejiao CHEN,Shanghao WANG,Guocui LI..A Radar Echo Extrapolation Method Based on the ARUR Network with Multi-Source Data[J].气象学报(英文版),2025,39(6):1477-1488,12.

基金项目

Supported by the Key Laboratory of High Impact Weather(special),China Meteorological Administration(2024-K-02),Key Laborat-ory of South China Sea Meteorological Disaster Prevention and Mitigation of Hainan Province(SCSF202301),Natural Science Founda-tion of Hebei Province of China(D2024304002),Open Founds of China Meteorological Administration Hydro-Meteorology Key Labor-atory(23SWQXM007),and Innovation and Development Project of China Meteorological Administration(CXFZ2025J106). (special)

气象学报(英文版)

0894-0525

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