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Improving Wind Forecasts Using a Gale-Aware Deep Attention Network

Keran CHEN Yuan ZHOU Ping WANG Pingping WANG Xiaojun YANG Nan ZHANG Di WANG

气象学报(英文版)2023,Vol.37Issue(6):775-789,15.
气象学报(英文版)2023,Vol.37Issue(6):775-789,15.DOI:10.1007/s13351-023-3020-y

Improving Wind Forecasts Using a Gale-Aware Deep Attention Network

Improving Wind Forecasts Using a Gale-Aware Deep Attention Network

Keran CHEN 1Yuan ZHOU 2Ping WANG 1Pingping WANG 3Xiaojun YANG 4Nan ZHANG 4Di WANG1

作者信息

  • 1. School of Electrical and Information Engineering,Tianjin University,Tianjin 300072||Joint Laboratory of Intelligent Identification & Nowcasting Service for Convective System,CMA Public Meteorological Service Centre,China Meteorological Administration(CMA),Beijing 100081
  • 2. School of Electrical and Information Engineering,Tianjin University,Tianjin 300072
  • 3. Joint Laboratory of Intelligent Identification & Nowcasting Service for Convective System,CMA Public Meteorological Service Centre,China Meteorological Administration(CMA),Beijing 100081||Qingdao Academy of Chinese Medical Science,Shandong University of Traditional Chinese Medicine,Qingdao 266112
  • 4. Tianjin Meteorological Observatory,Tianjin 300074
  • 折叠

摘要

关键词

wind speed prediction/deep attention network/numerical model/three-dimensional(3D)fully convolu-tional network/attention mechanism

Key words

wind speed prediction/deep attention network/numerical model/three-dimensional(3D)fully convolu-tional network/attention mechanism

引用本文复制引用

Keran CHEN,Yuan ZHOU,Ping WANG,Pingping WANG,Xiaojun YANG,Nan ZHANG,Di WANG..Improving Wind Forecasts Using a Gale-Aware Deep Attention Network[J].气象学报(英文版),2023,37(6):775-789,15.

基金项目

Supported by the National Natural Science Foundation of China(62106169). (62106169)

气象学报(英文版)

OACSCDCSTPCD

0894-0525

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