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A Spatial Downscaling Approach for Enhanced Accuracy in High Wind Speed Estimation Using Hybrid Attention Transformer

Jieli LIU Chunxiang SHI Lingling GE Ruian TIE Tao ZHOU Xiaojian CHEN Xiang GU Yue WU Zhanfei SHEN

气象学报（英文版）2025，Vol.39Issue(2)：303-321,19.

气象学报（英文版）2025，Vol.39Issue(2)：303-321,19.DOI:10.1007/s13351-025-4105-6

A Spatial Downscaling Approach for Enhanced Accuracy in High Wind Speed Estimation Using Hybrid Attention Transformer

Jieli LIU ¹Chunxiang SHI ²Lingling GE ²Ruian TIE ²Tao ZHOU ³Xiaojian CHEN ⁴Xiang GU ⁵Yue WU ⁶Zhanfei SHEN⁶

作者信息

1. Datong Meteorological Bureau,Datong 037010
2. National Meteorological Information Centre,China Meteorological Administraion,Beijing 100044
3. Yuncheng Meteorological Bureau,Yuncheng 044000
4. Shanxi Meteorological Information Center,Taiyuan 030006
5. Independent Researcher,Beijing 100044
6. School of Geographical Sciences,Nanjing University of Information Science & Technology,Nanjing 210044
折叠

摘要

关键词

wind/spatial downscaling/China Meteorological Administration's Land Data Assimilation System(CLDAS)/Hybrid Attention Transformer(HAT)

Key words

wind/spatial downscaling/China Meteorological Administration's Land Data Assimilation System(CLDAS)/Hybrid Attention Transformer(HAT)

引用本文复制引用

Jieli LIU,Chunxiang SHI,Lingling GE,Ruian TIE,Tao ZHOU,Xiaojian CHEN,Xiang GU,Yue WU,Zhanfei SHEN..A Spatial Downscaling Approach for Enhanced Accuracy in High Wind Speed Estimation Using Hybrid Attention Transformer[J].气象学报（英文版）,2025,39(2):303-321,19.

基金项目

Supported by the Project of"Advanced Research on Civil Space Technology during the 14th Five-Year Plan"of National Meteorolo-gical Information Centre of China Meteorological Administration(NMICJY202305)and National Natural Science Foundation of China(42205153,42430602,and 92037000). （NMICJY202305）

气象学报（英文版）

ISSN：0894-0525

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