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Impact of Physical Constraints on Deep Learning-Based Downscaling Prediction of Temperature

Minquan XIONG

气象学报(英文版)2025,Vol.39Issue(4):904-919,16.
气象学报(英文版)2025,Vol.39Issue(4):904-919,16.DOI:10.1007/s13351-025-4061-1

Impact of Physical Constraints on Deep Learning-Based Downscaling Prediction of Temperature

Impact of Physical Constraints on Deep Learning-Based Downscaling Prediction of Temperature

Minquan XIONG1

作者信息

  • 1. National Meteorological Centre,China Meteorological Administration,Beijing 100081
  • 折叠

摘要

关键词

deep learning/U-Net/downscaling/explainable artificial intelligence/high temperature

Key words

deep learning/U-Net/downscaling/explainable artificial intelligence/high temperature

引用本文复制引用

Minquan XIONG..Impact of Physical Constraints on Deep Learning-Based Downscaling Prediction of Temperature[J].气象学报(英文版),2025,39(4):904-919,16.

基金项目

Supported by the Key Laboratory of Hydrometeorology,China Meteorological Administration(23SWQXM041). (23SWQXM041)

气象学报(英文版)

0894-0525

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