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Identifying Subtropical Highs by Integrating Machine Learning with Fengyun-4 Satellite Observations

寿亦萱 陆风 毛冬艳 任素玲 李冠楠

气象学报(英文版)2026,Vol.40Issue(2):454-470,17.
气象学报(英文版)2026,Vol.40Issue(2):454-470,17.DOI:10.1007/s13351-026-5212-8

Identifying Subtropical Highs by Integrating Machine Learning with Fengyun-4 Satellite Observations

Identifying Subtropical Highs by Integrating Machine Learning with Fengyun-4 Satellite Observations

寿亦萱 1陆风 1毛冬艳 1任素玲 1李冠楠1

作者信息

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摘要

关键词

subtropical high/geostationary satellite/outgoing longwave radiation(OLR)/piecewise classification decision tree ensemble method/numerical weather forecasting/Typhoon

Key words

subtropical high/geostationary satellite/outgoing longwave radiation(OLR)/piecewise classification decision tree ensemble method/numerical weather forecasting/Typhoon

引用本文复制引用

寿亦萱,陆风,毛冬艳,任素玲,李冠楠..Identifying Subtropical Highs by Integrating Machine Learning with Fengyun-4 Satellite Observations[J].气象学报(英文版),2026,40(2):454-470,17.

基金项目

Supported by the Special Project for Innovation and Development of China Meteorological Administration(CXFZ2025J061)and the Heavy Rainfall Research Foundation of China(BYKJ2025M16). (CXFZ2025J061)

气象学报(英文版)

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