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Conditional Generative Adversarial Networks Enhance Atmospheric Thermodynamic Profile Retrieval from Ground-Based Microwave Radiometer Measurements

Disong FU Yunjie XIA Maoling AYITIKAN Kai CHENG Ling ZHAO Xia LI Jingmiao ZHU Dazhi YANG Ruiting LIU Hongrong SHI Guangyu GAO Xinlei HAN Xiang'ao XIA

气象学报（英文版）2025，Vol.39Issue(5)：1167-1184,18.

气象学报（英文版）2025，Vol.39Issue(5)：1167-1184,18.DOI:10.1007/s13351-025-5017-1

Conditional Generative Adversarial Networks Enhance Atmospheric Thermodynamic Profile Retrieval from Ground-Based Microwave Radiometer Measurements

Disong FU ¹Yunjie XIA ²Maoling AYITIKAN ³Kai CHENG ³Ling ZHAO ³Xia LI ³Jingmiao ZHU ⁴Dazhi YANG ⁵Ruiting LIU ⁶Hongrong SHI ⁷Guangyu GAO ⁸Xinlei HAN ⁹Xiang'ao XIA¹⁰

作者信息

1. State Key Laboratory of Atmospheric Environment and Extreme Meteorology,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029||Key Laboratory of Urban Meteorology,China Meteorological Administration,Beijing 100089||Key Laboratory of Middle Atmosphere and Global Environment Observation,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029
2. Beijing Meteorological Observation Centre,China Meteorological Administration,Beijing 100176
3. Institute of Desert Meteorology,China Meteorological Administration,Urumqi 830002
4. Key Laboratory of Middle Atmosphere and Global Environment Observation,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029||Lanzhou University,Lanzhou 730000
5. School of Electrical Engineering and Automation,Harbin Institute of Technology,Harbin 150006
6. Key Laboratory of Urban Meteorology,China Meteorological Administration,Beijing 100089
7. State Key Laboratory of Atmospheric Environment and Extreme Meteorology,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029
8. Department of Mathematics,Harbin Institute of Technology,Harbin 150001
9. National Institute of Natural Hazards,Ministry of Emergency Management of China,Beijing 100085||Key Laboratory of Compound and Chained Natural Hazards Dynamics,Ministry of Emergency Management of China,Beijing 100085
10. Key Laboratory of Middle Atmosphere and Global Environment Observation,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029
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摘要

关键词

generative adversarial network/temperature/humidity/microwave radiometer/optimal estimation

Key words

generative adversarial network/temperature/humidity/microwave radiometer/optimal estimation

引用本文复制引用

Disong FU,Yunjie XIA,Maoling AYITIKAN,Kai CHENG,Ling ZHAO,Xia LI,Jingmiao ZHU,Dazhi YANG,Ruiting LIU,Hongrong SHI,Guangyu GAO,Xinlei HAN,Xiang'ao XIA..Conditional Generative Adversarial Networks Enhance Atmospheric Thermodynamic Profile Retrieval from Ground-Based Microwave Radiometer Measurements[J].气象学报（英文版）,2025,39(5):1167-1184,18.

基金项目

Supported by the Strategic Priority Research Program of the Chinese Academy of Sciences(XDB0760402),Open Funding of the Key Laboratory of Urban Meteorology of China Meteorological Administration(LUM-2024-06),National Natural Science of Foundation of China(42075079,42105128,42275091,and 12271129),National Key Research and Development Program of China(2024YFC3713501 and 2023YFF0714804). （XDB0760402）

气象学报（英文版）

ISSN：0894-0525

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