Extended-range intelligent forecasting of regional heat wave events in Hunan Province during midsummer (July-August) using convolutional neural networks

ZHANG Yi; TAN Guirong; ZHAO Hui; ZENG Lingling; HUANG Chao; FEI Qiming

doi:10.13878/j.cnki.dqkxxb.20241011004

Transactions of Atmospheric Sciences, Volume. 48, Issue 4, 603(2025)

Extended-range intelligent forecasting of regional heat wave events in Hunan Province during midsummer (July-August) using convolutional neural networks

ZHANG Yi¹, TAN Guirong¹, ZHAO Hui^2,3, ZENG Lingling¹, HUANG Chao², and FEI Qiming¹

Author Affiliations

¹State Key Laboratory of Climate System Prediction and Risk Management (CPRM)/Key Laboratory of Meteorological Disaster, Ministry of Education (KLME)/Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD), Nanjing University of Information Science and Technology, Nanjing 210044, China

²Hunan Provincial Climate Center, Changsha 410119, China

³Dongting Lake National Climate Observatory, Yueyang 414000, China

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ZHANG Yi, TAN Guirong, ZHAO Hui, ZENG Lingling, HUANG Chao, FEI Qiming. Extended-range intelligent forecasting of regional heat wave events in Hunan Province during midsummer (July-August) using convolutional neural networks[J]. Transactions of Atmospheric Sciences, 2025, 48(4): 603

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Paper Information

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Received: Oct. 11, 2024

Accepted: Aug. 21, 2025

Published Online: Aug. 21, 2025

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DOI:10.13878/j.cnki.dqkxxb.20241011004

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