2025
Lyu Y,Wang J, Zhi X, et al. Revealing the circulation patterns most conducive to regional heatwave in Southeast Asia and the mechanisms behind[J].Geophysical Research Letters, 2025, 52(3): e2024GL112190.
Lyu Y,Zhi X, Zhu S, et al. Subseasonal prediction of weekly precipitation anomalies over Southern China during early summer based on predictability analysis and machine learning[J].Atmospheric Research, 2025: 107927.
2024
Lyu Y,Wang J, Zhi X, et al. The characterization, mechanism, predictability, and impacts of the unprecedented 2023 Southeast Asia heatwave[J].npj Climate and Atmospheric Science, 2024, 7(1): 246.
Lyu Y, Zhu S, Zhi X, et al. Significant advancement in subseasonal-to-seasonal summer precipitation ensemble forecast skills in China mainland through an innovative hybrid CSG-UNET method[J]. Environmental Research Letters, 2024, 19(7): 074055.
Fan Y,Lyu Y, Zhu S, et al. Monthly prediction on summer extreme precipitation with a deep learning approach: Experiments over the mid‐to‐lower reaches of the Yangtze River[J].Earth and Space Science, 2024, 11(11): e2024EA003926.
2023
Lyu Y, Zhu S, Zhi X, et al. Improving subseasonal‐to‐seasonal prediction of summer extreme precipitation over southern China based on a deep learning method[J].Geophysical Research Letters, 2023, 50(24): e2023GL106245.
Zhu S,Lyu Y, Wang H, et al. Pavement temperature forecasts based on model output statistics: Experiments for highways in Jiangsu, China[J].Remote Sensing, 2023, 15(16): 3956.
发明专利:
吕阳,智协飞,朱寿鹏,季焱。一种基于多通道卷积神经网络的次季节台风生成预报方法。发明专利已授权。(授权发明专利号:ZL 2023 1 0174997.1)
智协飞,吕阳,季焱,朱寿鹏。一种基于人工智能的精细化城市积水水位拟合方法。发明专利已授权。(授权发明专利号:ZL 2022 1 0605679.1)
智协飞,吕阳,季焱,朱寿鹏。基于改进卷积神经网络的城市积水水位预测方法及系统。发明专利已授权。(授权发明专利号:ZL 2022 1 0815291.4)
朱寿鹏,范怡,吕阳,张玲,智协飞,吉璐莹等。基于多模态融合改进深度学习的极端降水次季节预报方法。发明专利已授权。(授权发明专利号:ZL 20241 0452556.8)