气象学报（英文版）2025，Vol.39Issue(6)：1510-1526,17.DOI:10.1007/s13351-025-5051-z
Machine Learning Improves Mesoscale Offshore Wind Resource Assessment over the Yellow Sea
Machine Learning Improves Mesoscale Offshore Wind Resource Assessment over the Yellow Sea
Haixing GONG 1Kan YI 2Dinghua YANG 2Wenyu HUANG 3Chenqing FAN 4Ran HAO 5Lina SHA 6Mengke DENG 7Hao ZHANG2
作者信息
- 1. Institute of Science and Technology,China Three Gorges Corporation,Beijing 101199||Department of Atmospheric and Oceanic Sciences & Institute of Atmospheric Sciences,Fudan University,Shanghai 200438
- 2. Institute of Science and Technology,China Three Gorges Corporation,Beijing 101199
- 3. Ministry of Education Key Laboratory for Earth System Modeling,Department of Earth System Science,Tsinghua University,Beijing 100084
- 4. China Three Gorges Group Jiangsu Branch,China Three Gorges Corporation,Nanjing 210019
- 5. Department of Atmospheric and Oceanic Sciences & Institute of Atmospheric Sciences,Fudan University,Shanghai 200438||East China Air Traffic Management Bureau of Civil Aviation Administration of China(CAAC),Shanghai 200335
- 6. Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration,School of Atmospheric Physics,Nanjing University of Information Science & Technology,Nanjing 210044
- 7. Taizhou Meteorological Bureau,Taizhou 225309
- 折叠
摘要
关键词
offshore wind resource assessment/bias correction/machine learning(ML)/convolutional neural net-works with long short-term memory networks and Attention mechanisms(CNN-LSTM-Attention)Key words
offshore wind resource assessment/bias correction/machine learning(ML)/convolutional neural net-works with long short-term memory networks and Attention mechanisms(CNN-LSTM-Attention)引用本文复制引用
Haixing GONG,Kan YI,Dinghua YANG,Wenyu HUANG,Chenqing FAN,Ran HAO,Lina SHA,Mengke DENG,Hao ZHANG..Machine Learning Improves Mesoscale Offshore Wind Resource Assessment over the Yellow Sea[J].气象学报（英文版）,2025,39(6):1510-1526,17.基金项目
Supported by the Scientific Research Project of China Three Gorges Corporation(NBZZ202300197). （NBZZ202300197）
