研究领域
-
主要从事深度学习在天气气候领域的应用研究-动力模式季节预报后处理、卫星数据反演、逐日最高气温预报等
论文成果
-
Tong Xuan.Improving boreal summer precipitation predictions from the global NMME through Res34-Unet.Geophysical Research Letters.2024
-
Tong Xuan.Multidecadal oceanic modulation of summer precipitation in North China in 1200-year global climate simulations.Journal of Climate.2023
-
Tong Xuan.The deep-learning-based fast efficient nighttime retrieval of thermodynamic phase from Himawari-8 AHI measurements..Geophysical Research Letters.2023
-
Tong Xuan.Decisive Atmospheric Circulation Indices for July–August Precipitation in North China Based on Tree Models..Journal of Hydrometeorology.2019
-
童宣.近百年中国两次年代际气候变暖中的冷、暖平流背景.气象学报.2018
-
Liu Nian.Meshless Surface Wind Speed Field Reconstruction Based on Machine Learning..Advances in Atmospheric Sciences
-
Wei Wenguang.Seasonal prediction of summer extreme precipitation over the Yangtze River based on random forest..Weather and Climate Extremes
专利
暂无内容
著作成果
暂无内容
科研项目
暂无内容