主要成果 | 科研项目： 基于卫星红外特征深度学习的快速发展对流识别方法研究，国家自然科学基金委青年基金项目，主持（结题） 基于静止卫星反演风场的台风强度变化分析研究，上海市科委扬帆计划项目，主持（结题） 基于静止卫星热红外多通道联合的台风多层云导风反演研究，国家自然科学基金面上项目，主持（在研） 基于风云四号GIIRS的城市大气高频温湿廓线反演及对流触发机理研究，城市气象与人工智能开放基金课题，主持（在研）
主要论文： Wu, Q. *, Shou, Y. X., Zheng, Y. G., Wu, F., & Wang, C. Y. (2024). Detecting Hailstorms in China from FY-4A Satellite with an Ensemble Machine Learning Model. Remote Sensing, 16(18), 3354. Wu, Q.*, Shou, Y. X., Ma, L. M., Lu, Q., and Wang, R. (2021). Estimation of Maximum Hail Diameters from FY-4A Satellite Data with a Machine Learning Method. Remote Sensing, 14(1), 73. Wu, Q., Wang, H. Q., Lin, Y. J., Zhuang, Y. Z., and Zhang, Y. (2016). Deriving AMVs from Geostationary Satellite Images Using Optical Flow Algorithm Based on Polynomial Expansion. Journal of Atmospheric and Oceanic Technology, 33(8), 1727-1747. Wu, Q., Wang, H. Q., Zhuang, Y. Z., Lin, Y. J., Zhang, Y., and Ding, S. S. (2016). Correlations of Multispectral Infrared Indicators and Applications in the Analysis of Developing Convective Clouds. Journal of Applied Meteorology and Climatology, 55(4), 945-960.
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