Feng Jie Home--Home

Basic Information

School/Department: 大气与海洋科学系
Education Level: 博士研究生
Gender: Male
Degree: 博士学位
Professional Title: 青年研究员
Status: Employed

Educational Experience

2006.9 2010.5 南京信息工程大学大气科学学院 大气科学 学士 大学毕业
2010.9 2015.5 中国科学院大气物理研究所 大气科学 博士 博士研究生

Work Experience

2020.12 Now 中国复旦大学大气与海洋科学系 青年研究员
2017.7 2020.10 美国俄克拉荷马大学（University of Oklahoma）气象系 博士后
2015.8 2017.6 美国国家海洋大气局全球系统实验室（NOAA/GSL）

Research Direction

非线性误差增长和可预报性- (1) 大气可预报性; (2) 非线性局部Lyapunov指数和向量方法的发展和应用; (3) 混沌吸引子动力; (4) 多尺度误差增长

集合预报- (1) 初始集合扰动生成; (2) 分析误差估计; (3) 集合敏感性分析; (4) 结合AI的集合预报; (5) 机器学习降水短临预测

资料同化- (1) 台风资料同化和预报; (2) 背景误差方差估计; (3) 局地化的粒子滤波（particle filter）; (4) 多尺度背景协方差局地化

Education & Teaching

Courses: 研究生课程(包含硕士博士)/2022-2023/Autumn Term/可预报性，资料同化和集合预报研究生课程(包含硕士博士)/2023-2024/Autumn Term/可预报性，资料同化和集合预报研究生课程(包含硕士博士)/2024-2025/Autumn Term/可预报性，资料同化和集合预报研究生课程(包含硕士博士)/2025-2026/Autumn Term/可预报性，资料同化和集合预报研究生课程(包含硕士博士)/2021-2022/Autumn Term/可预报性，资料同化和集合预报研究生课程(包含硕士博士)/2025-2026/Autumn Term/资料同化技术研究生课程(包含硕士博士)/2024-2025/Autumn Term/资料同化技术研究生课程(包含硕士博士)/2025-2026/Autumn Term/资料同化技术研究生课程(包含硕士博士)/2025-2026/Autumn Term/可预报性，资料同化和集合预报研究生课程(包含硕士博士)/2024-2025/Spring Term/现代大气探测前沿研究生课程(包含硕士博士)/2024-2025/Spring Term/大气科学模拟和预测研究进展本科生课程/2024-2025/Spring Term/数值天气预报本科生课程/2024-2025/Spring Term/中小尺度气象学本科生课程/2024-2025/Autumn Term/强国之路：形势、政策与使命III 研究生课程(包含硕士博士)/2024-2025/Autumn Term/资料同化技术研究生课程(包含硕士博士)/2024-2025/Autumn Term/大气科学理论研究进展研究生课程(包含硕士博士)/2024-2025/Autumn Term/可预报性，资料同化和集合预报研究生课程(包含硕士博士)/2022-2023/Autumn Term/可预报性，资料同化和集合预报研究生课程(包含硕士博士)/2021-2022/Autumn Term/可预报性，资料同化和集合预报研究生课程(包含硕士博士)/2022-2023/Autumn Term/大气科学理论研究进展研究生课程(包含硕士博士)/2023-2024/Autumn Term/大气科学理论研究进展研究生课程(包含硕士博士)/2021-2022/Autumn Term/大气科学理论研究进展研究生课程(包含硕士博士)/2022-2023/Spring Term/现代大气探测研究生课程(包含硕士博士)/2022-2023/Spring Term/大气科学模拟和预测研究进展研究生课程(包含硕士博士)/2023-2024/Spring Term/大气科学模拟和预测研究进展研究生课程(包含硕士博士)/2021-2022/Spring Term/大气科学模拟和预测研究进展本科生课程/2020-2021/Spring Term/数值天气预报本科生课程/2021-2022/Spring Term/数值天气预报本科生课程/2021-2022/Spring Term/中小尺度气象学本科生课程/2022-2023/Spring Term/专业实习本科生课程/2022-2023/Spring Term/数值天气预报本科生课程/2022-2023/Spring Term/中小尺度气象学本科生课程/2023-2024/Spring Term/数值天气预报本科生课程/2023-2024/Spring Term/中小尺度气象学本科生课程/2023-2024/Spring Term/毕业论文

Students

Scientific Research

Academic

Cao, Yuan；Chen, Lei；Wu, Junjing；Feng, Jie, Enhancing Nowcasting With Multi-Resolution Inputs Using Deep Learning: Exploring Model Decision Mechanisms -Geophysical Research Letters -2025/01/01 -52 Sun, Xiuyu；Zhong, Xiaohui；Xu, Xiaoze；Huang, Yuanqing；Li, Hao；Neelin, J. David；Chen, Deliang；Feng, Jie；Han, Wei；Wu, Libo；Qi, Yuan, A data-to-forecast machine learning system for global weather -NATURE COMMUNICATIONS -2025/01/01 -16 Feng, Jie；Judt, Falko；Zhang, Jing；Wang, Xuguang, Influence of region-dependent error growth on the predictability of track and intensity of Typhoon Chan-hom (2020) in high-resolution HWRF ensembles -ATMOSPHERIC RESEARCH -2024/01/01 -308 Liu, Liangying；Feng, Jie；Ma, Li；Yang, Yanru；Wu, Xiaotian；Wang, Chao, Ensemble-based sensitivity analysis of track forecasts of typhoon In-fa (2021) without and with model errors in the ECMWF, NCEP, and CMA ensemble prediction systems -ATMOSPHERIC RESEARCH -2024/01/01 -309 Ji, Chaopeng；Qin, Bo；Mu, Mu；Ma, Junjie；Fang, Xianghui；Feng, Jie；Wang, Qiang, Optimal distributions of growing-type initial perturbations for ensemble forecasts: Theory and application in the Lorenz-96 model -Quarterly Journal of the Royal Meteorological Society -2025/01/01 -151 Zhang, Wei；Yao, Yulong；Chan, Duo；Feng, Jie, Advances in Air-Sea Interactions, Climate Variability, and Predictability -ATMOSPHERE -2024/01/01 -15 Luo, Enwang；Chen, Guoxing；Wang, Wei-Chyung；Feng, Jie；Gao, Yanhong, Effects of cloud vertical structure on the development of tropical cyclones: A case study based on In-Fa (2021) -Atmospheric Research -2025/01/01 -315 Zhan, Ruifen；Feng, Jie, Causes and predictability of the "explosive" intensification of Super Typhoon Yagi after entering the South China Sea in 2024 -Science China Earth Sciences -2025/01/01 -68 Wang, Jincheng；Feng, Jie；Yang, Yi；Hu, Jianglin；Yang, Junli, A comprehensive quality control algorithm for atmospheric motion vectors and its impacts on analysis and forecast of the China Meteorological Administration Global Forecast System -Quarterly Journal of the Royal Meteorological Society -2025/01/01 -151 Pu, Jingchen；Mu, Mu；Feng, Jie；Zhong, Xiaohui；Li, Hao, A fast physics-based perturbation generator of machine learning weather model for efficient ensemble forecasts of tropical cyclone track -npj Climate and Atmospheric Science -2025/01/01 -8 Feng, Jie；Ding, Ruiqiang；Liu, Deqiang；Li, Jianping, The Application of Nonlinear Local Lyapunov Vectors to Ensemble Predictions in Lorenz Systems -Journal of the Atmospheric Sciences -2014/01/01 -71 刘德强；丁瑞强；李建平；冯杰, 非线性局部Lyapunov指数方法在目标观测中的应用初探 -Chinese Journal of Atmospheric Sciences -2015/01/01 -39 刘德强；冯杰；李建平；王金成, GRAPES_MESO中时间步长和空间分辨率对于预报效果的影响1 -Chinese Journal of Atmospheric Sciences -2015/01/01 -39 Ding, Ruiqiang；Li, Jianping；Zheng, Fei；Feng, Jie；Liu, Deqiang, Estimating the limit of decadal-scale climate predictability using observational data -Climate Dynamics -2016/01/01 -46 Feng, Jie；Ding, Ruiqiang；Li, Jianping；Liu, Deqiang, Comparison of nonlinear local Lyapunov vectors with bred vectors, random perturbations and ensemble transform Kalman filter strategies in a barotropic model -Advances in Atmospheric Sciences -2016/01/01 -33 Huai Xiaowei；Li Jianping；Ding Ruiqiang；Feng Jie；Liu Deqiang, Quantifying local predictability of the Lorenz system using the nonlinear local Lyapunov exponent -Atmospheric and Oceanic Science Letters -2017/01/01 -10 Feng, Jie；Toth, Zoltan；Pena, Malaquias, Spatially extended estimates of analysis and short-range forecast error variances -Tellus Series A-Dynamic Meteorology and Oceanography -2017/01/01 -69 Feng, Jie；Qin, Xiaohao；Wu, Chunqiang；Zhang, Peng；Yang, Lei；Shen, Xueshun；Han, Wei；Liu, Yongzhu, Improving Typhoon Predictions by Assimilating the Retrieval of Atmospheric Temperature Profiles from the Fengyun-4a's Geostationary Interferometric Infrared Sounder (Giirs) -ATMOSPHERIC RESEARCH -2022/01/01 -280 Zhang, Jing；Feng, Jie；Li, Hong；Zhu, Yuejian；Zhi, Xiefei；Zhang, Feng, Unified Ensemble Mean Forecasting of Tropical Cyclones Based on the Feature-Oriented Mean Method -WEATHER AND FORECASTING -2021/01/01 -36 Hou, Zhaolu；Li, Jianping；Ding, Ruiqiang；Feng, Jie, Investigating decadal variations of the seasonal predictability limit of sea surface temperature in the tropical Pacific -CLIMATE DYNAMICS -2022/01/01 -59 Liu, Deqiang；Huang, Chuanrong；Feng, Jie, Influence of Assimilating Wind Profiling Radar Observations in Distinct Dynamic Instability Regions on the Analysis and Forecast of an Extreme Rainstorm Event in Southern China -Remote Sensing -2022/01/01 -14 Feng, Jie；Wang, Jincheng；Dai, Guokun；Zhou, Feifan；Duan, Wansuo, Spatiotemporal estimation of analysis errors in the operational global data assimilation system at the China Meteorological Administration using a modified SAFE method -QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY -2023/01/01 -149 Feng, Jie；Toth, Zoltan；Zhang, Jing；Pena, Malaquias, Ensemble forecasting: A foray of dynamics into the realm of statistics -Quarterly Journal of the Royal Meteorological Society -2024/01/01 -150 Hou, Zhaolu；Li, Jianping；Diao, Yina；Zhang, Yazhou；Zhong, Quanjia；Feng, Jie；Qi, Xin, Asymmetric Influences of ENSO Phases on the Predictability of North Pacific Sea Surface Temperature -Geophysical Research Letters -2024/01/01 -51 刘德强；冯杰；丁瑞强；李建平, 台风目标观测研究进展回顾 -Advances in Earth Science -2021/01/01 -36

Projects

多空间尺度上集合预报扰动对控制预报误差的采样性能的评估及建模分析同化分析场误差的客观定量估计及其对改进集合预报初始扰动的作用

Patent

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Social Services

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Others

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Awards & Honors

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