
李江涛,男,博士。
研究方向:
主要从事区域性大气污染数值模拟研究
学习经历:
2015.09-2019.06 兰州大学,大气科学,理学学士
2019.09-2022.06 中国气象科学研究院,大气物理学与大气环境,理学硕士
2022.09-2026.06 复旦大学,大气科学,理学博士
科研经历:
1. 参与“基于物候的花粉浓度气象条件预报技术及智能预报系统研究”(2026年度中国气象局创新发展专项,2026.01-2027.12)
2. 参与“花粉数值预报系统研发”(中国气象科学研究院重点项目,2025.10-2026.09)
3. 参与“北京地区大气污染与气象条件对呼吸道敏感人群的影响研究”项目(中国气象科学研究院重点项目,2023.05-2025.12)
成果:
1. Li Jiangtao, An Xingqin*, YanYuping, et al., 2026: Earlier Spring and Later Autumn: Climate Warming Reshapes Pollen Seasons in Beijing, Advances in Climate Change Research, https://doi.org/10.1016/j.accre.2026.07.003.
2. Li Jiangtao, An Xingqin*, Liu Zhe, et al., 2025: Construction and Application of a High-precision Pollen Numerical Model System Based on Phenology and XGBoost, Environmental Pollution, 391, 127607, https://doi.org/10.1016/j.envpol.2025.127607.
3. Li Jiangtao, An Xingqin*, Sun Zhaobin, et al., 2025: Construction and Application of a Pollen Emissions Model based on Phenology and Random Forests, Atmospheric Chemistry and Physics, 25, 3583–3602, https://doi.org/10.5194/acp-25-3583-2025.
4. Li Jiangtao, An Xingqin*, Li Qingyong, et al. 2022: Application of XGBoost Algorithm in the Optimization ofPollutant Concentration, Atmospheric Research., 276, 106238, https://doi.org/1016/j.atmosres.2022.106238.
5. Li Jiangtao, An Xingqin*, Cui Meng, et al., 2021: Simulation study on regional atmospheric oxidation capacity and precursor sensitivity, Atmospheric Environment, 263, 1352-2310, https://doi.org/10.1016/j.atmosenv.2021.118657.
6. Wang Chao1, Li Jiangtao1, An Xingqin*, et al., 2024: Sensitivity analysis and precursor emission sources reduction strategies of O3 for different pollution weather types based on the GRAPES-CUACE adjoint model, Atmospheric Environment, 333, 120632, https://doi.org/10.1016/j.atmosenv.2024.120632.
7. 李江涛, 安兴琴*, 李清勇*, 等, 2021: 基于XGBoost算法的WRF-Chem模式优化模拟. 中国环境科学, 41(12): 5457-5466.
8. 李江涛, 王宝珍, 安兴琴*, 等, 2020: 气溶胶辐射效应对边界层及污染物浓度的影响. 三峡生态环境监测, 5(03): 11-23.
9. 姜江, 李江涛, 刘哲, 等, 2026. 花粉数值模式的人工智能订正方法探索 [J]. 中国环境科学, 2026, 1-21.
发明专利和软件著作权:
1. 李江涛,安兴琴,刘哲 等:一种花粉排放及浓度模拟系统和方法;ZL 2025 1 1352450.1 [P]. 发明专利
2. 李江涛,安兴琴,刘哲:耦合物候学参数与XGBoost算法的WRF-Chem-Po1len花粉模式预报系统V1.0. 软著
3. 李江涛,安兴琴,刘哲:基于物候学与随机森林算法的夏秋季花粉排放模型构建系统V1.0. 软著