张芬芬，清华大学工学博士，预聘副教授。主要研究方向为大气污染控制政策研究、全球/区域空气质数值模拟以及大数据和深度学习在大气环境领域应用等。先后主持和参与了京津冀环境综合治理国家科技重大专项、国家自然科学基金及国家重点研发计划等项目，已发表SCI期刊论文20余篇，授权1项发明专利和多项软件著作权。
电子邮箱：zhangff@usst.edu.cn
研究领域
黑碳气溶胶老化过程的数值模拟研究
大气污染减排与政策研究
气溶胶-云-气候相互作用的数值模拟研究
大数据和机器学习在大气环境领域的应用
工作经历
2026.09-至今 上海理工大学建筑环境与能源工程系 副教授
2023.04-2026.08 清华大学环境学院 助理研究员
2023.04-2026.08 浙江清华长三角研究院 博士后
主要项目经历
1. 京津冀环境综合治理国家科技重大专项，机理与智能融合的通用空气质量模型开发与应用，子课题负责人，2026-2028，在研。
2. 国家重点研发计划，二次颗粒物生成与老化及其对大气辐射的影响机制，课题骨干，2022-2026，在研。
3. 国家重点研发计划，臭氧污染模拟、预报和溯源集成技术研究，课题骨干，2018-2021，已结题。
4. 国家重点研发计划，典型区域空气质量优化调控科学策略与技术途径，课题骨干，2017-2020，已结题。
代表论文
1. Zhang, F., Liu, R., Wan, M., Zhang, Y., Jiang, Y., Dong, Z., Song, Q., Huang L., Wu, Q., Wang, L., Xu, J., Wang, S. (2026). Drivers of reduction in PM2.5 concentrations and related health risks in China from 2013 to 2023. Environmental Pollution 398, 128093.
2. Zhang, W., Wu, C., Zhao, B., Sun, Y., Wang, S., Sharp, B., Gu, Y., Zhang, F.*, Wan, M. (2026). Trade-offs between resource tax and carbon tax policies in China: Improvement in air quality and health co-benefits. Energy & Environment.
3. Zhang, F., Xing, J., Ding, D., Wang, J., Zheng, H., Zhao, B., & Wang, S. (2022). Role of black carbon in modulating aerosol direct effects driven by air pollution controls during 2013–2017 in China. Science of the Total Environment, 832, 154928.
4. Zhang, F., Xing, J., Zhou, Y., Wang, S., Zhao, B., Zheng, H., & Hao, J. (2020). Estimation of abatement potentials and costs of air pollution emissions in China. Journal of Environmental Management, 260, 110069.
5. Xing, J., Zhang, F., Zhou, Y., Wang, S., Ding, D., Jang, C., & Hao, J. (2019). Least-cost control strategy optimization for air quality attainment of Beijing-Tianjin-Hebei region in China. Journal of Environmental Management, 245, 95-104.
6. Zhang, Y., Zhang, F., Wan, M., Bo, Y., He, K., Liu, R., 2025. Evolution of surface ozone pollution in Yangtze Rriver Delta between 2019 and 2022: influences of meteorology and emissions. Atmospheric Environment 358.
7. Dong, Z., Wang, S., Zheng, H., Zhang, F., Li, S., Jiang, Y., Xing, J., Ding, D., Yin, D., Song, Q., Zhao, B., Zhu, Y., Hao, J., 2026. Shifting from concentration-based to health-oriented air pollution control in China. Science Bulletin, 71, 2836-2846.
8. Dong, Z., Wang, S., Zhang, F., Li, S., Jiang, Y., Xing, J., Ding, D., Zheng, H., Yin, D., Zhao, B., Zhu, Y., Hao, J., 2025. A Holistic Clean Air Strategy Considering Integrated Health and Ecological Impacts. Environ Sci Technol 59, 22097-22109.
9. Di Wu, Haotian Zheng, Qing Li, Shuxiao Wang, Bin Zhao, Ling Jin, Rui Lyu, Shengyue Li, Yuzhe Liu, Xiu Chen, Fenfen Zhang, Qingru Wu, Tonghao Liu, Jingkun Jiang, Lin Wang, Jianmin Chen, Jiming Hao, 2023. Achieving health-oriented air pollution control requires integrating unequal toxicities of industrial particles. Nature Communications.
10. Dong, Z., Ke, M., Wang, S., Sun, Y., Zhang, F., Li, S., Jiang, Y., Xing, J., Ding, D., Zheng, H., Yin, D., Zhao, B., Zhu, Y., Hao, J., 2026. Coordinated Reduction of Reactive Nitrogen and Volatile Organic Compounds Enables Greater and More Equitable Integrated Health and Ecological Benefits. Environmental Science & Technology.
11. Zhang, F., Wang, L., Yang, J., Chen, M., Wei, Z., & Su, J. (2015). The characteristics of air pollution episodes in autumn over the southern Hebei, China. World Journal of Engineering, 12(3), 221-236.
12. 张芬芬, 薛东，郑湘蕾，万梅，刘锐，王书肖. 嘉兴市典型工业园区挥发性有机物污染特征及来源解析. 环境科学研究, 2026.
13. 张芬芬，王丽涛，苏捷，杨晶，魏哲，孟琛琛, 郑艳. 邯郸市PM2.5中含碳组分的特征及来源分析. 环境科学与技术, 2015.
授权专利和软著
1. 张芬芬，刘锐，张徐洁，徐振麒，万梅. 一种基于机器学习的PM2.5颗粒物源的解析方法202510315727.
2. 张芬芬, 邢佳, 赵斌, 王书肖. 黑碳气溶胶混合态指数模拟与分析软件v1, 2024SR0634822
