Journal papers
More than 100 peer-reviewed articles published in the fields of environmental, energy and transportation studies, including publications in Nature Energy Nature Sustainability, PNAS, and One Earth.
~7000 total citations and H-index of 46 by Google Scholar (Sep 2024)
Selected articles as major author:
(* corresponding authors; # equal contributions)
1. Zhao, P.#, Zhang, S.#*, Santi, P., Cui, D., Wang, F., Liu, P., Zhang, Z., Liu, J., Wang, Z*., Ratti, C. Wu, Y.*, 2024. Challenges and opportunities in truck electrification revealed by big operational data. Nature Energy.
2. Zhao, P., Wu, X., Zhang, S.*, He, L., Yang, Y., Hu, Q., Huang, C., Yu, B., Wu, Y.. Regulatory Insights for On-Board Monitoring of Vehicular NOx Emission Compliance. Environmental Science & Technology, 2024, 58(18), 7968-7976.
3. Wen, Y., Zhang, S.*, Wang, Y.*, Yang, J., He, L., Wu, Y. and Hao, J. Dynamic Traffic Data in Machine-Learning Air Quality Mapping Improves Environmental Justice Assessment. Environmental Science & Technology, 2024, 58(7), 3118-3128.
4. Zhang, S.*, Xiong, Y., Liang, X., Wang, F., Liang, S.*, Wu, Y. Spatial and Cross-Sectoral Transfer of Air Pollutant Emissions from the Fleet Electrification in China by 2030. Environmental Science & Technology, 2023, 57(50), pp.21249-21259.
5. Wang, Y.#, Wen, Y.#, Zhang, S.*, Zheng, G., Zheng, H., Chang, X., Huang, C., Wang, S., Wu, Y., Hao, J. Vehicular ammonia emissions significantly contribute to urban PM2.5 pollution in two Chinese megacities. Environmental science & technology, 2023, 57(7), 2698-2705. (ESI高被引论文)
6. Zhang, J.#, Jiang, Y.#, Wang, Y., Zhang, S.*, Wu, Y., Wang, S., Nielsen, C.P., McElroy, M.B. and Hao, J. Increased Impact of Aviation on Air Quality and Human Health in China. Environmental Science & Technology, 2023, 57(48), 19575-19583.
7. Wang, F., Zhang, S.*, Zhao, Y., Ma, Y., Zhang, Y., Hove, A. and Wu, Y. Multisectoral drivers of decarbonizing battery electric vehicles in China. PNAS nexus, 2(5), 2023, p.pgad123.
8. Wen, Y., Zhou, Z., Zhang, S.*, Wallington, T.J., Shen, W., Tan, Q., Wu, Y. Urban–Rural Disparities in Air Quality Responses to Traffic Changes in a Megacity of China Revealed Using Machine Learning. Environmental Science & Technology Letters, 2022, 9 (7), 592-598
9. Zhang, J., Zhang, S*., Zhang, X., Wang, J., Wu, Y., Hao, J. Developing a High-Resolution Emission Inventory of China’s Aviation Sector Using Real-World Flight Trajectory Data. Environmental Science & Technology, 2022, 56(9), 5743-5752.
10. Chen, J., Wang, F., He, X., Liang, X., Huang, J., Zhang, S.*, Wu, Y. Emission mitigation potential from coordinated charging schemes for future private electric vehicles. Applied Energy, 2022, 308, 118385
11. Yu, Y.T., Xiang, S., Zhang, T., You, Y., Si, S., Zhang, S.*, Wu, Y. Evaluation of city-scale disparities in PM2.5 exposure using hyper-localized taxi-based mobile monitoring. Environmental Science & Technology, 2022, 56(19), 13584-13594.
12. Yang, J.#, Wen, Y.#, Wang, Y.*, Zhang, S.*, Pinto, J.P., Pennington, E.A., Wang, Z., Wu, Y., Sander, S.P., Jiang, J.H. Hao, J., Yung, Y.L., Seinfeld, J. H.* From COVID-19 to future electrification: Assessing traffic impacts on air quality by a machine-learning model. Proceedings of the National Academy of Sciences, 2021, 118(26), p.e2102705118.
13. Zhang, D.*, Gao, J., Tang, D., Wu, X., Shi, J., Chen, J., Peng, Y., Zhang, S.*, Wu, Y. Switching on auxiliary devices in vehicular fuel efficiency tests can help cut CO2 emissions by millions of tons. One Earth, 2021, 4(1): 135-145
14. Wen, Y., Zhang, S.*, He, L., Yang, S., Wu, X. and Wu, Y. Characterizing start emissions of gasoline vehicles and the seasonal, diurnal and spatial variabilities in China. Atmospheric Environment, 2021, 245: 118040.
15. Wang, H.# *, He, X.#, Liang, X.#, Li, S., Zheng, H., Zhang, S,*, Nielsen, C. P., Wang S., Wu, Y.*, Evans, J. S. Health benefits of on-road transportation pollution control programs in China. Proceedings of National Academy of Sciences, 2020, 117(41): 25370-25377
16. Xiang, S., Zhang, S*., Wang, H., Wen, Y., Yu, Y.T., Li, Z., Wallington, T.J., Shen, W., Deng, Y., Tan, Q., Zhou, Z., Wu, Y., 2021. Mobile Measurements of Carbonaceous Aerosol in Microenvironments to Discern Contributions from Traffic and Solid Fuel Burning. Environmental Science & Technology Letters, 8(10), 867-872.
17. Wang, Y.#, Wen, Y.#, Zhang, S.*, Zhang, K. M., Zheng, H., Xing, J., Wu, Y., Hao, J. Four-month changes in air quality during and after the COVID-19 lockdown in six megacities in China. Environmental Science & Technology Letters, 2020, 7(11): 802-808 (入选ES&T Letters年度浏览量最高论文)
18. Zhang, S.*, Zhao, P., He, L., Yang, Y., Liu, B., He, W., Cheng, Y., Liu, Y., Liu, S., Hu, Q., Huang, C., Wu, Y. On-board monitoring (OBM) for heavy-duty vehicle emissions in China: Regulations, early-stage evaluation and policy recommendations. Science of the Total Environment, 2020, 731: 139045
19. Liang, X.#, Zhang, S.#, Wu, Y.*, Xing, J., He, X., Zhang, K. M., Wang, S., Hao, J. Air quality and health benefits from fleet electrification in China. Nature Sustainability, 2019, 2: 962-971
20. Zhang, S., Niu, T., Wu, Y.*, Zhang, K. M., Wallington, T. J., Xie, Q., Wu, X., Xu, H., Zhang, L. Integrating intelligent transportation system into vehicle emission management: A case study based on multi-source traffic data. Environmental Pollution, 2018, 241: 1027-1037
21. Wu, Y.#*, Zhang, S.#, Hao, J., Liu, H., Wu, X., Hu, J., Walsh, M. P., Wallington, T. J., Zhang, K. M., Stevanovic, S. On-road vehicle emissions and their control in China: A review and outlook. Science of the Total Environment, 2017, 574: 332-349(ESI高被引论文)
22. Zhang, S., Wu, Y.*, Huang, R., Yan, H., Zheng, Y., Hao, J. High-resolution simulation of link-level vehicle emissions and concentrations for air pollutants in a traffic-populated city. Atmospheric Chemistry and Physics, 2016, 16: 9965-9981.
23. Zhang, S., Wu, Y.*, Liu, H., Huang, R., Yang, L., Li, Z., Fu, L., Hao, J. Real-world fuel consumption and CO2 emissions of urban public buses in Beijing. Applied Energy, 2014, 113: 1645-1655 (ESI高被引论文)
24. Zhang, S., Wu, Y.*, Hu J., Huang, R., Zhou, Y., Bao, X., Fu, L., Hao, J. Can Euro V heavy-duty diesel engines and alternative fuel technologies mitigate NOX emissions? - New evidences from the on-road tests for buses in China. Applied Energy, 2014, 132: 118-126
25. Zhang, S., Wu, Y.*, Wu, X., Li, M., Ge, Y., Liang, B., Xu, Y., Zhou, Y., Liu, H., Fu, L., Hao, J. Historic and future trends of vehicle emissions in Beijing, 1998-2020: A policy assessment for the most stringent vehicle emission control program in China. Atmospheric Environment, 2014, 89: 216-229