于厦门大学获得学士和硕士学位,于爱尔兰国立大学获得大气科学博士学位。主要从事环境科学和人工智能的交叉学科研究,利用机器学习手段研究大气污染物来源解析、气溶胶-气候相互作用、气溶胶-云相互作用、海洋气溶胶生成机制等问题。已在Nature Geoscience, PNAS, Atmospheric Chemistry and Physics, Environment Science & Technology Letters, Journal of Geophysical Research: Atmosphere 等期刊发表论文40余篇。研究组常年招收特别研究助理(博士后)、研究助理、硕博士研究生(含联培和客座),欢迎具有环境科学、计算机科学、统计学、地理信息学、生态学等学科背景的同学咨询。
机器学习和环境大数据;大气气溶胶理化特征 ;沿海城市气溶胶的来源与气候效应;气溶胶-云相互作用
1. Zhong, H., Zhen, L., Yao, Q., Xiao, Y., Liu, J., Chen, B., and Xu, W.*: Understanding the spatial and seasonal variation of the ground-level ozone in Southeast China with an interpretable machine learning and multi-source remote sensing, Sci. Total Environ., 170570, 2024.
2. Xu, W., Ovadnevaite, J., Fossum, K. N., Lin, C., Huang, R.-J., Ceburnis, D., and O’Dowd, C.: Sea spray as an obscured source for marine cloud nuclei, Nat Geosci, 1–5, https://doi.org/10.1038/s41561-022-00917-2, 2022.
3. Xu, W., Ovadnevaite, J., Fossum, K. N., Lin, C., Huang, R., O’Dowd, C., and Ceburnis, D.: Seasonal Trends of Aerosol Hygroscopicity and Mixing State in Clean Marine and Polluted Continental Air Masses Over the Northeast Atlantic, J Geophys Res Atmospheres, 126, https://doi.org/10.1029/2020jd033851, 2021.
4. Xu, W., Fossum, K. N., Ovadnevaite, J., Lin, C., Huang, R.-J., O’Dowd, C., and Ceburnis, D.: The impact of aerosol size-dependent hygroscopicity and mixing state on the cloud condensation nuclei potential over the north-east Atlantic, Atmos Chem Phys, 21, 8655–8675, https://doi.org/10.5194/acp-21-8655-2021, 2021.
5. Xu, W., Ovadnevaite, J., Fossum, K. N., Lin, C., Huang, R.-J., O’Dowd, C., and Ceburnis, D.: Aerosol hygroscopicity and its link to chemical composition in the coastal atmosphere of Mace Head: marine and continental air masses, Atmos Chem Phys, 20, 3777–3791, https://doi.org/10.5194/acp-20-3777-2020, 2020.
国家高层次海外人才引进计划