Publications

Manuscripts in Progress or Under Review

• Shen, S., van Donkelaar, A., Jacobs, N., Li, C., & Martin, R. V. (under revision). Enhancing Estimation of Fine Particulate Matter Chemical Composition Across North America by Including Geophysical A Priori Information in Deep Learning with Uncertainty Quantification.

Peer-reviewed Journal Articles

• van Donkelaar, A., Martin, R. V., Ford, B., Li, C., Pappin, A. J., Shen, S., & Zhang, D. (2024). North American Fine Particulate Matter Chemical Composition for 2000–2022 from Satellites, Models, and Monitors: The Changing Contribution of Wildfires. ACS ES&T Air. https://pubs.acs.org/doi/full/10.1021/acsestair.4c00151
• Shen, S., Li, C., Van Donkelaar, A., Jacobs, N., Wang, C., & Martin, R. V. (2024). Enhancing Global Estimation of Fine Particulate Matter Concentrations by Including Geophysical a Priori Information in Deep Learning. ACS ES&T Air. https://doi.org/10.1021/acsestair.3c00054