Sally Wang

Publications

Liu Y., H. Huang, S. Wang, T. Zhang, D. Xu, and Y. Chen. 2025. "ELM2.1-XGBfire1.0: Improving wildfire prediction by integrating a machine-learning fire model in a land surface model." Geoscientific Model Development 18, no. 13:4103-4117. PNNL-SA-202005. doi:10.5194/gmd-18-4103-2025

Balaguru K., S. Wang, L. Leung, S.M. Hagos, B.E. Harrop, C. Chang, and S. Lubis, et al. 2024. "Influence of Eastern Pacific hurricanes on the Southwest US wildfire environment." Geophysical Research Letters 51, no. 4:Art. No. e2023GL106774. PNNL-SA-191085. doi:10.1029/2023GL106774

Chen X., L. Leung, S. Wang, and Z. Duan. 2022. Understanding the Physics Representation of Deep Learning Models in Environmental Applications. PNNL-33399. Richland, WA: Pacific Northwest National Laboratory. Understanding the Physics Representation of Deep Learning Models in Environmental Applications
Wang S., Y. Qian, L. Leung, and Y. Zhang. 2022. "Interpreting machine learning prediction of fire emissions and comparison with FireMIP process-based models." Atmospheric Chemistry and Physics 22, no. 5:3445 - 3468. PNNL-SA-164115. doi:10.5194/acp-22-3445-2022

Wang S., Y. Qian, L. Leung, and Y. Zhang. 2021. "Identifying key drivers of wildfires in the contiguous US using machine learning and game theory interpretation." Earth's Future 9, no. 6:e2020EF001910. PNNL-SA-162325. doi:10.1029/2020EF001910