Publications
The GeoAI Lab has published 148+ peer-reviewed articles spanning hydrology, biogeochemistry, remote sensing, ecology, and public health. Below are 12 representative papers. Full publication list in order from most recent to oldest.
Representative Publications: Top 10
1. Pan et al. (2021). Impacts of multiple environmental stressors on nitrogen loading to Chesapeake Bay. JGR-Biogeosciences
2. Pan et al. (2020). Global ET estimates — implications for water budget studies. HESS
3. Pan et al. (2020). Responses of terrestrial carbon fluxes to climate extremes across CONUS. JGR-Biogeosciences
4. Bian and Pan et al. (2026) Extreme precipitation reshapes nutrient flows and balance in North
America’s largest river basin. Science Advances
5. Bian and Pan et al. (2024). Future nitrogen dynamics in Chesapeake Bay under climate change. Journal of Hydrology
6. Bian and Pan et al. (2022). Phosphorus export to the Gulf of Mexico under land cover and climate change. Global Biogeochemical Cycles
7. You & Pan (2020). Urban vegetation slows down the spread of COVID-19 in the United States. Geophysical Research Letters
8. Pan et al. (2018). Terrestrial water-use efficiency in response to CO₂ in the 21st century. Int. J. Digital Earth
9. Pan et al. (2018). Increasing global vegetation browning hidden in overall vegetation greening. Remote Sensing of Environment
10. Pan et al. (2015). Responses of global ET to climate change and increasing CO₂. Earth's Future