2 papers
physics.geo-ph2025
Differentiable Land Model Reveals Global Environmental Controls on Ecological Parameters
Jianing Fang, Kevin Bowman, Wenli Zhao +2
Do ecosystems primarily reflect evolutionary history or current environment? Predicting land-atmosphere exchange hinges on this unresolved question. Plant traits adapt to particula…
cs.LG2025
Uncertainty Quantification for Surface Ozone Emulators using Deep Learning
Kelsey Doerksen, Yuliya Marchetti, Steven Lu +5
Air pollution is a global hazard, and as of 2023, 94\% of the world's population is exposed to unsafe pollution levels. Surface Ozone (O3), an important pollutant, and the drivers…