1 citations · 3 across the 4 of their papers we have counts for
4 papers
Distilling deep optical flow stereo methods to retrieve dense three-dimensional wind fields
Thomas J. Vandal, Dong L. Wu, James L. Carr +5
Geostationary atmospheric motion vectors (AMVs) provide the dense horizontal wind vectors (u,v) and heights ingested into data assimilation systems. Traditional AMVs track features…
Widespread Increases in Future Wildfire Risk to Global Forest Carbon Offset Projects Revealed by Explainable AI
Tristan Ballard, Matthew Cooper, Chris Lowrie +1
Carbon offset programs are critical in the fight against climate change. One emerging threat to the long-term stability and viability of forest carbon offset projects is wildfires,…
Contrastive Learning for Climate Model Bias Correction and Super-Resolution
Tristan Ballard, Gopal Erinjippurath
Climate models often require post-processing in order to make accurate estimates of local climate risk. The most common post-processing applied is bias-correction and spatial resol…
FireSRnet: Geoscience-Driven Super-Resolution of Future Fire Risk from Climate Change
Tristan Ballard, Gopal Erinjippurath
With fires becoming increasingly frequent and severe across the globe in recent years, understanding climate change's role in fire behavior is critical for quantifying current and…