AI FOR ENVIRONMENTAL FORECASTING
AI foundation models
My water-resources research has used Chronos-2, a time-series foundation model, to evaluate streamflow forecasts and their applications to Mississippi River navigation risk.
I am also developing proposals that use the atmospheric chemistry version of Microsoft Aurora to model smoke transport.
OCEAN TEMPERATURE EXTREMES
Marine heatwaves
Co-PI working with Mingfang Ting on the drivers and persistence of marine heatwaves. The collaboration combines observations, climate-model experiments, and machine learning to investigate extreme ocean warming.
Upcoming presentations · AGU 2026
Related past presentation · AGU 2025
TROPICAL CYCLONES
A global 10,000-year stochastic tropical cyclone track and wind catalog.
Explore the catalog
WATER AVAILABILITY
Winter-Summer Drought and Monsoon Modeling for Mines.
Visit the project
EASTERN U.S. WILDFIRE
Co-PI studying connections between climate variability and wildfire in the eastern United States.
Visit the projectUpcoming presentation · AGU 2026
Understanding wildfire drivers in the eastern U.S.
Erica A. H. Smithwick et al. · Coauthor
INTERACTIVE SIMULATION
Hurricane Interactive Track Simulator for the North Atlantic basin.
Explore the simulator
RESEARCH GROUP
Research in the Division of Ocean and Climate Physics at Lamont-Doherty Earth Observatory.
Visit the group
MISSISSIPPI RIVER HYDROCLIMATE
Collaboration on Mississippi River hydroclimate and flow extremes, including historical floods and hydrologic modeling. The working-group page brings together climate datasets, analysis, and modeling resources.
Explore the working-group resources