This National Science Foundation (NSF) Project Grant award under the Geosciences Program (CFDA 47.050) provides $612,291 to the University of California, Davis (UC Davis) to develop a sophisticated artificial intelligence (AI) system to analyze satellite measurements and high-resolution ocean model outputs. The goal is to detect and measure ocean fronts, which are boundaries between water masses with different properties, and estimate the heat content of the ocean's upper mixed layer. The researchers plan to apply this AI system to approximately 15 years of satellite data to track changes in ocean fronts and mixed-layer heat content over time, providing insights into how various physical processes influence the ocean's heat storage. The project aims to design the AI system to be interpretable and quantify the uncertainty in its predictions, which is crucial for scientific applications. The award period is from December 1, 2024, to November 30, 2027.
Mod # | Description | Reason For Modification | Federal Obligation (Click to sort descending) | Date (Click to sort ascending) |
|---|---|---|---|---|
| Not listed | $612.3k | 8/29/24 |