NSF award 2615988 · Northern Arizona University
Collaborative Research: CAIG: Advancing long-term temperature reconstruction using physics-informed neural networks through lake model emulation
Final report due
28 November 2029
in 1,137 days · The award ends on 31 July 2029.
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- Decide about an extension2 Apr 2029in 897 days
award ending 2029-07-31 · Research.gov
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- No-cost extension notice21 Jul 2029in 1007 days
award ending 2029-07-31 · Research.gov
- Final report due28 Nov 2029in 1137 days
award ending 2029-07-31 · Research.gov
- Project outcomes report due28 Nov 2029in 1137 days
award ending 2029-07-31 · Research.gov
- Award is closed out28 Nov 2029in 1137 days
award ending 2029-07-31 · Research.gov
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- NSF lists this award's end date as 31 July 2029.
- NSF rules say the final report is due no later than 120 days after that.
- So the final report is due by 28 November 2029.
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Award card
- Award number
- 2615988
- Period of support
- 15 Aug 2026 – 31 Jul 2029
- Amount
- $485,329
- Awardee
- Northern Arizona University, Flagstaff, AZ
- Program
- AI and Geosciences
- Directorate
- GEO
Abstract
This project harnesses the power of Artificial Intelligence (AI) to turn environmental observations from multiple sites into uniform data products that can be used to conduct scientific research and address problems of national need. The specific observations here are sediment cores collected from lakes that can be analyzed to infer local temperature variations over thousands of years. The traditional method for…
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