Earth Science
Estimating Carbon Fluxes with Quantum Enabled Annealing Algorithms
Project Description
The project will avhieve goals but generalizing the QAC edge detection and nueral nets for satellite data with high spatial and temporal locality. A 3D-VarDA QAC alforithm for LIS is developed and tested. Anealing Radiative transfer for both regions is evaluated. Timestep data tranfsfer between QAC and LIS will be enabled. OCO-2 observation function for LIS will be implemented along with QAC image registration for D-Wave Quantum Computer. Maps of vegetationa dn vegetation change will be derived. Data assimilation on LIS will be demonstrated. The project will also estiamte and evaluate Net Carbon Uptake for oth sites.
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Primary U.S. Work Locations and Key Partners
| Organizations Performing Work | Role | Type | Location |
|---|---|---|---|
NASA Headquarters
(HQ)
|
Lead Organization | NASA Center | Washington, District of Columbia |
Goddard Space Flight Center
(GSFC)
|
Supporting Organization | NASA Center | Greenbelt, Maryland |
| University of Maryland-Baltimore County (UMBC) | Supporting Organization | Academia | Baltimore, Maryland |
Primary U.S. Work Locations
-
Maryland
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