Advanced Information Systems Technology
Multivariate Data Fusion and Uncertainty Quantification for Remote Sensing
Project Description
Formulate and implement algorithms for fusing data from multiple remote sensing instruments to optimally estimate CO2 vertical profiles. Provide formal measures of uncertainty associated with data fusion output. Demonstrate with data from AIRS and ACOS/OCO-2 with ability to include OCO-3, ASCENDS, and other sources when available. Work with science partners to demonstrate value for evaluating and improving CO2 transport models.
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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 |
| Jet Propulsion Laboratory (JPL) | Supporting Organization | FFRDC/UARC | Pasadena, California |
Primary U.S. Work Locations
-
California
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This is a historic project that was completed before the creation of TechPort on October 1, 2012. Available data has been included. This record may contain less data than currently active projects.