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Update VIIRS AOD converter to work with NASA Dark Target and Deep Blue products #1604
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Please merge in develop and then I think this can be approved |
jeromebarre
approved these changes
Jan 31, 2025
CoryMartin-NOAA
approved these changes
Feb 4, 2025
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Description
This PR makes follow updates:
Required: --input, --output, --provider [nasa/noaa]
Optional: --retrieval_method [DarkTarget/DeepBlue], --error_method [pue], -n (--thin), --date_range
Observation error selection:
Pixel-level uncertainties estimates (PUE) are recommended for DA purposes based on section 3.1 VIIRS DeepBlue paper.
For NOAA product, the PUE is surface-dependent error statistics with considering solar zenith angle and sensor viewing angle, so I modified the original "nesdis" method to "pue".
For NASA Dark Target, I could not find papers about the PUE, so the expected error (EE) is assigned as default.
For NASA Deep Blue, the PUE are two variables for the retrieval over land or ocean.
I currently assign the PUE to obs error based on the number of land and ocean points used in retrieval.
In the case of data retrieved with land and ocean points together,
Additionally, for Deep Blue retrieved with land and ocean points, the PreQC value uses the poorer quality when the numbers of land and ocean points are equal.
Issue(s) addressed
Resolves #1563
Dependencies
List the other PRs that this PR is dependent on:
Impact
Expected impact on downstream repositories:
Checklist