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What is the difference between “best” and “average” ocean products?

The ocean algorithm attempts to match calculated reflectances to measured reflectances. To do this the ocean algorithm selects all combinations of the four fine mode and five coarse mode aerosol models and varies the amount of each to find solutions within pre-defined error limits.  All solutions within the error limits are used to calculate an “average” value.  The solution with the lowest error is used for the “best” value.  We recommend that users select the “average” value for ocean products.

What is the difference between “Optical_Depth_Land_And_Ocean” and “Image_Optical_Depth_Land_And_Ocean”?

Both of these variables are merged land and ocean AOD at 0.55 µm from the dark target algorithms. The “Optical_Depth_Land_And_Ocean” SDS only contains high quality pixels (QA=3 over land, QA > 0 over ocean). The “Image_Optical_Depth_Land_And_Ocean” SDS contains all valid (non-fill) pixels; this product can be used to trace aerosol plumes and make aerosol maps, but should not be used for quantitative study.

What is the difference between the ocean and land products?

Ocean and land products use completely different algorithms. For any dark target retrieval algorithm we must accurately account for surface effects and build correct models of the aerosols.  Due to the complexities of the land surface it is more difficult for the land retrieval to account for surface effects. In addition aerosol models are fixed for the land product based on season and location.  The ocean product selects coarse and fine mode models dynamically.

These two factors account for several differences in the two products.

What are the quality flags (QA), what do they mean and where can I find them?

Quality (QA) flags are an indicator of the algorithm team’s assessment of the quality of the data.  QA flag values range from 0 – 3 where 0 is lowest quality. We advise using only highest quality data (QA=3) for land products.  For ocean products we advise using anything above QA zero.  In collection 6 data this information is included in the SDS “Land_Ocean_Quality_Flag”.

In collection 5 data the QA flags are embedded in the SDS “Quality_Assurance_Land” and “Quality_Assurance_Ocean.”  The QA values must be read and interpreted from these SDS parameters.