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STAR / SMCD / VIIRS Aerosol Calibration and Validation

VIIRS Aerosol Product Maturity Levels

The VIIRS aerosol product is undergoing a series of thorough evaluation in which the maturity level of the product is assessed. There are three maturity levels: Beta, Provisional, and Validated. The Validated level itself has four stages. The criteria for the various maturity levels are listed below.

Beta Maturity Level

  • Early release product.
  • Initial calibration applied.
  • Minimally validated and may still contain significant errors, rapid algorithm/product changes can be expected.
  • Available to allow users to gain familiarity with data formats and parameters.
  • Product is not appropriate as the basis for quantitative scientific publications studies and applications.

Provisional Maturity Level

  • Product quality may not be optimal.
    • Performance is determined for a broader (but still limited) set of conditions.
    • No requirement to demonstrate compliance with specifications.
  • Incremental product improvements still occurring.
  • General research community is encouraged to participate in the QA and validation of the product, but need to be aware that product validation and QA are ongoing.
  • Users are urged to consult the EDR product status document prior to use of the data in publications.
  • Ready for operational evaluation.

Validated Maturity Level

  • Stage 1: Using a limited set of examples, the algorithm output is shown to meet the threshold performance attributes identified in the JPSS Level 1 Requirements Supplement with the exception of the S-NPP Performance Exclusions.
  • Stage 2: Using a moderate set of examples, the algorithm output is shown to meet the threshold performance attributes identified in the JPSS Level 1 Requirements Supplement with the exception of the S-NPP Performance Exclusions.
  • Stage 3: Using a large set of examples representing global conditions over four seasons, the algorithm output is shown to meet the threshold performance attributes identified in the JPSS Level 1 Requirements Supplement with the exception of the S-NPP Performance Exclusions.
  • Stage 4: Using a large set of examples representing global conditions over four seasons, the algorithm output is shown to meet or exceed the objective performance attributes identified in the JPSS Level 1 Requirements Supplement with the exception of the S-NPP Performance Exclusions.
    For each stage the assessment includes:
    • evaluation of algorithm performance to specific requirements;
    • evaluation of required algorithm inputs (sensor data, ancillary data, upstream Intermediate Products and Environmental Data Records, look up table, processing coefficients table, etc.);
    • error budget;
    • analysis/validation of quality flags;
    • input from key users;
    • updated Algorithm Theoretical Basis Document (ATBD);
    • updated User's Guide;
    • list of known issues (both closed and outstanding).