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Data quality control codes

Cristian Lussana edited this page Mar 5, 2021 · 3 revisions

Data Quality Control flags:

quality code Description
0 ok
Code Description trigger
1 SCT sct
2 SCT based on first-guess fields sct_fg
10 buddy check buddy
11 FGT fgt
301 precipitation and temperature cross-check ccrrt
501 plausibility test always
502 climatological check month.clim
800 isolated observation isolation_check
901 missing data or metadata always
902 DEM check dem
999 blacklist
990 keeplist

Abbreviations stand for:

  • SCT, Spatial consistency test
  • FGT, First-guess test

The tests are applied sequentially according to the order in titan.r.

NOTE: quality codes can be specified by the user (see R/functions/argparser_qccodes.r).


Special flags:

  • 999 = blacklisted observation
  • 990 = keeplisted observation (changed only by missing metadata or plausibility test)
    • the following tests are allowed to change the flag of an observation in the keeplist:

      • missing metadata
      • plausibility test failed

      keep-listed observations are used -when needed- in all the other tests (SCT, buddy-check,...) but they cannot be flagged as suspect observations, even if they fail the test