A2.4.1 Data Quality Keywords and Comments
The handling of data quality evaluation has changed several times since HST was launched in April, 1990. For the first few years, each science dataset was displayed and evaluated after it had been calibrated by the ground system (then PODPS, now OPUS). A keyword, QUALITY, was assigned to each dataset and a file, called the PDQ file, was produced to hold any comments the reviewer had. The PDQ file was archived as part of the dataset. The QUALITY keyword and 3 comments, called QUALCOMs, were placed in the HST catalog. The QUALITY and QUALCOMs can be viewed using StarView or MAST web.
At the time of the second servicing mission, manual assessment was replaced by an
automated system that was used by OPUS staff to
assess the procedural data quality of the data. The datasets were not displayed unless there was some indication that a problem had occurred either with the instrument, the FGSs or HST. PDQ files and QUALITY and QUALCOM keywords continued to be produced for all datasets. Albeit, most files and keywords were produced automatically and contain limited information on the quality of the data.
On July 1, 2002, the automated system used by OPUS personnel was replaced by a new software package, called PROMPT. Responsiblity for procedural data quality assessment had been removed from OPUS in March 2002. The PROMPT system continues to populate QUALITY and QUALCOM keywords, which continue to be placed in the HST catalog. However, PROMPT does not produce PDQ files. In addition, PROMPT primarily reports on failures, such as non-optimal guiding, loss of lock, and instrument or spacecraft safing. Comments on the actual data only occur, after the fact, if the PI reports a problem to the archive help desk.
In 2006, a project to regularize the QUALITY keyword and provide a numeric value
for the quality was begun. A clean up of the existing QUALITY information is part of this project. As of this revision to the Archive Manual (2007), the QUALITY keywords have been revised. The clean up of the QUALITY information continues.
The PDQ quality keyword and comments can be displayed in StarView using the <General> screen (which displays the PDQ comments). When interpreting the relevance of the PDQ keyword and comments, bear in mind that:
- Data quality parameterization is inherently subjective
- The relevance of the keyword and comments depends on the nature of the target of the observations
Care must be taken to combine a knowledge of the characteristics of the target with the PDQ keyword and comments when evaluating data quality. For example, while an evaluation of no-source for an observation where the target was a bright star and the integration time sufficient that a clear detection was expected may well indicate poor data quality, the same evaluation for an observation where the target was a distant, faint cluster of galaxies (for which co-adding of many exposures is required) indicates little about the quality of these data.
As described above, the PDQ evaluation is composed of a parameterized keyword and a comment. For early observations, the comment describing the data is fully at the discretion of the operations astronomer. For later exposures, the comment is
constrained to describe the problem and, in almost all cases, is fixed.
Table A2.1 lists possible values that
can be assign to the parameterized PDQ keyword and a brief explanation of their
meaning. This list of permissible keyword values dates to 2007. Data processed prior to that date were described with a similar set of values. Most of the listed values have been used since shortly after launch. Note that when data are reprocessed, they are not re-evaluated for data quality. So, some of the older, obsolete keyword values remain for some observations.