Advanced Scientific Data Format Explained

Advanced Scientific Data Format
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Genre:scientific data
Contained By:YAML
Extended From:FITS
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Advanced Scientific Data Format (ASDF) is a proposed replacement to the FITS standard for astronomical images and other scientific data.[1] The metadata is contained in a YAML (Human-readable data serialization format) header followed by binary or ASCII data.

ASDF is used, notably, as an interchange format for the data processing pipeline of the James Webb Space Telescope.https://jwst-docs.stsci.edu/understanding-jwst-data-files/jwst-data-formats#JWSTDataFormats-asdfASDFformat

Improvements to FITS

The Flexible Image Transport System (FITS) standard is a widely used data format in astronomy that incorporates metadata and ASCII or binary data in the same file.[2] However, the FITS standard has several limitations that make it difficult to use for complicated and hierarchical data. For example, the FITS 'cards' have keywords limited to only 8 characters, which can make it difficult to properly describe the value associated with it and the value for each keyword and its comment cannot be longer than 68 characters. By using YAML, more sophisticated and nested data structures may be used in ASDF than FITS.

External links

Notes and References

  1. Greenfield . P. . Droettboom . M. . Bray . E. . 2015 . ASDF: A new data format for astronomy . Astronomy and Computing . 12 . 240–251 . 10.1016/j.ascom.2015.06.004 . 2015A&C....12..240G. free .
  2. Wells . D. C. . Greisen . E. W. . Harten . R. H. . FITS: A Flexible Image Transport System . Astronomy and Astrophysics Supplement Series . 44 . 363–370 . June 1981 . 1981A&AS...44..363W.