-
Notifications
You must be signed in to change notification settings - Fork 1
CCAST: CrIS Calibration Algorithm and Sensor Testbed
License
motteler/ccast
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
Overview --------- ccast is software to take level zero data from the Cross-track Infrared Sounder (CrIS), a Fourier transform spectrometer on the Suomi NPP and JPSS weather satellites, and produce high-quality calibrated radiances. It is written primarily in Matlab, allowing for easy interaction, modification, and data visualization. Input is a CCSDS packet stream, typically with an HDF5 wrapper, and the output is Matlab-format HDF5 SDR files. Features --------- Transparent reference truth. The UMBC calibration algorithm uses "flat" reference truth, with a simple sinc basis at the user-grid OPD. This gives residuals similar to the NOAA and UW algorithms, which use reference truth convolved with instrument responsivity. But changing the definition of reference truth in that way amounts to adjusting the ruler to fit the measured quantity. Periodic sinc at the decimated sensor grid for the ILS. This is in contrast with simple sinc and an extended transform matrix, as used by UW and NOAA. Periodic sinc gives the correct basis, and worked better than simple sinc (including sinc with various matrix extensions) in our tests. This is mostly significant for the SW band. A "ratio first" calibration algorithm as the default. This takes the ratio (ES - SP) / (IT - SP) before doing the self-apodization correction. ccast can also do "SA (self apodization correction) first," as an option. Ratio first allows for better cancellation of instrument artifacts. See doc/ccast_eqns for more details. Processing at the full sensor-grid decimated OPD, the "extended resolution" point set. Points between the user- and sensor-grid OPD are given a cosine apodization. This in contrast with the UW and NOAA algorithms, which approximate a circular shift followed by truncation. Spectral interpolation to the low (aka "standard") res user grid vs truncating interferograms to the original low-res sensor grid spec. Interpolation is better for quality and consistency with high res, while truncation may be slightly better for consistency with obs before the switch to high res mode. Cleaner and simpler resampling, from noticing that several of the proposed resampling algorithms converged as n -> inf and were being evaluated at "large n" (the undecimated point set), a value large enough that the differences were not significant. Simplicity and speed. The package consists of less that 10,000 lines of code, with about 5,000 lines of that for the main source directory. Translation from RDR to L1a and from L1a to L1b/SDR each take about 1 second/scan on a single core. Limitations ------------ ccast does not do polarization or Doppler corrections, although we have tested Doppler corrections as a post-processing step. These corrections may give the UW processing a small advantage in the SW, but this should be be balanced against questionable reference truth and use of simple rather than periodic sinc for the ILS. Top level directories ---------------------- doc - documentation source - main source directory test - test and development motmsc - a few assorted utilities batch - batch processing scripts davet - Dave Tobin/UW components readers - MIT reader with local mods inst_data - instrument-specific data npp_MWx - hacks for the NPP MW dropout Documentation -------------- doc/sdr_format.txt - ccast SDR field definitions doc/ccast_eqns - overview of ILS and calibration equations doc/nonlin_notes - notes on the ccast nonlinearity correction doc/nedn_notes - notes on the ccast NEdN measurement doc/finterp - notes on double-Fourier interpolation source/README - short descriptions of most functions Focal plane fitting -------------------- The ccast focal plane fitting is done in another repo, cris_test. See the directories focal_fit_npp and focal_fit_j1 there for more info. The SA inverse matrices produced there are copied to the ccast directory inst_data and specified in the various opts files in the ccast/source directory. To Do ------ - write up - ccast is not currently under active development - it might be useful to add doppler and polarization corrections - since psinc is used for the ILS, it would be interesting to try it for reference truth, as well
About
CCAST: CrIS Calibration Algorithm and Sensor Testbed
Resources
License
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published