HCI Contrast Considerations

In JWST high-contrast imaging (HCI), the term contrast refers to the brightness ratio between a faint companion (planet, debris disk, accretion structure, etc.) and its much brighter host (typically a star or quasar).

See also: MIRI Coronagraphic Imaging, NIRCam Coronagraphic Imaging, NIRISS Aperture Masking Interferometry

When developing an HCI investigation, the scientific goal is represented by an operating point (s, Cflux), where

  • s is the apparent angular separation between the companion and host, and 
  • Cfluxfluxcompanion/fluxhost is the companion-to-host flux ratio at the wavelength of interest.

This operating point is considered feasible if Cflux > Climit(s), where Climit(s) is the limiting contrast – the value of Cflux for the minimum detectable companion at separation s, given a specified detection threshold.

Climit(s) is a function of many interrelated factors, and is, therefore, a challenge to estimate. In particular, Climit(s) depends on the instrumental configuration, the observing strategy, and the post-observation calibration and processing. Climit(s) is especially sensitive to the step where a scaled reference PSF is subtracted from a science image. PSF subtraction is relied upon to extend the grasp of the investigation deep into the systematic noise (see Soummer et al.). 

To be valid, the feasibility test Cflux > Climit(s) assumes that the planned observation has the same technical and procedural factors that produced the calibration of Climit(s).

Climit(s), is best understood by disambiguating the term "contrast" (C), which carries several distinct meanings in HCI:

  1. Cflux is the term for the companion-to-host flux ratio. Cflux is a property of nature, independent of any instrumental or observational details or considerations.

  2. Craw(s) is the raw contrast as a function of angular separation s, describing the level of residual starlight suppression prior to post-processing. It is independent of integration time and detector noise, but depends on the instrument configuration and observing conditions.

  3. Climit(s) is the limiting contrast defined in the previous section. Climit(s) affirmatively does take into account any and all relevant technical and procedural factors, such as observational strategy, pointing and instrumental errors, detection threshold, and post-observation processing (especially the PSF-subtraction strategy). 

  4. Cideal(s) is a floor for the limiting contrast Climit(s), because it makes certain optimistic, simplifying assumptions. For example, Cideal(s) may assume that pointing errors are zero or that photometric noise is ideal, with photon-counting noise dominating.

For instrument-specific treatments of Climit(s) derived from in-flight data, see:

Where no published treatment exists for a desired configuration, Climit(s) can be estimated using the JWST Exposure Time Calculator (ETC) together with STPSF (formerly WebbPSF), PanCAKE, and instrument-specific simulators such as pyNRC for NIRCam.



References

Beichman, C. A., et al. 2010, PASP, 122:162
Imaging Young Giant Planets from Ground and Space

Boccaletti, A., et al. 2015, PASP, 127, 633
The Mid-Infrared Instrument for the James Webb Space Telescope, V: Predicted Performance of the MIRI Coronagraphs

Boccaletti, A., et al. 2022, A&A, 667, A165
JWST/MIRI Coronagraphic Performances as Measured On-Sky

Carter, A. L., et al. 2023, ApJL, 951, L20
The JWST Early Release Science Program for Direct Observations of Exoplanetary Systems I: High-Contrast Imaging of the Exoplanet HIP 65426 b from 2 to 16 μm

Greenbaum, A.Z., Pueyo, L., Sivaramakrishnan et al. 2015, ApJ, 798, 68
An Image-Plane Algorithm for JWST's Non-Redundant Aperture Mask Data

Sivaramakrishnan, A., Tuthill, P., Lloyd, J. P., et al. 2023, PASP, 135, 015003
The Near Infrared Imager and Slitless Spectrograph for the James Webb Space Telescope – IV. Aperture Masking Interferometry

Soummer, R., Pueyo, L., and Larkin, J., 2012, ApJ, 755 , L28
Detection and Characterization of Exoplanets and Disks Using Projections on Karhunen-Loeve Eigenimages




Notable updates

  • Corrected a mistake in the definition of raw contrast.
Originally published