Skip to main content

Tools to compute PRF models from Kepler's FFI and use them to do aperture photometry and compile light curves of the EXBA masks.

Project description

Kepler Apertures

Take me to the documentation. Paper coming soon!

Tools to create aperture mask for Kepler sources using PRF models build from Kepler's Full Frame Images.

PRF models

First we create PRF models using Kepler's FFI which contains ~10k Gaia EDR3 sources per Kepler's channel.

The following figure shows the PRF models in the focal plane. Channels at the border shows PRFs with very distorted shapes, while in the center these are round and smooth.

PRF Models

Later this PRF models are used to compute apertures photometry.

Kepler's EXBA masks

The EXBA masks are custom apertures observed by Kepler's first mission, they cover relatively dark regions of the Kepler field and were observed continuously between quarters 4 and 17. The scientific motivation to collect these data was to obtain an unbiased characterization of the eclipsing binary occurrence fraction in the Kepler field.

Here an example of the full EXBA mask observed in quarter 5 with channel 48

exba_ch48

Dependencies

  • numpy
  • scipy
  • astropy
  • matplotlib
  • photutils
  • pandas
  • tqdm
  • patsy
  • pyia
  • lightkurve

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

kepler-apertures-0.1.0.tar.gz (1.7 MB view details)

Uploaded Source

Built Distribution

kepler_apertures-0.1.0-py3-none-any.whl (1.7 MB view details)

Uploaded Python 3

File details

Details for the file kepler-apertures-0.1.0.tar.gz.

File metadata

  • Download URL: kepler-apertures-0.1.0.tar.gz
  • Upload date:
  • Size: 1.7 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.1.4 CPython/3.8.6 Darwin/19.6.0

File hashes

Hashes for kepler-apertures-0.1.0.tar.gz
Algorithm Hash digest
SHA256 5dab2a5a553137368bc1e7d36faa98256c2f6b76464d5d94d82dc3a11d075a26
MD5 980a86bdef5f775aa69a1d91265fbe7b
BLAKE2b-256 8b0c59a3752b8f5408a945862b8c23810cb3ba3cc6054d852108b82f1959b1a8

See more details on using hashes here.

File details

Details for the file kepler_apertures-0.1.0-py3-none-any.whl.

File metadata

File hashes

Hashes for kepler_apertures-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 c37538bf0550d38893f7a2a9b011e63fe3c69d4ad6b76386c82ffb9572541a50
MD5 9234538fe0ebbc0c397689f876b304d8
BLAKE2b-256 3529c05dc727d6c5d1c9665d0afaa50a5df8b9c2bfc837a23d3c5d04db76541d

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page