Automated Extended Aperture Photometry of K2 variable stars
arXiv:2112.07496 · doi:10.1088/1538-3873/ac4398
Abstract
Proper photometric data are challenging to obtain in the K2 mission of the Kepler space telescope due to strong systematics caused by the two-wheel-mode operation. It is especially true for variable stars wherein physical phenomena occur on timescales similar to the instrumental signals. We originally developed a method with the aim to extend the photometric aperture to be able to compensate the motion of the telescope which we named Extended Aperture Photometry (EAP). Here we present the outline of the automatized version of the EAP method, an open-source pipeline called autoEAP. We compare the light curve products to other photometric solutions for examples chosen from high-amplitude variable stars. Besides the photometry, we developed a new detrending method, which is based on phase dispersion minimization and is able to eliminate long-term instrumental signals for periodic variable stars.
arXiv comment15 pages, 12 figures. Accepted for publication in PASP. Code available on GitHub: https://github.com/konkolyseismolab/autoeap. Light curve data available: https://konkoly.hu/KIK/data_en.html
References in corpus (29)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Astropy: A Community Python Package for Astronomy
- The NumPy array: a structure for efficient numerical computation
- Gaia Data Release 2. Summary of the contents and survey properties
- The Gaia mission
- Binary companions of evolved stars in APOGEE DR14: Search method and catalog of ~5,000 companions
- The K2 Mission: Characterization and Early results
- Planetary Candidates Observed by Kepler, III: Analysis of the First 16 Months of Data
- A Technique for Extracting Highly Precise Photometry for the Two-Wheeled Kepler Mission
- Kepler Eclipsing Binary Stars. I. Catalog and Principal Characterization of 1879 Eclipsing Binaries in the First Data Release
- Kepler Asteroseismology Program: Introduction and First Results
- Planetary Candidates Observed by Kepler. VIII. A Fully Automated Catalog With Measured Completeness and Reliability Based on Data Release 25
- Planet Hunters X. KIC 8462852 - Where's the Flux?
- EVEREST: Pixel Level Decorrelation of K2 Light curves
- Wotan: Comprehensive time-series de-trending in Python
- The Kepler Pixel Response Function
- Precise time-series photometry for the Kepler-2.0 mission
- K2 Variable Catalogue II: Machine Learning Classification of Variable Stars and Eclipsing Binaries in K2 Fields 0-4
- HD 181068: A Red Giant in a Triply-Eclipsing Compact Hierarchical Triple System
- K2P A photometry pipeline for the K2 mission
- That's How We Roll: The NASA K2 Mission Science Products and Their Performance Metrics
- Asteroseismology of luminous red giants with Kepler I: Long Period Variables with radial and non-radial modes
- An extensive photometric study of the Blazhko RR Lyrae star MW Lyr: II. Changes in the physical parameters
- Extracting Microlensing Signals from K2 Campaign 9
- Main-Belt Asteroids in the K2 Engineering Field of View
- The Random Transiter -- EPIC 249706694/HD 139139
- Extended Aperture Photometry of K2 RR Lyrae stars
- Linearized Field Deblending: PSF Photometry for Impatient Astronomers
- Photometry of K2 Campaign 9 bulge data
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