NASA Logo

NTRS

NTRS - NASA Technical Reports Server

Press Enter or click the Search button to begin your search.

Back to Results
Demystifying Kepler Data: A Primer for Systematic Artifact MitigationThe Kepler spacecraft has collected data of high photometric precision and cadence almost continuously since operations began on 2009 May 2. Primarily designed to detect planetary transits and asteroseismological signals from solar-like stars, Kepler has provided high quality data for many areas of investigation. Unconditioned simple aperture time-series photometry are however affected by systematic structure. Examples of these systematics are differential velocity aberration, thermal gradients across the spacecraft, and pointing variations. While exhibiting some impact on Kepler's primary science, these systematics can critically handicap potentially ground-breaking scientific gains in other astrophysical areas, especially over long timescales greater than 10 days. As the data archive grows to provide light curves for 10(exp 5) stars of many years in length, Kepler will only fulfill its broad potential for stellar astrophysics if these systematics are understood and mitigated. Post-launch developments in the Kepler archive, data reduction pipeline and open source data analysis software have occurred to remove or reduce systematic artifacts. This paper provides a conceptual primer for users of the Kepler data archive to understand and recognize systematic artifacts within light curves and some methods for their removal. Specific examples of artifact mitigation are provided using data available within the archive. Through the methods defined here, the Kepler community will find a road map to maximizing the quality and employment of the Kepler legacy archive.
Document ID
20120016876
Acquisition Source
Ames Research Center
Document Type
Preprint (Draft being sent to journal)
External Source(s)
Authors
Kinemuchi, K.
(Bay Area Environmental Research Inst. Moffett Field, CA, United States)
Barclay, T.
(Bay Area Environmental Research Inst. Moffett Field, CA, United States)
Fanelli, M.
(Bay Area Environmental Research Inst. Moffett Field, CA, United States)
Pepper, J.
(Vanderbilt Univ. Nashville, TN, United States)
Still, M.
(Bay Area Environmental Research Inst. Moffett Field, CA, United States)
Howell, B.
(NASA Ames Research Center Moffett Field, CA, United States)
Date Acquired
August 25, 2013
Publication Date
September 1, 2012
Subject Category
Astronomy
Report/Patent Number
ARC-E-DAA-TN5535
Report Number: ARC-E-DAA-TN5535
Funding Number(s)
CONTRACT_GRANT: NNX09AR96A
CONTRACT_GRANT: NAS5-26555
CONTRACT_GRANT: NNX09AF08G
WBS: WBS 354171.04.07.02
CONTRACT_GRANT: NNX12AB89A
Distribution Limits
Public
Copyright
Public Use Permitted.
No Preview Available