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Data Validation in the Kepler Science Operations Center PipelineWe present an overview of the Data Validation (DV) software component and its context within the Kepler ScienceOperations Center (SOC) pipeline and overall Kepler Science mission. The SOC pipeline performs a transiting planetsearch on the corrected light curves for over 150,000 targets across the focal plane array. We discuss the DV strategy forautomated validation of Threshold Crossing Events (TCEs) generated in the transiting planet search. For each TCE, atransiting planet model is fitted to the target light curve. A multiple planet search is conducted by repeating the transitingplanet search on the residual light curve after the model flux has been removed; if an additional detection occurs, aplanet model is fitted to the new TCE. A suite of automated tests are performed after all planet candidates have beenidentified. We describe a centroid motion test to determine the significance of the motion of the target photocenterduring transit and to estimate the coordinates of the transit source within the photometric aperture; a series of eclipsingbinary discrimination tests on the parameters of the planet model fits to all transits and the sequences of odd and eventransits; and a statistical bootstrap to assess the likelihood that the TCE would have been generated purely by chancegiven the target light curve with all transits removed.
Document ID
20180007069
Acquisition Source
Ames Research Center
Document Type
Conference Paper
External Source(s)
Authors
Hayley Wu
(Search for Extraterrestrial Intelligence Mountain View, California, United States)
Joseph D Twicken
(Search for Extraterrestrial Intelligence Mountain View, California, United States)
Peter G Tenenbaum
(Search for Extraterrestrial Intelligence Mountain View, California, United States)
Bruce D Clarke
(Search for Extraterrestrial Intelligence Mountain View, California, United States)
Jie Li
(Search for Extraterrestrial Intelligence Mountain View, California, United States)
Elisa V Quintana
(Ames Research Center Mountain View, California, United States)
Christopher Allen
(Orbital Sciences Corp. Pomona, CA, United States)
Hema Chandrasekaran
(Search for Extraterrestrial Intelligence Inst. Moffett Field, CA, United States)
Jon M Jenkins
(Ames Research Center Mountain View, California, United States)
Douglas A Caldwell
(Search for Extraterrestrial Intelligence Mountain View, California, United States)
Bill Wohler
(Orbital Sciences Corp. Mountain View, California, United States)
Forrest Girouard
(Orbital Sciences Corp. Pomona, CA, United States)
Sean McCauliff
(Orbital Sciences Corp. Pomona, CA, United States)
Miles T Cote
(Ames Research Center Mountain View, California, United States)
Todd C Klaus
(MEMO FOR CLPS Pomona, CA, United States)
Date Acquired
October 30, 2018
Publication Date
July 19, 2010
Publication Information
Publication: Proceedings of SPIE
Publisher: Society of Photo-Optical Instrumentation Engineers
Volume: 7740
ISSN: 0277-786XX
e-ISSN: 1996-756X
Subject Category
Astronomy
Computer Programming And Software
Report/Patent Number
ARC-E-DAA-TN60135
Report Number: ARC-E-DAA-TN60135
E-ISSN: 1996-756X
ISSN: 0277-786XX
Meeting Information
Meeting: SPIE Astronomical Telescopes + Instrumentation
Location: San Diego, CA
Country: US
Start Date: June 27, 2010
End Date: July 2, 2010
Sponsors: International Society for Optical Engineering
Funding Number(s)
CONTRACT_GRANT: NNA12AC39C
CONTRACT_GRANT: NNA14AB82C
CONTRACT_GRANT: NNX17AK23A
Distribution Limits
Public
Copyright
Use by or on behalf of the US Gov. Permitted.
Keywords
photometry
data validation
Kepler
Earth-size planets
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