The ZTF Source Classification Project – II. Periodicity and variability processing metrics. Issue 2 (26th May 2021)

• Record Type: Journal Article
• Authors: Coughlin, Michael W; Burdge, Kevin; Duev, Dmitry A; Katz, Michael L; van Roestel, Jan; Drake, Andrew; Graham, Matthew J; Hillenbrand, Lynne; Mahabal, Ashish A; Masci, Frank J; Mróz, Przemek; Prince, Thomas A; Yao, Yuhan; Bellm, Eric C; Burruss, Rick; Dekany, Richard; Jaodand, Amruta; Kaplan, David L; Kupfer, Thomas; Laher, Russ R; Riddle, Reed; Rigault, Mickael; Rodriguez, Hector; Rusholme, Ben; Zolkower, Jeffry
• Is Part Of: Monthly notices of the Royal Astronomical Society. Volume 505:Issue 2(2021)
• Page Start: 2954
• Page End: 2965
• Publication Date: 2021-05-26
• Subjects: methods: data analysis -- techniques: photometric -- catalogues -- surveys -- stars: statistics; Astronomy -- Periodicals; Periodicals; 520.5
• DOI: 10.1093/mnras/stab1502
• Languages: English
• ISSNs: 0035-8711

Abstract

ABSTRACT: The current generation of all-sky surveys is rapidly expanding our ability to study variable and transient sources. These surveys, with a variety of sensitivities, cadences, and fields of view, probe many ranges of time-scale and magnitude. Data from the Zwicky Transient Facility (ZTF) yields an opportunity to find variables on time-scales from minutes to months. In this paper, we present the codebase, ztfperiodic, and the computational metrics employed for the catalogue based on ZTF's Second Data Release. We describe the publicly available, graphical-process-unit optimized period-finding algorithms employed, and highlight the benefit of existing and future graphical-process-unit clusters. We show how generating metrics as input to catalogues of this scale is possible for future ZTF data releases. Further work will be needed for future data from the Vera C. Rubin Observatory's Legacy Survey of Space and Time.