2021
DOI: 10.1088/1674-4527/21/4/93
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A catalogue of 74 new open clusters found in Gaia Data-Release 2

Abstract: Based on astrometric data from Gaia Data-Release 2 (DR2), we employ an unsupervised machine learning method to blindly search for open star clusters in the Milky Way within the Galactic latitude range of |b| < 20°. In addition to 2080 known clusters, 74 new open cluster candidates are found. In this work, we present the positions, apparent radii, parallaxes, proper motions and member stars of these candidates. Meanwhile, to obtain the physical parameters of each candidate cluster, stellar isochrones are fit… Show more

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Cited by 45 publications
(54 citation statements)
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“…Since the publication of Gaia DR2 (Brown et al, 2018), on the one hand, the parameters of known OCs have been updated (Cantat-Gaudin et al, 2018;Soubiran et al, 2018;Bossini et al, 2019;Monteiro and Dias, 2019;Dias et al, 2021;Tarricq et al, 2021). On the other hand, a large number of new OCs and candidates have been identified (e.g., see Castro-Ginard et al, 2018;Cantat-Gaudin et al, 2019;Castro-Ginard et al, 2019;Sim et al, 2019;Liu and Pang, 2019;Hao et al, 2020;Castro-Ginard et al, 2020;Ferreira et al, 2020;He et al, 2021a;Hunt and Reffert, 2021;Ferreira et al, 2021). With OCs, the nearby spiral arms were studied by Cantat-Gaudin et al ( 2018 2021) compiled a catalogue of more than 3,700 OCs from the references above, and re-calculated the parameters (parallaxes, mean proper motions, radial velocities) based on the latest Gaia EDR3 (Brown et al, 2021).…”
Section: Young Open Clustersmentioning
confidence: 99%
“…Since the publication of Gaia DR2 (Brown et al, 2018), on the one hand, the parameters of known OCs have been updated (Cantat-Gaudin et al, 2018;Soubiran et al, 2018;Bossini et al, 2019;Monteiro and Dias, 2019;Dias et al, 2021;Tarricq et al, 2021). On the other hand, a large number of new OCs and candidates have been identified (e.g., see Castro-Ginard et al, 2018;Cantat-Gaudin et al, 2019;Castro-Ginard et al, 2019;Sim et al, 2019;Liu and Pang, 2019;Hao et al, 2020;Castro-Ginard et al, 2020;Ferreira et al, 2020;He et al, 2021a;Hunt and Reffert, 2021;Ferreira et al, 2021). With OCs, the nearby spiral arms were studied by Cantat-Gaudin et al ( 2018 2021) compiled a catalogue of more than 3,700 OCs from the references above, and re-calculated the parameters (parallaxes, mean proper motions, radial velocities) based on the latest Gaia EDR3 (Brown et al, 2021).…”
Section: Young Open Clustersmentioning
confidence: 99%
“…A new era comes as more and more new open clusters (e.g. Cantat-Gaudin et al 2018Castro-Ginard et al 2018, 2020Sim et al 2019;Liu & Pang 2019;Ferreira et al 2020;He et al 2021), large scale co-eval relic filaments (Jerabkova et al 2019;Beccari et al 2020) and extended stellar streams (Kounkel & Covey 2019) have been discovered recently using Gaia. With the Gaia data, for the first time, it has become possible to extract tidal tails of open star clusters, a challenging task due to the difficulty to distinguish tail stars from the Galactic field population (e.g.…”
Section: Introductionmentioning
confidence: 99%
“…With the advent of the ESA's Gaia space mission (Gaia Collaboration et al 2016), its second data release (DR2, Gaia Collaboration et al 2018) and, more recently, the Early Data Release 3 (EDR3, Gaia Collaboration et al 2021), astronomers have an homogeneous source of data with unprecedented astrometric precision and accuracy that have allowed to increase the census of known OCs and to improve the determinations of their properties. In the last years, the number of papers using data from Gaia and different techniques (from simple visual inspection to supervised or unsupervised machine learning techniques) and reporting the discovery of new OCs has increased notoriously (Castro-Ginard et al 2018;Cantat-Gaudin et al 2019;Ferreira et al 2019;Liu and Pang 2019;Sim et al 2019;Castro-Ginard et al 2020;Casado 2021;He et al 2021;Ferreira et al 2021;Hunt and Reffert 2021;Xiang et al 2021). An important requirement to be able to carry out reliable studies of the Galactic cluster population is that OC parameters are derived in a homogeneous manner.…”
Section: Introductionmentioning
confidence: 99%