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• W3215660076 abstract "We present an innovative and widely applicable approach for the detection and classification of stellar clusters, developed for the PHANGS-HST Treasury Program, an $NUV$-to-$I$ band imaging campaign of 38 spiral galaxies. Our pipeline first generates a unified master source list for stars and candidate clusters, to enable a self-consistent inventory of all star formation products. To distinguish cluster candidates from stars, we introduce the Multiple Concentration Index (MCI) parameter, and measure inner and outer MCIs to probe morphology in more detail than with a single, standard concentration index (CI). We improve upon cluster candidate selection, jointly basing our criteria on expectations for MCI derived from synthetic cluster populations and existing cluster catalogues, yielding model and semi-empirical selection regions (respectively). Selection purity (confirmed clusters versus candidates, assessed via human-based classification) is high (up to 70$%$) for moderately luminous sources in the semi-empirical selection region, and somewhat lower overall (outside the region or fainter). The number of candidates rises steeply with decreasing luminosity, but pipeline-integrated Machine Learning (ML) classification prevents this from being problematic. We quantify the performance of our PHANGS-HST methods in comparison to LEGUS for a sample of four galaxies in common to both surveys, finding overall agreement with $50-75%$ of human verified star clusters appearing in both catalogues, but also subtle differences attributable to specific choices adopted by each project. The PHANGS-HST ML-classified Class 1 or 2 catalogues reach $sim1$ magnitude fainter, $sim2times$ lower stellar mass, and are $2{-}5times$ larger in number, than attained in the human classified samples." @default.
• W3215660076 created "2021-12-06" @default.
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• W3215660076 date "2021-11-11" @default.
• W3215660076 modified "2023-10-09" @default.
• W3215660076 title "PHANGS-HST: new methods for star cluster identification in nearby galaxies" @default.
• W3215660076 cites W1582749556 @default.
• W3215660076 cites W1920021936 @default.
• W3215660076 cites W1965941590 @default.
• W3215660076 cites W1973505814 @default.
• W3215660076 cites W1977165498 @default.
• W3215660076 cites W1978610876 @default.
• W3215660076 cites W1979326205 @default.
• W3215660076 cites W1980769538 @default.
• W3215660076 cites W1985654146 @default.
• W3215660076 cites W1994421189 @default.
• W3215660076 cites W2007088574 @default.
• W3215660076 cites W2011720723 @default.
• W3215660076 cites W2016888075 @default.
• W3215660076 cites W2017613871 @default.
• W3215660076 cites W2041508062 @default.
• W3215660076 cites W2044042419 @default.
• W3215660076 cites W2066034174 @default.
• W3215660076 cites W2076027819 @default.
• W3215660076 cites W2082373511 @default.
• W3215660076 cites W2086156025 @default.
• W3215660076 cites W2087302529 @default.
• W3215660076 cites W2091448313 @default.
• W3215660076 cites W2095172827 @default.
• W3215660076 cites W2102221834 @default.
• W3215660076 cites W2142238829 @default.
• W3215660076 cites W2146944257 @default.
• W3215660076 cites W2154986370 @default.
• W3215660076 cites W2155991952 @default.
• W3215660076 cites W2171782199 @default.
• W3215660076 cites W2172061719 @default.
• W3215660076 cites W2273524613 @default.
• W3215660076 cites W2400015899 @default.
• W3215660076 cites W2438983477 @default.
• W3215660076 cites W2561087532 @default.
• W3215660076 cites W2611690120 @default.
• W3215660076 cites W2793579110 @default.
• W3215660076 cites W2883232434 @default.
• W3215660076 cites W2886710887 @default.
• W3215660076 cites W2891168745 @default.
• W3215660076 cites W2897483831 @default.
• W3215660076 cites W2899552690 @default.
• W3215660076 cites W2905447895 @default.
• W3215660076 cites W2913096582 @default.
• W3215660076 cites W2950855646 @default.
• W3215660076 cites W2951562355 @default.
• W3215660076 cites W2951722332 @default.
• W3215660076 cites W2962862238 @default.
• W3215660076 cites W2979378157 @default.
• W3215660076 cites W2999866016 @default.
• W3215660076 cites W3000091828 @default.
• W3215660076 cites W3004517575 @default.
• W3215660076 cites W3023482865 @default.
• W3215660076 cites W3040946362 @default.
• W3215660076 cites W3081792152 @default.
• W3215660076 cites W3098247218 @default.
• W3215660076 cites W3098434082 @default.
• W3215660076 cites W3099970198 @default.
• W3215660076 cites W3100643694 @default.
• W3215660076 cites W3100944834 @default.
• W3215660076 cites W3101187304 @default.
• W3215660076 cites W3101419551 @default.
• W3215660076 cites W3103080833 @default.
• W3215660076 cites W3103733614 @default.
• W3215660076 cites W3103937431 @default.
• W3215660076 cites W3103995240 @default.
• W3215660076 cites W3104352996 @default.
• W3215660076 cites W3104443802 @default.
• W3215660076 cites W3105094438 @default.
• W3215660076 cites W3105375953 @default.
• W3215660076 cites W3105502926 @default.
• W3215660076 cites W3105710181 @default.
• W3215660076 cites W3106199679 @default.
• W3215660076 cites W3107996753 @default.
• W3215660076 cites W3120584695 @default.
• W3215660076 cites W3122655393 @default.
• W3215660076 cites W3122846358 @default.

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