Star Cluster Formation and Evolution in M101: An Investigation with the Legacy Extragalactic UV Survey

TL;DR

This study uses Hubble Space Telescope data and machine learning to catalog and analyze star clusters in galaxy M101, revealing environment-dependent disruption rates and demonstrating high classification accuracy.

Contribution

It provides the most complete catalog of star clusters in M101 and evaluates the effectiveness of a neural network classifier compared to human experts.

Findings

StarcNet classifies star clusters with 80-90% accuracy.

Cluster disruption rates vary with environment in M101.

Disruption trends are weaker than in other spiral galaxies.

Abstract

We present Hubble Space Telescope WFC3/UVIS (F275W, F336W) and ACS/WFC optical (F435W, F555W, and F814W) observations of the nearby grand-design spiral galaxy M101 as part of the Legacy Extragalactic UV Survey (LEGUS). Compact sources detected in at least four bands were classified by both human experts and the convolutional neural network StarcNet. Human experts classified the 2,351 brightest sources, retrieving $N_{c} = 965$ star clusters. StarcNet, trained on LEGUS data not including M101, classified all 4,725 sources detected in four bands, retrieving $N_{c} = 2,270$ star clusters. The combined catalog represents the most complete census to date of compact star clusters in M101. We find that for the 2,351 sources with both a visual- and ML-classification StarcNet is able to reproduce the human classifications at high levels of accuracy ($\sim 80-90\%$), which is equivalent to the level of agreement between human classifiers in LEGUS. The derived cluster age distribution implies a disruption rate of $dN/d\tau \propto \tau^{-0.45 \pm 0.14}$ over $10^{7} < \tau < 10^{8.5}$yr for cluster masses $\geq 10^{3.55} M_{\odot}$ for the central region of M101 and $dN/d\tau \propto \tau^{-0.02 \pm 0.15}$ for cluster masses $\geq 10^{3.38} M_{\odot}$ in the northwest region of the galaxy. The trends we recover are weaker than those of other nearby spirals (e.g. M51) and starbursts, consistent with the M101 environment having a lower-density interstellar medium, and providing evidence in favor of environmentally-dependent cluster disruption in the central, southeast, and northwest regions of M101.