Search for Brown Dwarfs in IC 1396 with Subaru HSC: Interpreting the Impact of Environmental Factors on Sub-stellar Population
arXiv:2402.05207 · doi:10.1093/mnras/stae369
Abstract
Young stellar clusters are predominantly the hub of star formation and hence, ideal to perform comprehensive studies over the least explored sub-stellar regime. Various unanswered questions like the mass distribution in brown dwarf regime and the effect of diverse cluster environment on brown dwarf formation efficiency still plague the scientific community. The nearby young cluster, IC 1396 with its feedback-driven environment, is ideal to conduct such study. In this paper we adopt a multi-wavelength approach, using deep Subaru HSC, Gaia DR3, Pan-STARRS, UKIDSS/2MASS photometry and machine learning techniques to identify the cluster members complete down to 0.03 M in the central 22 area of IC 1396. We identify 458 cluster members including 62 brown dwarfs which are used to determine mass distribution in the region. We obtain a star-to-brown dwarf ratio of 6 for a stellar mass range 0.03 -- 1 M in the studied cluster. The brown dwarf fraction is observed to increase across the cluster as radial distance from the central OB-stars increases. This study also compiles 15 young stellar clusters to check the variation of star-to-brown dwarf ratio relative to stellar density and UV flux ranging within 4-2500 stars pc and 0.7-7.3 G respectively. The brown dwarf fraction is observed to increase with stellar density but the results about the influence of incident UV flux are inconclusive within this range. This is the deepest study of IC 1396 as of yet and it will pave the way to understand various aspects of brown dwarfs using spectroscopic observations in future.
arXiv comment17 pages, 24 figures, 4 tables
References in corpus (103)
- Scikit-learn: Machine Learning in Python
- The UKIRT Infrared Deep Sky Survey (UKIDSS)
- Estimating distances from parallaxes. V: Geometric and photogeometric distances to 1.47 billion stars in Gaia Early Data Release 3
- New evolutionary models for pre-main sequence and main sequence low-mass stars down to the hydrogen-burning limit
- A Hipparcos census of the nearby OB associations
- Gaia Early Data Release 3: The astrometric solution
- Young massive star clusters
- A Universal Stellar Initial Mass Function? A Critical Look at Variations
- Models of Stars, Brown Dwarfs and Exoplanets
- The UKIRT Infrared Deep Sky Survey ZYJHK Photometric System: Passbands and Synthetic Colours
- A Gaia DR2 view of the Open Cluster population in the Milky Way
- First Data Release of the Hyper Suprime-Cam Subaru Strategic Program
- VOSA: Virtual Observatory SED Analyzer. An application to the Collinder 69 open cluster
- The Formation of Brown Dwarfs as Ejected Stellar Embryos
- The UKIDSS Galactic Plane Survey
- Stellar, brown dwarf and multiple star properties from a radiation hydrodynamical simulation of star cluster formation
- The Hyper Suprime-Cam Software Pipeline
- The Optical to Mid-Infrared Extinction Law Based on the APOGEE, Gaia DR2, Pan-STARRS1, SDSS, APASS, 2MASS and WISE Surveys
- Further Defining Spectral Type "Y" and Exploring the Low-mass End of the Field Brown Dwarf Mass Function
- The properties of brown dwarfs and low-mass hydrogen-burning stars formed by disc fragmentation
- On the mass function of star clusters
- The Spectroscopically Determined Substellar Mass Function of the Orion Nebula Cluster
- The Formation of Free-Floating Brown Dwarves and Planetary-Mass Objects by Photo-Erosion of Prestellar Cores
- Protoplanetary disc truncation mechanisms in stellar clusters: comparing external photoevaporation and tidal encounters
- The Field Substellar Mass Function Based on the Full-sky 20-pc Census of 525 L, T, and Y Dwarfs
- Gravitational fragmentation and the formation of brown dwarfs in stellar clusters
- New isolated planetary mass objects and the stellar and substellar mass function of the sigma Orionis cluster
- X-ray Study of Triggered Star Formation and Protostars in IC 1396N
- Gaia DR2 unravels incompleteness of nearby cluster population: New open clusters in the direction of Perseus
- The Origin and Universality of the Stellar Initial Mass Function
- T Tauri candidates and accretion rates using IPHAS: method and application to IC1396
- 25 Orionis: A Kinematically Distinct 10 Myr Old Group in Orion OB1a
- The stellar population of Sco OB2 revealed by Gaia DR2 data
- Cluster membership probabilities from proper motions and multiwavelength photometric catalogues: I. Method and application to the Pleiades cluster
- A Survey for New Members of Taurus from Stellar to Planetary Masses
- Homogeneous study of Herbig Ae/Be stars from spectral energy distributions and Gaia EDR3
- The formation and dynamical evolution of young star clusters
- Spectroscopy of new brown dwarf members of rho Ophiuchi and an updated initial mass function
- Spectroscopy of brown dwarf candidates in IC 348 and the determination of its substellar IMF down to planetary masses
- Substellar Objects in Nearby Young Clusters (SONYC) IV: A census of very low mass objects in NGC1333
- New Young Stars and Brown Dwarfs in the Upper Scorpius Association
- The Starburst Cluster Westerlund 1: The Initial Mass Function and Mass Segregation
- The star formation history of Upper Scorpius and Ophiuchus
- Evidence of a non universal stellar Initial Mass Function. Insights from HST optical imaging of 6 Ultra Faint Dwarf Milky Way Satellites
- Substellar Objects in Nearby Young Clusters (SONYC) V: New brown dwarfs in rho Ophiuchi
- Stellar disk destruction by dynamical interactions in the Orion Trapezium star cluster
- The low-mass content of the massive young star cluster RCW 38
- Giant planet and brown dwarf formation
- Lupus DANCe. Census of stars and 6D structure with Gaia-DR2 data
- Low Mass Stars and Brown Dwarfs in NGC 2024: Constraints on the Substellar Mass Function
- The Elephant Trunk Nebula and the Trumpler 37 cluster: Contribution of triggered star formation to the total population of an HII region
- The Formation and Early Evolution of Young Massive Clusters
- Substellar Objects in Nearby Young Clusters (SONYC) IX: The planetary-mass domain of Chamaeleon-I and updated mass function in Lupus-3
- A Survey For Planetary-mass Brown Dwarfs in the Taurus and Perseus Star-forming Regions
- The very low-mass stellar content of the young supermassive Galactic star cluster Westerlund 1
- Mid-Infrared Variability of protostars in IC 1396A
- Testing the role of environmental effects on the initial mass function of low-mass stars
- The substellar population of Sigma Orionis: A deep wide survey
- The low-mass Initial Mass Function in the young cluster NGC 6611
- Low mass young stars in the Milky Way unveiled by DBSCAN and Gaia EDR3. Mapping the star forming regions within 1.5 Kpc
- Photoevaporation and close encounters: how the environment around Cygnus OB2 affects the evolution of protoplanetary disks
- Looking deep into the Rosette Nebula's heart: the (sub)stellar content of the massive young cluster NGC 2244
- The bimodal initial mass function in the Orion Nebula Cloud
- Ruprecht 147 DANCe I. Members, empirical isochrone, luminosity and mass distributions
- Substellar Objects in Nearby Young Clusters VII: The substellar mass function revisited
- The low-mass population in the young cluster Stock 8: Stellar properties and Initial Mass Function
- The Structure of the Star-forming Cluster RCW 38
- Optical and Near-Infrared Spectra of sigma Orionis Isolated Planetary-mass Objects
- The low mass star and sub-stellar populations of the 25 Orionis group
- The low-mass Initial Mass Function in the Orion Nebula cluster based on HST/NICMOS III imaging
- System IMF of the 25 Ori Group from Planetary-Mass Objects to Intermediate/High-Mass Stars
- A Novel Survey for Young Substellar Objects with the W-band Filter. I. Filter Design and New Discoveries in Ophiuchus and Perseus
- Formation of freely floating sub-stellar objects via close encounters
- Wide-Field Survey of Emission-line Stars in IC 1396
- The low-mass stellar population in the young cluster Tr37: Disk evolution, accretion, and environment
- Stellar population of the Rosette Nebula and NGC 2244: application of the probabilistic random forest
- HST survey of the Orion Nebula Cluster in the HO 1.4 m absorption band: I. A census of substellar and planetary mass objects
- A Census of Star Formation in the Outer Galaxy II: The GLIMPSE360 Field
- A novel survey for young substellar objects with the W-band filter VI: Spectroscopic census of sub-stellar members and the IMF of Orionis cluster
- A Novel Survey for Young Substellar Objects with the W-band filter II. The Coolest and Lowest Mass Members of the Serpens-South Star-forming Region
- Dispersal timescale of protoplanetary disks in the low-metallicity young cluster Dolidze 25
- A Herschel view of IC 1396 A: Unveiling the different sequences of star formation
- New low-mass members of Chamaeleon I and Cha
- IC 4665 DANCe I. Members, empirical isochrones, magnitude distributions, present-day system mass function, and spatial distribution
- Large Silicon Abundance in Photodissociation Regions
- Star Formation Histories from SEDs and CMDs Agree: Evidence for Synchronized Star Formation in Local Volume Dwarf Galaxies over the Past 3 Gyr
- The Duration of Star Formation in Galactic Giant Molecular Clouds. I. The Great Nebula in Carina
- Membership analysis and 3D kinematics of the star-forming complex around Trumpler 37 using Gaia-DR3
- IRAM and Gaia views of multi-episodic star formation in IC1396A: The origin and dynamics of the Class 0 protostar at the edge of an HII region
- New Candidates for Planetary-mass Brown Dwarfs in IC 348
- Spectroscopic substellar initial mass function of NGC 2244
- The embedded cluster or association Trumpler 37 in IC1396: a search for evolutionary constraints
- Formation of multiple low mass stars, brown dwarfs and planemos via gravitational collapse
- A Random Forest Approach to Identifying Young Stellar Object Candidates in the Lupus Star-Forming Region
- Subaru Hyper Suprime-Cam Survey of Cygnus OB2 Complex -- I: Introduction, Photometry and Source Catalog
- Star formation in IC1396: Kinematics and subcluster structure revealed by Gaia
- What's Behind the Elephant's Trunk? Identifying Young Stellar Objects on the Outskirts of IC1396
- The stellar content of the young open cluster Trumpler 37
- VVVX near-IR photometry for 99 low-mass stars in the Gaia EDR3 Catalog of Nearby Stars
- Measuring Young Stars in Space and Time -- II. The Pre-Main-Sequence Stellar Content of N44
- The first spectroscopically confirmed brown dwarfs in NGC 2264
- The formation of low-mass stars and brown dwarfs
- The Initial Mass Function of Low-mass Stars and Brown Dwarfs in the W3 Complex