20 research outputs found

    Forecasting Chemical Abundance Precision for Extragalactic Stellar Archaeology

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    Increasingly powerful and multiplexed spectroscopic facilities promise detailed chemical abundance patterns for millions of resolved stars in galaxies beyond the Milky Way (MW). Here, we employ the Cram\'er-Rao Lower Bound (CRLB) to forecast the precision to which stellar abundances for metal-poor, low-mass stars outside the MW can be measured for 41 current (e.g., Keck, MMT, VLT, DESI) and planned (e.g., MSE, JWST, ELTs) spectrograph configurations. We show that moderate resolution (R≲5000R\lesssim5000) spectroscopy at blue-optical wavelengths (λ≲4500\lambda\lesssim4500 \AA) (i) enables the recovery of 2-4 times as many elements as red-optical spectroscopy (5000≲λ≲100005000\lesssim\lambda\lesssim10000 \AA) at similar or higher resolutions (R∼10000R\sim 10000) and (ii) can constrain the abundances of several neutron capture elements to ≲\lesssim0.3 dex. We further show that high-resolution (R≳20000R\gtrsim 20000), low S/N (∼\sim10 pixel−1^{-1}) spectra contain rich abundance information when modeled with full spectral fitting techniques. We demonstrate that JWST/NIRSpec and ELTs can recover (i) ∼\sim10 and 30 elements, respectively, for metal-poor red giants throughout the Local Group and (ii) [Fe/H] and [α\alpha/Fe] for resolved stars in galaxies out to several Mpc with modest integration times. We show that select literature abundances are within a factor of ∼\sim2 (or better) of our CRLBs. We suggest that, like ETCs, CRLBs should be used when planning stellar spectroscopic observations. We include an open source python package, \texttt{Chem-I-Calc}, that allows users to compute CRLBs for spectrographs of their choosing.Comment: 60 pages, 24 figures, accepted for publication in ApJ

    Validating Stellar Abundance Measurements from Multi-Resolution Spectroscopy

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    Large-scale surveys will provide spectroscopy for ∼\sim50 million resolved stars in the Milky Way and Local Group. However, these data will have a high degree of heterogeneity and most will be low-resolution (R<10000R<10000), posing challenges to measuring consistent and reliable stellar labels. Here, we introduce a framework for identifying and remedying these issues. By simultaneously fitting the full spectrum and Gaia photometry with the Payne, we measure ∼\sim40 abundances for 8 red giants in M15. From degraded quality Keck/HIRES spectra, we evaluate trends with resolution and S/N and find that (i) ∼\sim20 abundances are recovered consistently within ≲\lesssim0.1 dex agreement and with ≲\lesssim0.05-0.15~dex systematic uncertainties from 10000≲R≲8000010000\lesssim R\lesssim80000; (ii) for 9 elements (C, Mg, Ca, Sc, Ti, Fe, Ni, Y, Nd), this systematic precision and accuracy extends down to R∼2500R\sim2500; and (iii) while most elements do not exhibit strong S/N-dependent systematics, there are non-negligible biases for 4 elements (C, Mg, Ca, and Dy) below S/N∼10\text{S/N}\sim10 pixel−1^{-1}. We compare statistical uncertainties from MCMC sampling to the easier-to-compute Cram\'er-Rao bounds and find that they agree for ∼\sim75% of elements, indicating the latter to be a reliable and faster way to estimate uncertainties. Our analysis illustrates the great promise of low-resolution spectroscopy for stellar chemical abundance work, and ongoing improvements to stellar models (e.g., 3D-NLTE physics) will only further extend its viability to more elements and to higher precision and accuracy.Comment: 46 pages, 26 figures, submitted to ApJS. Comments welcome

    Strong Outflows and Inefficient Star Formation in the Reionization-era Ultra-faint Dwarf Galaxy Eridanus II

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    We present novel constraints on the underlying galaxy formation physics (e.g., mass loading factor, star formation history, metal retention) at z≳7z\gtrsim7 for the low-mass (M∗∼105M_*\sim10^5 M⊙_\odot) Local Group ultra-faint dwarf galaxy (UFD) Eridanus {\sc II} (Eri II). Using a hierarchical Bayesian framework, we apply a one-zone chemical evolution model to Eri II's CaHK-based photometric metallicity distribution function (MDF; [Fe/H]) and find that the evolution of Eri II is well-characterized by a short, exponentially declining star-formation history (τSFH=0.39±0.130.18\tau_\text{SFH}=0.39\pm_{0.13}^{0.18} Gyr), a low star-formation efficiency (τSFE=27.56±12.9225.14\tau_\text{SFE}=27.56\pm_{12.92}^{25.14} Gyr), and a large mass-loading factor (η=194.53±42.6733.37\eta=194.53\pm_{42.67}^{33.37}). Our results are consistent with Eri II forming the majority of its stars before the end of reionization. The large mass-loading factor implies strong outflows in the early history of Eri II and is in good agreement with theoretical predictions for the mass-scaling of galactic winds. It also results in the ejection of >>90\% of the metals produced in Eri II. We make predictions for the distribution of [Mg/Fe]-[Fe/H] in Eri II as well as the prevalence of ultra metal-poor stars, both of which can be tested by future chemical abundance measurements. Spectroscopic follow-up of the highest metallicity stars in Eri II ([Fe/H]>−2\text{[Fe/H]} > -2) will greatly improve model constraints. Our new framework can readily be applied to all UFDs throughout the Local Group, providing new insights into the underlying physics governing the evolution of the faintest galaxies in the reionization era.Comment: 20 pages; 12 figures, submitted to MNRA

    A Panchromatic Study of Massive Stars in the Extremely Metal-poor Local Group Dwarf Galaxy Leo A*

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    We characterize massive stars (M > 8 M⊙) in the nearby (D ∼ 0.8 Mpc) extremely metal-poor (Z ∼ 5% Z⊙) galaxy Leo A using Hubble Space Telescope ultraviolet (UV), optical, and near-infrared (NIR) imaging along with Keck/Low-Resolution Imaging Spectrograph and MMT/Binospec optical spectroscopy for 18 main-sequence OB stars. We find that: (a) 12 of our 18 stars show emission lines, despite not being associated with an H ii region, suggestive of stellar activity (e.g., mass loss, accretion, binary star interaction), which is consistent with previous predictions of enhanced activity at low metallicity; (b) six are Be stars, which are the first to be spectroscopically studied at such low metallicity—these Be stars have unusual panchromatic SEDs; (c) for stars well fit by the TLUSTY nonlocal thermodynamic equilibrium models, the photometric and spectroscopic values of log(Teff)\mathrm{log}({T}_{\mathrm{eff}}) and log(g)\mathrm{log}(g) agree to within ∼0.01 dex and ∼0.18 dex, respectively, indicating that near-UV/optical/NIR imaging can be used to reliably characterize massive (M ∼ 8–30 M⊙) main-sequence star properties relative to optical spectroscopy; (d) the properties of the most-massive stars in H II regions are consistent with constraints from previous nebular emission line studies; and (e) 13 stars with M > 8M⊙ are >40 pc from a known star cluster or H II region. Our sample comprises ∼50% of all known massive stars at Z ≲ 10% Z⊙with derived stellar parameters, high-quality optical spectra, and panchromatic photometry

    Social cohesion through football: a quasi-experimental mixed methods design to evaluate a complex health promotion program

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    Social isolation and disengagement fragments local communities. Evidence indicates that refugee families are highly vulnerable to social isolation in their countries of resettlement. Research to identify approaches to best address this is needed. Football United is a program that aims to foster social inclusion and cohesion in areas with high refugee settlement in New South Wales, Australia, through skills and leadership development, mentoring, and the creation of links with local community and corporate leaders and organisations. The Social Cohesion through Football study’s broad goal is to examine the implementation of a complex health promotion program, and to analyse the processes involved in program implementation. The study will consider program impact on individual health and wellbeing, social inclusion and cohesion, as well as analyse how the program by necessity interacts and adapts to context during implementation, a concept we refer to as plasticity. The proposed study will be the first prospective cohort impact study to our knowledge to assess the impact of a comprehensive integrated program using football as a vehicle for fostering social inclusion and cohesion in communities with high refugee settlement

    Abundance Estimates for 16 Elements in 6 Million Stars from LAMOST DR5 LowResolution Spectra

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    We present the determination of stellar parameters and individual elemental abundances for 6 million stars from ∼8 million low-resolution (R ∼ 1800) spectra from LAMOST DR5. This is based on a modeling approach that we dub the data-driven Payne (DD-Payne), which inherits essential ingredients from both the Payne and the Cannon. It is a data-driven model that incorporates constraints from theoretical spectral models to ensure the derived abundance estimates are physically sensible. Stars in LAMOST DR5 that are in common with either GALAH DR2 or APOGEE DR14 are used to train a model that delivers stellar parameters (T eff, log g, V mic) and abundances for 16 elements (C, N, O, Na, Mg, Al, Si, Ca, Ti, Cr, Mn, Fe, Co, Ni, Cu, and Ba) over a metallicity range of -4 dex < [Fe/H] < 0.6 dex when applied to the LAMOST spectra. Cross-validation and repeat observations suggest that, for S/Npixel ≥ 50, the typical internal abundance precision is 0.03-0.1 dex for the majority of these elements, with 0.2-0.3 dex for Cu and Ba, and the internal precision of T eff and log g is better than 30 K and 0.07 dex, respectively. Abundance systematics at the ∼0.1 dex level are present in these estimates but are inherited from the high-resolution surveys’ training labels. For some elements, GALAH provides more robust training labels, for others, APOGEE. We provide flags to guide the quality of the label determination and identify binary/multiple stars in LAMOST DR5. An electronic version of the abundance catalog is made publicly available.Funding for the project has been provided by the National Development and Reform Commission. LAMOST is operated and managed by the National Astronomical Observatories, Chinese Academy of Sciences.Funding for the Sloan Digital Sky Survey IV has been provided by the Alfred P. Sloan Foundation, the U.S. Department of Energy, Office of Science, and the participating institutions. Funding for the DPAC has been provided by national institutions, in particular the institutions participating in the Gaia Multilateral Agreement

    Stellar Metallicities and Gradients in the Isolated, Quenched Low-mass Galaxy Tucana

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    International audienceWe measure the metallicities of 374 red giant branch (RGB) stars in the isolated, quenched dwarf galaxy Tucana using Hubble Space Telescope narrowband (F395N) calcium H and K imaging. Our sample is a factor of ∼7 larger than what is available from previous studies. Our main findings are as follows. (i) A global metallicity distribution function (MDF) with ⟨[Fe/H]⟩=−1.55−0.04+0.04\langle {\rm{[Fe/H]}}\rangle =-{1.55}_{-0.04}^{+0.04} and σ[Fe/H]=0.54−0.03+0.03{\sigma }_{{\rm{[Fe/H]}}}={0.54}_{-0.03}^{+0.03} . (ii) A metallicity gradient of ‑0.54 ± 0.07 dex Re−1{R}_{e}^{-1} (‑2.1 ± 0.3 dex kpc‑1) over the extent of our imaging (∼2.5 R e ), which is steeper than literature measurements. Our finding is consistent with predicted gradients from the publicly available FIRE-2 simulations, in which bursty star formation creates stellar population gradients and dark matter cores. (iii) Tucana's bifurcated RGB has distinct metallicities: a blue RGB with ⟨[Fe/H]⟩=−1.78−0.06+0.06\langle {\rm{[Fe/H]}}\rangle =-{1.78}_{-0.06}^{+0.06} and σ[Fe/H]=0.44−0.06+0.07{\sigma }_{{\rm{[Fe/H]}}}={0.44}_{-0.06}^{+0.07} and a red RGB with ⟨[Fe/H]⟩=−1.08−0.07+0.07\langle {\rm{[Fe/H]}}\rangle =-{1.08}_{-0.07}^{+0.07} and σ[Fe/H]=0.42−0.06+0.06{\sigma }_{{\rm{[Fe/H]}}}={0.42}_{-0.06}^{+0.06} . (iv) At fixed stellar mass, Tucana is more metal-rich than Milky Way satellites by ∼0.4 dex, but its blue RGB is chemically comparable to the satellites. Tucana's MDF appears consistent with star-forming isolated dwarfs, though MDFs of the latter are not as well populated. (v) About 2% of Tucana's stars have [Fe/H] ‑1. We provide a catalog for community spectroscopic follow-up
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