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The Astrophysical Journal Supplement (ApJS)

Resumen/Descripción – provisto por la editorial en inglés
The Astrophysical Journal Supplement is an open access journal publishing significant articles containing extensive data or calculations. ApJS also supports Special Issues, collections of thematically related papers published simultaneously in a single volume.
Palabras clave – provistas por la editorial

astronomy; astrophysics

Disponibilidad
Institución detectada Período Navegá Descargá Solicitá
No detectada desde dic. 1996 / hasta dic. 2023 IOPScience

Información

Tipo de recurso:

revistas

ISSN impreso

0067-0049

ISSN electrónico

1538-4365

Editor responsable

American Astronomical Society (AAS)

Idiomas de la publicación

  • inglés

País de edición

Reino Unido

Información sobre licencias CC

https://creativecommons.org/licenses/by/4.0/

Cobertura temática

Tabla de contenidos

Considerations for Optimizing the Photometric Classification of Supernovae from the Rubin Observatory

Catarina S. AlvesORCID; Hiranya V. PeirisORCID; Michelle LochnerORCID; Jason D. McEwen; Tarek AllamORCID; Rahul BiswasORCID

<jats:title>Abstract</jats:title> <jats:p>The Vera C. Rubin Observatory will increase the number of observed supernovae (SNe) by an order of magnitude; however, it is impossible to spectroscopically confirm the class for all SNe discovered. Thus, photometric classification is crucial, but its accuracy depends on the not-yet-finalized observing strategy of Rubin Observatory’s Legacy Survey of Space and Time (LSST). We quantitatively analyze the impact of the LSST observing strategy on SNe classification using simulated multiband light curves from the Photometric LSST Astronomical Time-Series Classification Challenge (PLAsTiCC). First, we augment the simulated training set to be representative of the photometric redshift distribution per SNe class, the cadence of observations, and the flux uncertainty distribution of the test set. Then we build a classifier using the photometric transient classification library <jats:monospace>snmachine</jats:monospace>, based on wavelet features obtained from Gaussian process fits, yielding a similar performance to the winning PLAsTiCC entry. We study the classification performance for SNe with different properties within a single simulated observing strategy. We find that season length is important, with light curves of 150 days yielding the highest performance. Cadence also has an important impact on SNe classification; events with median inter-night gap &lt;3.5 days yield higher classification performance. Interestingly, we find that large gaps (&gt;10 days) in light-curve observations do not impact performance if sufficient observations are available on either side, due to the effectiveness of the Gaussian process interpolation. This analysis is the first exploration of the impact of observing strategy on photometric SN classification with LSST.</jats:p>

Palabras clave: Space and Planetary Science; Astronomy and Astrophysics.

Pp. 23

A Broadband Solar Radio Dynamic Spectrometer Working in the Millimeter-wave Band

ZiQian ShangORCID; Ke Xu; Yang Liu; Zhao Wu; Guang LuORCID; YuanYuan Zhang; Lei Zhang; YanRui Su; Yao ChenORCID; FaBao YanORCID

<jats:title>Abstract</jats:title> <jats:p>Most solar radio telescopes operate below ∼18 GHz and cannot realize a complete frequency coverage of the microwave spectrum, especially in the optically thin regime during solar bursts, which can provide unique information about the magnetic field in the burst area in the solar corona. Therefore, the development of high-frequency microwave observation equipment is demanded by the solar radio community. In this paper, we present a microwave spectrum observation system operating at 35–40 GHz. In this system, the solar radio signal is acquired by an 80 cm Cassegrain circularly polarized antenna, which is then downconverted and channelized by a 35–40 GHz analog front end. The processed signal is finally sent to the digital receiver to generate the microwave dynamic spectrum, which is transmitted by gigabit Ethernet transmission to a host computer. The system performance has been tested and obtained as follows: a noise figure of ∼300 K, system linearity of &gt;0.9999, time resolution of about 134 ms (default), and frequency resolution of 153 kHz. We further conduct calibration for this system and find that the observed Sun–Moon ratio is about 43.1–53.3 @ 35.25 GHz during the new Moon, and is quite close to the theoretical value. The coefficient of variation of the system is ∼0.61% in a 9 hr test. The system has been designed, developed, and tested for over 1 yr in Chashan Solar Observatory and is expected to play an important role in the microwave burst study in the 25th solar cycle.</jats:p>

Palabras clave: Space and Planetary Science; Astronomy and Astrophysics.

Pp. 25

The Spectroscopic Binaries from the LAMOST Medium-resolution Survey. I. Searching for Double-lined Spectroscopic Binaries with a Convolutional Neural Network

Bo ZhangORCID; Ying-Jie JingORCID; Fan YangORCID; Jun-Chen WanORCID; Xin Ji; Jian-Ning FuORCID; Chao LiuORCID; Xiao-Bin ZhangORCID; Feng LuoORCID; Hao TianORCID; Yu-Tao ZhouORCID; Jia-Xin WangORCID; Yan-Jun GuoORCID; Weikai ZongORCID; Jian-Ping XiongORCID; Jiao LiORCID

<jats:title>Abstract</jats:title> <jats:p>We developed a convolutional neural network model to distinguish the double-lined spectroscopic binaries (SB2s) from others based on single-exposure medium-resolution spectra (<jats:italic>R</jats:italic> ∼ 7500). The training set consists of a large set of mock spectra of single stars and binaries synthesized based on the MIST stellar evolutionary model and ATLAS9 atmospheric model. Our model reaches a novel theoretic false-positive rate by adding a proper penalty on the negative sample (e.g., 0.12% and 0.16% for the blue/red arm when the penalty parameter Λ = 16). Tests show that the performance is as expected and favors FGK-type main-sequence (MS) binaries with high mass ratio (<jats:italic>q</jats:italic> ≥ 0.7) and large radial velocity separation (Δ<jats:italic>v</jats:italic> ≥ 50 km s<jats:sup>−1</jats:sup>). Although the real false-positive rate cannot be estimated reliably, validating on eclipsing binaries identified from Kepler light curves indicates that our model predicts low binary probabilities at eclipsing phases (0, 0.5, and 1.0) as expected. The color–magnitude diagram also helps illustrate its feasibility and capability of identifying FGK MS binaries from spectra. We conclude that this model is reasonably reliable and can provide an automatic approach to identify SB2s with period ≲10 days. This work yields a catalog of binary probabilities for over 5 million spectra of 1 million sources from the LAMOST medium-resolution survey (MRS) and a catalog of 2198 SB2 candidates whose physical properties will be analyzed in a follow-up paper. Data products are made publicly available online, as well as our Github website.</jats:p>

Palabras clave: General Earth and Planetary Sciences; General Environmental Science.

Pp. 26

Energy Levels of Singly Ionized and Neutral Hafnium

J. E. LawlerORCID; J. R. Schmidt; E. A. Den HartogORCID

<jats:title>Abstract</jats:title> <jats:p>Improved energy levels for singly ionized and neutral hafnium of both even and odd parity are determined from Fourier transform spectrometer data using a least-squares optimization procedure. Data from interferometric spectrometers provide much tighter control of systematic uncertainties of line position measurements than can be achieved using dispersive spectrometers. The strong optical and near-UV lines connecting these levels are most likely to be used in the determination of isotopic abundance patterns. Comparisons of new results to published ones strongly suggest that our energy levels have systematic uncertainties in the mK (1 mK = 0.001 cm<jats:sup>−1</jats:sup>) range or smaller, and that widely used tables of energy levels for ionized Hf have systematic errors of approximately 70 mK.</jats:p>

Palabras clave: Space and Planetary Science; Astronomy and Astrophysics.

Pp. 27

Revised Energy Levels of Atomic Lanthanum Considering Hyperfine Structure

Feyza GüzelçimenORCID; Laurentius WindholzORCID; Gönül BaşarORCID; Sophie KrögerORCID

<jats:title>Abstract</jats:title> <jats:p>The experimental wavenumbers of 2118 spectral lines from calibrated Fourier transform (FT) spectra have been used to determine revised energy values of 405 fine structure levels of atomic lanthanum, 264 levels of even and 141 levels of odd parity, respectively. For the determination of the level energies a weighted global fit of the center-of-gravity (cg) wavenumbers of all 2118 spectral lines has been done. All lines have been classified previously by different spectroscopic methods and by different authors. In order to achieve high accuracy, the hyperfine (hf) structure was taken into account when determining the cg wavenumbers from the FT spectra. The total uncertainty for all revised energy levels lies below 0.007 cm<jats:sup>−1</jats:sup>. A compilation of all revised energy levels along with their hf structure data is given, as well as a list of the spectral lines used in this investigation.</jats:p>

Palabras clave: Space and Planetary Science; Astronomy and Astrophysics.

Pp. 28

A Uniformly Selected, Southern-sky 6dF, Optical AGN Catalog

Yan-Ping ChenORCID; Ingyin ZawORCID; Glennys R. FarrarORCID; Sana Elgamal

<jats:title>Abstract</jats:title> <jats:p>We have constructed a catalog of active galactic nuclei (AGNs) with <jats:italic>z</jats:italic> &lt; 0.13, based on optical spectroscopy, from the parent sample of galaxies in the Six-Degree Field (6dF) galaxy survey (Final Release of 6dFGS), a census of the Southern Hemisphere. This work is an extension of our all-sky AGN catalog in Zaw et al. (ZCF, hereafter). The ZCF is based on 43,533 galaxies with <jats:italic>K</jats:italic> <jats:sub>s</jats:sub> ≤ 11.75 (<jats:italic>z</jats:italic> ≤ 0.09) in the Two Micron All-Sky Survey (2MASS) Redshift Survey (2MRS). The parent catalog of this work, the 6dF catalog, consists of 136,304 publicly available digital spectra for 125,071 galaxies with decl. ≤ 0° and <jats:italic>K</jats:italic> <jats:sub>s</jats:sub> ≤ 12.65 (median <jats:italic>z</jats:italic> = 0.053). Our AGN catalog consists of 3109 broadline AGNs and 12,156 narrowline AGNs which satisfy the 2003 criteria, of which 3865 also satisfy the 2001 criteria. We also provide emission-line widths, fluxes, flux errors, and signal-to-noise ratios of all the galaxies in our spectroscopic sample, allowing users to customize the selection criteria. In addition, we provide the AGN likelihood for the rest of galaxies based on the availability and quality of their spectra. These likelihood values can be used for rigorous statistical analyses.</jats:p>

Palabras clave: Space and Planetary Science; Astronomy and Astrophysics.

Pp. 29

Very Large Array Radio Study of a Sample of Nearby X-Ray and Optically Bright Early-type Galaxies

Romana GrossováORCID; Norbert WernerORCID; Francesco MassaroORCID; Kiran Lakhchaura; Tomáš PlšekORCID; Krisztina GabányiORCID; Kamlesh RajpurohitORCID; Rebecca E. A. Canning; Paul NulsenORCID; Ewan O’SullivanORCID; Steven W. Allen; Andrew FabianORCID

<jats:title>Abstract</jats:title> <jats:p>Many massive early-type galaxies host central radio sources and hot X-ray atmospheres indicating the presence of radio-mechanical active galactic nucleus (AGN) feedback. The duty cycle and detailed physics of the radio-mode AGN feedback is still a matter of debate. To address these questions, we present 1–2 GHz Karl G. Jansky Very Large Array radio observations of a sample of the 42 nearest optically and X-ray brightest early-type galaxies. We detect radio emission in 41/42 galaxies. However, the galaxy without a radio source, NGC 499, has recently been detected at lower frequencies by the Low-Frequency Array. Furthermore, 27/42 galaxies in our sample host extended radio structures and 34/42 sources show environmental interactions in the form of X-ray cavities. We find a significant correlation between the radio flux density and the largest linear size of the radio emission and between the radio power and the luminosity of the central X-ray point source. The central radio spectral indices of the galaxies span a wide range of values, with the majority of the systems having steep spectra and the rest flat spectra. These results are consistent with AGN activity, where the central radio sources are mostly switched on, thus the duty cycle is very high. Seven out of 14 galaxies with pointlike radio emission (Fanaroff–Riley Class 0; FR 0) also show X-ray cavities indicating that, despite the lack of extended radio structures at 1–2 GHz, these AGNs do launch jets capable of inflating lobes and cavities.</jats:p>

Palabras clave: Space and Planetary Science; Astronomy and Astrophysics.

Pp. 30

Autodifferentiable Spectrum Model for High-dispersion Characterization of Exoplanets and Brown Dwarfs

Hajime KawaharaORCID; Yui KawashimaORCID; Kento MasudaORCID; Ian J. M. CrossfieldORCID; Erwan PannierORCID; Dirk van den BekeromORCID

<jats:title>Abstract</jats:title> <jats:p>We present an autodifferentiable spectral modeling of exoplanets and brown dwarfs. This model enables a fully Bayesian inference of the high-dispersion data to fit the ab initio line-by-line spectral computation to the observed spectrum by combining it with the Hamiltonian Monte Carlo in recent probabilistic programming languages. An open-source code, <jats:sans-serif>ExoJAX</jats:sans-serif> (<jats:ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://github.com/HajimeKawahara/exojax" xlink:type="simple">https://github.com/HajimeKawahara/exojax</jats:ext-link>), developed in this study, was written in Python using the GPU/TPU compatible package for automatic differentiation and accelerated linear algebra, <jats:sans-serif>JAX</jats:sans-serif>. We validated the model by comparing it with existing opacity calculators and a radiative transfer code and found reasonable agreements for the output. As a demonstration, we analyzed the high-dispersion spectrum of a nearby brown dwarf, Luhman 16 A, and found that a model including water, carbon monoxide, and H<jats:sub>2</jats:sub>/He collision-induced absorption was well fitted to the observed spectrum (<jats:italic>R</jats:italic> = 10<jats:sup>5</jats:sup> and 2.28–2.30 <jats:italic>μ</jats:italic>m). As a result, we found that <jats:inline-formula> <jats:tex-math> <?CDATA ${T}_{0}={1295}_{-32}^{+35}$?> </jats:tex-math> <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" overflow="scroll"> <mml:msub> <mml:mrow> <mml:mi>T</mml:mi> </mml:mrow> <mml:mrow> <mml:mn>0</mml:mn> </mml:mrow> </mml:msub> <mml:mo>=</mml:mo> <mml:msubsup> <mml:mrow> <mml:mn>1295</mml:mn> </mml:mrow> <mml:mrow> <mml:mo>−</mml:mo> <mml:mn>32</mml:mn> </mml:mrow> <mml:mrow> <mml:mo>+</mml:mo> <mml:mn>35</mml:mn> </mml:mrow> </mml:msubsup> </mml:math> <jats:inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="apjsac3b4dieqn1.gif" xlink:type="simple" /> </jats:inline-formula> K at 1 bar and C/O = 0.62 ± 0.03, which is slightly higher than the solar value. This work demonstrates the potential of a full Bayesian analysis of brown dwarfs and exoplanets as observed by high-dispersion spectrographs and also directly imaged exoplanets as observed by high-dispersion coronagraphy.</jats:p>

Palabras clave: Space and Planetary Science; Astronomy and Astrophysics.

Pp. 31

The Preprocessing of Galaxies in the Early Stages of Cluster Formation in Abell 1882 at z = 0.139

Aparajita SenguptaORCID; William C. KeelORCID; Glenn MorrisonORCID; Rogier A. WindhorstORCID; Neal MillerORCID; Brent SmithORCID

<jats:title>Abstract</jats:title> <jats:p>A rare opportunity to distinguish between internal and environmental effects on galaxy evolution is afforded by “SuperGroups,” systems that are rich and massive, but include several comparably rich substructures, surrounded by filaments. We present here a multiwavelength photometric and spectroscopic study of the galaxy population in the SuperGroup Abell 1882 (A1882) at <jats:italic>z</jats:italic> = 0.139, combining new data from the MMT and Hectospec with archival results from the Galaxy And Mass Assembly survey, the Sloan Digital Sky Survey, the Nasa/IPAC Extragalactic Database, the Gemini Multi-Object Spectrograph, and the Galaxy Evolution Explorer. These provide spectroscopic classifications for 526 member galaxies, across wide ranges of local density and velocity dispersion. We identify three prominent filaments along which galaxies seem to be entering the SuperGroup (mostly in E–W directions). A1882 has a well-populated red sequence, containing most galaxies with stellar mass &gt;10<jats:sup>10.5</jats:sup> <jats:italic>M</jats:italic> <jats:sub>Sun</jats:sub>, and a pronounced color–density relation even within its substructures. Thus, galaxy evolution responds to the external environment as strongly in these unrelaxed systems as we find in rich and relaxed clusters. From these data, local density remains the primary factor, with a secondary role for distance from the inferred center of the entire structure’s potential well. The effects on star formation, as traced by optical and near-UV colors, depend on galaxy mass. We see changes in lower-mass galaxies (<jats:italic>M</jats:italic> &lt; 10<jats:sup>10.5</jats:sup> <jats:italic>M</jats:italic> <jats:sub>Sun</jats:sub>) at four times the virial radius of major substructures, while the more massive near-UV Green Valley galaxies show low levels of star formation within two virial radii. The suppression of star formation (“quenching”) occurs in the infall regions of these structures even before the galaxies enter the denser group environment.</jats:p>

Palabras clave: Space and Planetary Science; Astronomy and Astrophysics.

Pp. 32

Trajectory-based Simulation of Far-infrared Collision-induced Absorption Profiles of CH4–N2 for Modeling Titan’s Atmosphere

Artem A. FinenkoORCID; Bruno BézardORCID; Iouli E. GordonORCID; Daniil N. Chistikov; Sergei E. LokshtanovORCID; Sergey V. Petrov; Andrey A. VigasinORCID

<jats:title>Abstract</jats:title> <jats:p>We report the results of the trajectory-based simulation of far-infrared collision-induced absorption (CIA) due to CH<jats:sub>4</jats:sub>–N<jats:sub>2</jats:sub> pairs at temperatures between 70 and 400 K. Our analysis utilizes recently calculated high-level potential energy and induced dipole surfaces. Treating collision partners as rigid rotors, the time evolution of interaction-induced dipole is accumulated over a vast ensemble of classical trajectories and subsequently transformed into a CIA spectrum via Fourier transform. In our calculations, both bound and unbound states are properly accounted for, and the rigorous theory of lower-order spectral moments is addressed to check the accuracy of simulated profiles. Classically derived trajectory-based profiles are subject to two approximate desymmetrization procedures so that resulting profiles conform to the quantum principle of detailed balance. The simulated profiles are compared to laboratory measurements and employed for modeling Titan’s spectra in the 50–500 cm<jats:sup>−1</jats:sup> range. Based on the desymmetrized simulated profiles, a new semiempirical model for CH<jats:sub>4</jats:sub>–N<jats:sub>2</jats:sub> CIA is proposed for modeling Titan’s infrared spectra. Synthetic spectra derived using this model yield an excellent agreement with the data recorded by the Composite Infrared Spectrometer aboard the Cassini spacecraft at low and high emission angles.</jats:p>

Palabras clave: Space and Planetary Science; Astronomy and Astrophysics.

Pp. 33