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The Astrophysical Journal (ApJ)

Resumen/Descripción – provisto por la editorial en inglés
The Astrophysical Journal is an open access journal devoted to recent developments, discoveries, and theories in astronomy and astrophysics. Publications in ApJ constitute significant new research that is directly relevant to astrophysical applications, whether based on observational results or on theoretical insights or modeling.
Palabras clave – provistas por la editorial

astronomy; astrophysics

Disponibilidad
Institución detectada Período Navegá Descargá Solicitá
No detectada desde jul. 1995 / hasta dic. 2023 IOPScience

Información

Tipo de recurso:

revistas

ISSN impreso

0004-637X

ISSN electrónico

1538-4357

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

Pulsar Candidate Sifting Using Multi-input Convolution Neural Networks

Haitao LinORCID; Xiangru LiORCID; Qingguo Zeng

<jats:title>Abstract</jats:title> <jats:p>Pulsar candidate sifting is an essential process for discovering new pulsars. It aims to search for the most promising pulsar candidates from an all-sky survey, such as the High Time Resolution Universe (HTRU), Green Bank Northern Celestial Cap (GBNCC), Five-hundred-meter Aperture Spherical Radio Telescope, etc. Recently, machine learning (ML) has become a hot topic in investigations of pulsar candidate sifting. However, one typical challenge in ML for pulsar candidate sifting comes from the learning difficulty arising from the high class imbalance between the observed numbers of pulsars and non-pulsars. Therefore, this work proposes a novel framework for candidate sifting, named Multi-input Convolutional Neural Networks (MICNN). MICNN is an architecture of deep learning with four diagnostic plots of a pulsar candidate as its inputs. To train our MICNN on a highly class-imbalanced data set, a novel image augmentation technique is proposed, as well as a three-stage training strategy. Experiments on observations from HTRU and GBNCC show the effectiveness and robustness of these proposed techniques. In the experiments on HTRU, our MICNN model achieves a recall rate of 0.962 and a precision rate of 0.967 even in a highly class-imbalanced test data set.</jats:p>

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

Pp. 104

Revisiting the Sun’s Strong Differential Rotation along Radial Lines

Loren I. MatilskyORCID; Bradley W. HindmanORCID; Juri ToomreORCID

<jats:title>Abstract</jats:title> <jats:p>Current state-of-the-art models of the solar convection zone consist of solutions to the Navier–Stokes equations in rotating, 3D spherical shells. Such models are highly sensitive to the choice of boundary conditions. Here we present two suites of simulations differing only in their outer thermal boundary condition, which is either one of fixed entropy (FE) or fixed flux (FF; corresponding to a fixed gradient in the entropy). We find that the resulting differential rotation is markedly different between the two sets. The FF simulations have strong differential rotation contrast and isocontours tilted along radial lines (in good agreement with the Sun’s interior rotation revealed by helioseismology), whereas the FE simulations have weaker contrast and contours tilted in the opposite sense. We examine in detail the force balances in our models and find that the poleward transport of heat by Busse columns drives a thermal wind responsible for the different rotation profiles. We conclude that the Sun’s strong differential rotation along radial lines may result from the solar emissivity being invariant with latitude (which is similar to the FF condition in our models) and the poleward transport of heat by Busse columns. In future work on convection in the solar context, we strongly advise modelers to use an FF outer boundary condition.</jats:p>

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

Pp. 111

Nonlinear Turbulent Dynamo during Gravitational Collapse

Siyao XuORCID; Alex Lazarian

<jats:title>Abstract</jats:title> <jats:p>Via amplification by turbulent dynamo, magnetic fields can be potentially important for the formation of the first stars. To examine the dynamo behavior during the gravitational collapse of primordial gas, we extend the theory of the nonlinear turbulent dynamo to include the effect of gravitational compression. The relative importance between dynamo and compression varies during contraction, with the transition from dynamo- to compression-dominated amplification of magnetic fields with the increase of density. In the nonlinear stage of magnetic field amplification with the scale-by-scale energy equipartition between turbulence and magnetic fields, reconnection diffusion of magnetic fields in ideal magnetohydrodynamic turbulence becomes important. It causes the violation of the flux-freezing condition and accounts for (a) the small growth rate of the nonlinear dynamo, (b) the weak dependence of magnetic energy on density during contraction, (c) the saturated magnetic energy, and (d) the large correlation length of magnetic fields. The resulting magnetic field structure and the scaling of magnetic field strength with density are radically different from the expectations of flux freezing.</jats:p>

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

Pp. 115

The Formation of a Stellar Association in the NGC 7000/IC 5070 Complex: Results from Kinematic Analysis of Stars and Gas

Michael A. KuhnORCID; Lynne A. Hillenbrand; John M. CarpenterORCID; Angel Rodrigo Avelar Menendez

<jats:title>Abstract</jats:title> <jats:p>We examine the clustering and kinematics of young stellar objects (YSOs) in the North America/Pelican Nebulae, as revealed by Gaia astrometry, in relation to the structure and motions of the molecular gas, as indicated in molecular-line maps. The Gaia parallaxes and proper motions allow us to significantly refine previously published lists of YSOs, demonstrating that many of the objects previously thought to form a distributed population turn out to be nonmembers. The members are subdivided into at least six spatio-kinematic groups, each of which is associated with its own molecular cloud component or components. Three of the groups are expanding, with velocity gradients of 0.3–0.5 km s<jats:sup>−1</jats:sup> pc<jats:sup>−1</jats:sup>, up to maximum velocities of ∼8 km s<jats:sup>−1</jats:sup> away from the groups’ centers. The two known O-type stars associated with the region, 2MASS J20555125+4352246 and HD 199579, are rapidly escaping one of these groups, following the same position–velocity relation as the low-mass stars. We calculate that a combination of gas expulsion and tidal forces from the clumpy distribution of molecular gas could impart the observed velocity gradients within the groups. However, on a global scale, the relative motions of the groups do not appear either divergent or convergent. The velocity dispersion of the whole system is consistent with the kinetic energy gained due to gravitational collapse of the complex. Most of the stellar population has ages similar to the freefall timescales for the natal clouds. Thus, we suggest the nearly freefall collapse of a turbulent molecular cloud as the most likely scenario for star formation in this complex.</jats:p>

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

Pp. 128

Structure and Spectroscopic Properties of Hydrocalcium Isocyanide Isomers: Plausible Astronomical Ca-bearing Molecules

Pilar RedondoORCID; Antonio LargoORCID; Carmen BarrientosORCID

<jats:title>Abstract</jats:title> <jats:p>Recently, the first Ca-bearing molecule discovered in space, calcium isocyanide, CaNC, has been detected in the IRC+10216 circumstellar envelope. Related to CaNC are closed-shell stable molecules of [C, Ca, H, N] composition. One of the isomers with this composition is hydrocalcium isocyanide, HCaNC, which belongs to the hydrometal isocyanide/cyanide group of compounds, among which hydromagnesium isocyanide, HMgNC, is, to date, the only one detected in space. In this work, we have performed a study of the [C, Ca, H, N] isomers that are systems of possible interstellar interest by using quantum theoretical methodologies. The analysis of the relative energies predicts three low-lying isomers: c-HCa–NC (<jats:sup>1</jats:sup>A′), hydrocalcium isocyanide, HCaNC (<jats:sup>1</jats:sup>Σ), and hydrocalcium cyanide, HCaCN (<jats:sup>1</jats:sup>Σ). At the composite level, HCaNC (<jats:sup>1</jats:sup>Σ) and HCaCN (<jats:sup>1</jats:sup>Σ) were located 0.87 and 4.84 kcal mol<jats:sup>−1</jats:sup>, respectively, above the c-HCa–NC (<jats:sup>1</jats:sup>Σ) isomer. Interconversion processes between these isomers have been studied to analyze their stability. Isomer HCaNC is characterized as a transition state and thus directly isomerizes to the c-HCa–NC minimum. The isomerization process of HCaCN → c-HCa–NC shows a small barrier of about 0.76 kcal mol<jats:sup>−1</jats:sup> (∼382 K) above HCaCN, at the highest level of theory employed in this work, suggesting that HCaCN could easily isomerize into the most stable isomer, c-HCa–NC. Our results predict two low-lying isomers, namely, c-HCa–NC (<jats:sup>1</jats:sup>A′) and hydrocalcium cyanide, HCaCN (<jats:sup>1</jats:sup>Σ), as possible candidates for experimental or radioastronomical detection. For these isomers, we provide predictions for their vibrational and rotational spectroscopic parameters that could aid in their eventual characterization in the laboratory or in space.</jats:p>

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

Pp. 135

KIC 12268220: A δ Scuti Pulsating Star and an Active Protohelium White Dwarf in an Eclipsing Binary System

Kaiming CuiORCID; Zhao GuoORCID; Qing Gao; Juanjuan Ren; Junbo Zhang; Yutao ZhouORCID; Jifeng Liu

<jats:title>Abstract</jats:title> <jats:p>We present a photometric, spectroscopic, asteroseismic, and evolutionary analysis of the Algol-type eclipsing binary KIC 12268220. We find the O’Connell effect and anticorrelated eclipse timing variations in the Kepler light curve, revealing the presence of large starspots. Radial velocities and atmospheric parameters are obtained from ground-based spectroscopic observations. Combined with the radial velocity measurements and Gaia-derived total luminosity, our light-curve modeling yields the solution of the physical parameters for both the primary and secondary components. We find 14 independent frequencies arising from the <jats:italic>δ</jats:italic> Scuti primary, and the observed frequencies agree with the frequency range of unstable modes from nonadiabatic calculations. Based on the conclusion from previous literature, we run a grid of models to study the evolution process of our system. The evolutionary tracks of our model suggest that the low-mass (<jats:inline-formula> <jats:tex-math> <?CDATA $\sim 0.23\,{M}_{\odot }$?> </jats:tex-math> <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" overflow="scroll"> <mml:mo>∼</mml:mo> <mml:mn>0.23</mml:mn> <mml:mspace width="0.25em" /> <mml:msub> <mml:mrow> <mml:mi>M</mml:mi> </mml:mrow> <mml:mrow> <mml:mo>⊙</mml:mo> </mml:mrow> </mml:msub> </mml:math> <jats:inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="apjab9b85ieqn1.gif" xlink:type="simple" /> </jats:inline-formula>) evolved secondary shows a similar evolutionary state to the R CMa-type system, which might evolve to an EL CVn system.</jats:p>

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

Pp. 136

Space Telescope and Optical Reverberation Mapping Project. XI. Disk-wind Characteristics and Contributions to the Very Broad Emission Lines of NGC 5548

M. DehghanianORCID; G. J. FerlandORCID; G. A. KrissORCID; B. M. PetersonORCID; K. T. KoristaORCID; M. R. GoadORCID; M. ChatzikosORCID; F. GuzmánORCID; G. De RosaORCID; M. MehdipourORCID; J. KaastraORCID; S. Mathur; M. VestergaardORCID; D. ProgaORCID; T. Waters; M. C. BentzORCID; S. BisogniORCID; W. N. BrandtORCID; E. Dalla BontàORCID; M. M. FausnaughORCID; J. M. GelbordORCID; Keith HorneORCID; I. M. McHardy; R. W. PoggeORCID; D. A. Starkey

<jats:title>Abstract</jats:title> <jats:p>In 2014 the NGC 5548 Space Telescope and Optical Reverberation Mapping campaign discovered a two-month anomaly when variations in the absorption and emission lines decorrelated from continuum variations. During this time the soft X-ray part of the intrinsic spectrum had been strongly absorbed by a line-of-sight (LOS) obscurer, which was interpreted as the upper part of a disk wind. Our first paper showed that changes in the LOS obscurer produces the decorrelation between the absorption lines and the continuum. A second study showed that the base of the wind shields the broad emission-line region (BLR), leading to the emission-line decorrelation. In that study, we proposed the wind is normally transparent with no effect on the spectrum. Changes in the wind properties alter its shielding and affect the spectral energy distribution (SED) striking the BLR, producing the observed decorrelations. In this work we investigate the impact of a translucent wind on the emission lines. We simulate the obscuration using XMM-Newton, NuSTAR, and Hubble Space Telescope observations to determine the physical characteristics of the wind. We find that a translucent wind can contribute a part of the He <jats:sc>ii</jats:sc> and Fe K<jats:italic>α</jats:italic> emission. It has a modest optical depth to electron scattering, which explains the fainter far-side emission in the observed velocity-delay maps. The wind produces the very broad base seen in the UV emission lines and may also be present in the Fe K<jats:italic>α</jats:italic> line. Our results highlight the importance of accounting for the effects of such winds in the analysis of the physics of the central engine.</jats:p>

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

Pp. 141

Using the “Ghost Front” to Predict the Arrival Time and Speed of CMEs at Venus and Earth

Yutian ChiORCID; Christopher ScottORCID; Chenglong Shen; Mathew OwensORCID; Matthew Lang; Mengjiao Xu; Zhihui Zhong; Jie ZhangORCID; Yuming WangORCID; Mike LockwoodORCID

<jats:title>Abstract</jats:title> <jats:p>Using in situ measurements and remote-sensing observations, we study two coronal mass ejections (CMEs) that left the Sun on 2012 June 13–14 and impacted both Venus and Earth while the planets were in close radial alignment. The two CMEs generate multiple fronts in Solar Terrestrial Relations Observatory (STEREO)/Heliospheric Imager (HI) images, which can also be observed in the “J-map” as bifurcated features. We present the “ghost front” model to combine remote observations from STEREO/SECCHI and in situ observations from the Wind and Venus Express (VEX) spacecraft, and to derive the kinematics and propagation directions of the CMEs. By fitting the observations of multiple fronts to a kinematically evolving flux rope model and assuming the CMEs undergo deceleration through frictional drag with a steady-state solar wind, we confirm that the outer and inner fronts of the CMEs as detected in HI images are consistent with peaks in Thomson scattered light returned from the flank and nose of a single front for each CME. An interaction takes place between CME-1 and CME-2 that can be observed in the HI-1 field of view (FOV) before CME-1 encounters Venus. The multipoint in situ observations of the shock–CME interaction event serve as further evidence of the interaction between CMEs. The arrival times calculated from the ghost front model are within 2.5 hr of those observed at VEX and Wind. Our analysis indicates that ghost fronts could provide information about the longitudinally extended shape of the CME in the FOV of HI-1, which can be used to improve the forecast of interplanetary CME arrival time at Earth.</jats:p>

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

Pp. 143

Presupernova Neutrinos: Directional Sensitivity and Prospects for Progenitor Identification

Mainak MukhopadhyayORCID; Cecilia LunardiniORCID; F. X. TimmesORCID; Kai ZuberORCID

<jats:title>Abstract</jats:title> <jats:p>We explore the potential of current and future liquid scintillator neutrino detectors of <jats:inline-formula> <jats:tex-math> <?CDATA ${ \mathcal O }(10)$?> </jats:tex-math> <jats:inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="apjab99a6ieqn1.gif" xlink:type="simple" /> </jats:inline-formula> <jats:italic>kt</jats:italic> mass to localize a presupernova neutrino signal in the sky. In the hours preceding the core collapse of a nearby star (at distance <jats:inline-formula> <jats:tex-math> <?CDATA $D\lesssim 1$?> </jats:tex-math> <jats:inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="apjab99a6ieqn2.gif" xlink:type="simple" /> </jats:inline-formula> kpc), tens to hundreds of inverse beta decay events will be recorded, and their reconstructed topology in the detector can be used to estimate the direction to the star. Although the directionality of inverse beta decay is weak (∼8% forward−backward asymmetry for currently available liquid scintillators), we find that for a fiducial signal of 200 events (which is realistic for Betelgeuse), a positional error of ∼60° can be achieved, resulting in the possibility to narrow the list of potential stellar candidates to less than 10, typically. For a configuration with improved forward−backward asymmetry (∼40%, as expected for a lithium-loaded liquid scintillator), the angular sensitivity improves to ∼15°, and—when a distance upper limit is obtained from the overall event rate—it is in principle possible to uniquely identify the progenitor star. Any localization information accompanying an early supernova alert will be useful to multimessenger observations and to particle physics tests using collapsing stars.</jats:p>

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

Pp. 153

Erratum: “Cascading Constraints from Neutrino-emitting Blazars: The Case of TXS 0506+056” (2019, ApJ, 881, 46)

Anita ReimerORCID; Markus Böttcher; Sara Buson

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

Pp. 168