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Local alignments of parsec-scale AGN radiojets 秒差距尺度AGN射电喷流的局部对准
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-06-11 DOI: 10.1051/0004-6361/202140764
N. Mandarakas, D. Blinov, C. Casadio, V. Pelgrims, S. Kiehlmann, V. Pavlidou, K. Tassis
Context.Coherence in the characteristics of neighboring sources in 2D and 3D space may suggest the existence of large-scale cosmic structures, which are useful for cosmological studies. Numerous works have been conducted to detect such features in global scalesas well as in confined areas of the sky. However, results are often contradictory and their interpretation remains controversial. Aims.We investigate the potential alignment of parsec-scale radio jets in localized regions of the coordinates-redshift space. Methods.We use data from the Astrogeo VLBI FITS image database to deduce jet directions of radio sources. We perform the search for statistical alignments between nearby sources and explore the impact of instrumental biases. Results.We unveil four regions for which the alignment between jet directions deviates from randomness at a significance level of more than 5 sigma and is unlikely due to instrumental systematics. Intriguingly, their locations coincide with other known large-scale cosmic structures and/or regions of alignments. Conclusions.If the alignments found are the result of physical processes, the discovered regions may designate some of the largest structures known to date.
上下文。二维和三维空间中相邻光源特征的相干性可能表明大尺度宇宙结构的存在,这对宇宙学研究是有用的。已经进行了大量的工作,以在全球范围内以及在天空的有限区域内检测这些特征。然而,结果往往是相互矛盾的,其解释仍然存在争议。目标我们研究了秒差距尺度射电喷流在坐标红移空间局部区域的潜在对准。方法。我们使用来自Astrogeo VLBI FITS图像数据库的数据来推断射电源的喷射方向。我们在附近的来源之间进行统计一致性的搜索,并探索工具偏差的影响。结果。我们揭示了四个区域,其中射流方向之间的对齐偏离随机性的显著性水平超过5西格玛,并且不太可能由于仪器系统。有趣的是,它们的位置与其他已知的大规模宇宙结构和/或排列区域相吻合。结论。如果发现的排列是物理过程的结果,那么发现的区域可能会指定迄今为止已知的一些最大的结构。
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引用次数: 0
Relation of internal attenuation, dust emission, and the size of spiral galaxies 螺旋星系内部衰减、尘埃发射与大小的关系
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-06-09 DOI: 10.1051/0004-6361/202140851
M. L. Corredoira, C. Gutiérrez
Aims. Dust in spiral galaxies produces emission in the far-infrared (FIR) and internal absorption in visible wavelengths. However, the relation of the two amounts is not trivial because optical absorption may saturate, but the FIR emission does not. Moreover, the volume concentration of dust plays a role in the relation of absorption and emission, which depends on the size of the galaxy. We explore the relation of these three quantities. Methods. In order to understand the geometrical problem, we developed a model of dust distribution. We also investigated the relation of the three variables with real data of spiral galaxies at z < 0.2 using the spectroscopic Sloan Digital Sky Survey (SDSS) and FIR AKARI survey. Internal absorptions were derived with two different methods: the ratio of emission lines Hα and Hβ, and a previously calibrated relation based on the color variations as a function of absolute magnitude and concentration index. Results. We find that in our low-z sample, the dependence of the average internal attenuation on galaxy size is negligible on average because of the relation of dust mass with size. It allows us to derive the internal attenuation of the galaxy, AV , even when we only know its FIR flux. This attenuation approximately depends on the inclination of the galaxy i as AV = γV log10 ( 1 cos i ) , where γV is a constant. We found that γV has a maximum value for galaxies of 1.45 ± 0.27 magnitudes. When similar properties of dust are assumed, a general expression can be used at any z: γV = (1.45 ± 0.27) f exp [−(1.0±0.6) fM ] M and fM = 7.6×10−6α−1.75 hR × ( FFIR 700 Jy )1.87 × fcosmol.(z); the dependence on the cosmological model is embedded in fcosmol.(z) = dL(z)(Mpc)(1+ z)(1.75η−1.87), where η = 2 for cosmologies following Etherington’s relation, dL is the luminosity distance, αhR is the angular size of the scalelength, and FFIR the flux at wavelength 100(1 + z) μm. Conclusions. For cases of nonsaturation ( f . 3.6), this might be used as a cosmological test because the factor fcosmol. at high z varies strongly in different cosmologies. Although the present-day sensitivity of FIR or millimeter surveys does not allow us to carry out this cosmological test within the standard model, it may be used in the future, when we can observe galaxies at z = 3− 5 with a sensitivity at ∼500 μm better than ∼ 10 μJy, for instance. For much lower z or different cosmological models, a test might be feasible at present.
目标螺旋星系中的尘埃产生远红外(FIR)辐射和可见光的内部吸收。然而,这两个量的关系不是微不足道的,因为光学吸收可能饱和,但FIR发射不会。此外,尘埃的体积浓度在吸收和发射的关系中起作用,这取决于星系的大小。我们探讨这三个量的关系。方法。为了理解这个几何问题,我们建立了一个粉尘分布模型。我们还利用光谱斯隆数字巡天(SDSS)和FIR AKARI巡天研究了这三个变量与z < 0.2螺旋星系真实数据的关系。内部吸收用两种不同的方法推导:发射线Hα和Hβ的比值,以及先前校准的基于颜色变化作为绝对星等和浓度指数的函数的关系。结果。我们发现,在我们的低z样本中,由于尘埃质量与大小的关系,平均内部衰减对星系大小的依赖平均可以忽略不计。它允许我们推导出星系的内部衰减,即AV,即使我们只知道它的FIR通量。这种衰减大约取决于星系i的倾角AV = γV log10 (1 cos i),其中γV是一个常数。我们发现γV在星系中的最大值为1.45±0.27等。当假设尘埃具有相似的性质时,可以在任意z处使用一般表达式:γV =(1.45±0.27)f exp[−(1.0±0.6)fM] M, fM = 7.6×10−6α−1.75 hR × (FFIR 700 Jy)1.87 × fcosmol.(z);(z) = dL(z)(Mpc)(1+ z)(1.75η−1.87),其中η = 2为Etherington关系,dL为光度距离,αhR为尺度长度的角尺寸,FFIR为波长100(1 + z) μm处的通量。结论。对于不饱和情况(f。3.6),这可能被用作宇宙学测试,因为宇宙学的因素。高z值在不同的宇宙学中变化很大。虽然目前的FIR或毫米巡天的灵敏度不允许我们在标准模型中进行这种宇宙学测试,但将来可能会使用它,例如,当我们能够以~ 500 μm比~ 10 μJy的灵敏度观察z = 3−5的星系时。对于更低的z或不同的宇宙模型,目前的测试可能是可行的。
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引用次数: 0
The rho Ophiuchi region revisited with Gaia EDR3. Two young populations, new members, and old impostors 盖亚EDR3重新访问了蛇夫座区域。两个年轻人,新成员和老骗子
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-06-09 DOI: 10.1051/0004-6361/202140438
Natalie Grasser, Sebastian Ratzenböck, J. Alves, J. Großschedl, S. Meingast, C. Zucker, Á. Hacar, C. Lada, A. Goodman, M. Lombardi, John C. Forbes, I. Bomze, Torsten Möller
Context. Young and embedded stellar populations are important probes of the star formation process. Their properties and the environments they create have the potential to a ff ect the formation of new planets. Paradoxically, we have a better census of nearby embedded young populations than of the slightly more evolved optically visible young populations. The high accuracy measurements and all-sky coverage of Gaia data are about to change this situation. Aims. This work aims to construct the most complete sample to date of young stellar objects (YSOs) in the ρ Oph region. Methods. We compile a catalog of 1114 Ophiuchus YSOs from the literature and cross-match it with the Gaia EDR3, Gaia -ESO, and APOGEE-2 surveys. We apply a multivariate classification algorithm to this catalog to identify new, co-moving population candidates. Results. We find 191 new high-fidelity YSO candidates in the Gaia EDR3 catalog belonging to the ρ Oph region. The new sources appear to be mainly ClassIII M stars and substellar objects and are less extincted than the known members, while we find that 28 of the previously unknown sources are YSOs with circumstellar disks (ClassI or ClassII). The analysis of the proper motion distri- bution of the entire sample reveals a well-defined bimodality, implying two distinct populations sharing a similar 3D volume. The first population comprises young stars’ clusters around the ρ Ophiuchi star and the main Ophiuchus clouds (L1688, L1689, L1709). In contrast, the second population is slightly older ( ∼ 10Myr), more dispersed, has a distinct proper motion, and is possibly from the Upper Sco group. The two populations are moving away from each other at about 4.1kms − 1 and will no longer overlap in about 4Myr. Finally, we flag 17 sources in the literature sample as likely impostors, which are sources that exhibit large deviations from the average properties of the ρ Oph population. Our results show the importance of accurate 3D space and motion information for improved stellar population analysis.
上下文。年轻的和嵌入的恒星群是恒星形成过程的重要探测器。它们的特性和它们所创造的环境有可能影响新行星的形成。矛盾的是,我们对附近嵌入的年轻人口的普查比稍微进化的光学可见的年轻人口更好。盖亚数据的高精度测量和全天覆盖即将改变这种状况。目标这项工作的目的是构建迄今为止在蛇夫ρ区最完整的年轻恒星物体(YSOs)样本。方法。我们根据文献编制了1114个蛇夫座YSOs的目录,并与Gaia EDR3、Gaia -ESO和APOGEE-2调查进行了交叉比对。我们应用多元分类算法来识别新的,共同移动的候选人口。结果。我们在Gaia EDR3星表中发现了191个新的高保真YSO候选者,它们属于ρ Oph区域。新的来源似乎主要是ii级M星和亚恒星天体,并且比已知成员更少灭绝,而我们发现先前未知的来源中有28个是具有星周盘的yso (ClassI或ClassI)。对整个样本的适当运动分布的分析揭示了一个定义良好的双峰,这意味着两个不同的种群共享相似的3D体积。第一个星团由围绕蛇夫座ρ星和蛇夫座主星云(L1688, L1689, L1709)的年轻星团组成。相比之下,第二种群年龄稍大(~ 10Myr),更分散,有明显的固有运动,可能来自上Sco组。这两个种群以大约4.1km - 1的速度相互远离,并在大约4Myr时不再重叠。最后,我们将文献样本中的17个来源标记为可能的冒名顶替者,这些来源显示出与ρ Oph人口的平均属性有很大偏差。我们的研究结果显示了精确的三维空间和运动信息对于改进恒星群分析的重要性。
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引用次数: 6
Time-dependent properties of sunspot groups. I. Lifetime and asymmetric evolution 太阳黑子群的时变特性。1 .生命周期和不对称进化
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-06-09 DOI: 10.1051/0004-6361/202140731
E. Forg'acs-Dajka, L. Dobos, I. Ballai
Aims. In this paper, we aim to study the time dependence of sunspot group areas in a large sample composed of various databases spanning over 130 years, used state-of-the-art statistical methods. Methods. For a carefully selected but unbiased sample, we use Bayesian modelling to fit the temporal evolution of the combined umbral and penumbral area of spot groups with a skew-normal function to determine the existence of any asymmetry in spot growth or decay. Our primary selection criteria guaranteed that only spot groups with a well-defined maximum area were taken into account. We also analysed the covariance of the resulting model parameters and their correlations with the physical parameters of the sunspots and the ongoing solar cycle. Results. Our results show that the temporal evolution of well-observed sunspot groups that reach at least 50 millionths of a solar hemisphere (MSH) at their maximum can be fitted surprisingly well with our model. Furthermore, we show significant asymmetry - described by a skew parameter of fitted curves - between the growing and decaying phases of analysed sunspot groups. In addition, we found a weak correlation between the values of skew parameters and the maximum area of sunspot groups and their hemispherical latitude.
目标本文采用最先进的统计方法,在130多年的大样本数据库中研究了太阳黑子群面积的时间依赖性。方法。对于精心挑选但无偏的样本,我们使用贝叶斯模型来拟合斑点组的组合本影和半影区域的时间演变与斜正态函数,以确定斑点生长或衰减中是否存在任何不对称性。我们的主要选择标准保证只考虑具有明确定义的最大面积的斑点组。我们还分析了所得模型参数的协方差及其与太阳黑子物理参数和正在进行的太阳周期的相关性。结果。我们的研究结果表明,经过充分观测的太阳黑子群的时间演化,其最大值至少达到太阳半球(MSH)的50万分之一,可以很好地与我们的模型相吻合。此外,我们显示了显著的不对称性-由拟合曲线的偏态参数描述-在分析的太阳黑子群的生长和衰减阶段之间。此外,我们发现偏斜参数值与太阳黑子群的最大面积及其半球纬度之间存在弱相关性。
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引用次数: 4
From electrons to Janskys: Full stokes polarized radiative transfer in 3D relativistic particle-in-cell jet simulations 从电子到扬斯基:三维相对论粒子胞内射流模拟中的全斯托克斯极化辐射传输
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-06-09 DOI: 10.1051/0004-6361/201937241
N. MacDonald, K. Nishikawa
The underlying plasma composition of relativistic extragalactic jets remains largely unknown. Relativistic magnetohydrodynamic (RMHD) models are able to reproduce many of the observed macroscopic features of these outflows. The nonthermal synchrotron emission detected by very long baseline interferometric (VLBI) arrays, however, is a by-product of the kinetic-scale physics occurring within the jet, physics that is not modeled directly in most RMHD codes. This paper attempts to discern the radiative differences between distinct plasma compositions within relativistic jets using small-scale 3D relativistic particle-in-cell (PIC) simulations. We generate full Stokes imaging of two PIC jet simulations, one in which the jet is composed of an electron-proton ($e^{-}$-$p^{+}$) plasma (i.e., a normal plasma jet), and the other in which the jet is composed of an electron-positron ($e^{-}$-$e^{+}$) plasma (i.e., a pair plasma jet). We examined the differences in the morphology and intensity of the linear polarization (LP) and circular polarization (CP) emanating from these two jet simulations. We find that the fractional level of CP emanating from the $e^{-}$-$p^{+}$ plasma jet is orders of magnitude larger than the level emanating from an $e^{-}$-$e^{+}$ plasma jet of a similar speed and magnetic field strength. In addition, we find that the morphology of both the linearly and circularly polarized synchrotron emission is distinct between the two jet compositions. We also demonstrate the importance of slow-light interpolation and we highlight the effect that a finite light-crossing time has on the resultant polarization when ray-tracing through relativistic plasma.
相对论性河外喷流的潜在等离子体组成在很大程度上仍然未知。相对论磁流体力学(RMHD)模型能够重现许多观测到的这些外流的宏观特征。然而,超长基线干涉(VLBI)阵列检测到的非热同步辐射是射流中发生的动力学尺度物理的副产品,大多数RMHD代码中没有直接模拟物理。本文试图利用小规模三维相对论粒子池(PIC)模拟来辨别相对论射流中不同等离子体组成之间的辐射差异。我们生成了两个PIC射流模拟的全Stokes成像,其中一个射流由电子-质子($e^{-}$-$p^{+}$)等离子体组成(即正常等离子体射流),另一个射流由电子-正电子($e^{-}$-$e^{+}$)等离子体组成(即一对等离子体射流)。我们研究了这两种射流模拟产生的线偏振(LP)和圆偏振(CP)的形态和强度的差异。我们发现,从$e^{-}$-$p^{+}$等离子体射流中发出的CP的分数阶比从相同速度和磁场强度的$e^{-}$-$e^{+}$等离子体射流中发出的CP的分数阶要大几个数量级。此外,我们发现在两种射流组成中,线偏振和圆偏振同步辐射的形态是不同的。我们还证明了慢光插值的重要性,并强调了当射线追踪通过相对论等离子体时,有限的光穿越时间对合成偏振的影响。
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引用次数: 1
Orbital eccentricities as indicators of stellar populations. II. Vertical velocity distribution from the Gaia DR2 catalogue 轨道偏心率作为恒星群的指示器。2盖亚DR2星表的垂直速度分布
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-06-09 DOI: 10.1051/0004-6361/202140835
R. Cubarsi, M. Stojanović, S. Ninkovič
Context. In previous work, we showed how the planar and vertical eccentricities of disc stars, e and e′, could be used as indicators of the stars’ kinematic populations. For a local stellar sample drawn from the Gaia DR2 catalogue, these populations were represented geometrically in the eccentricity diagram, e′2 vs. e2, approximately separated by straight lines. Aims. In the current work, we propose a new relationship between the star’s perpendicular velocity and its vertical eccentricity, allowing for a reevaluation of the critical vertical eccentricity and maximum height, zmax, specific to each population component. Methods. We approximated the local potential function to be consistent with the actual shape of the curve that relates the maximum vertical speed of a star and its maximum height. The curve corresponds to a non-linear restoring vertical force, where the stiffness decreases with an increase in the maximum height. The constants involved in this fitting, together with the population velocity dispersions, determine the specific region for each population in the eccentricity diagram. Results. The new classification determines 88% of the sample is made up of thin disc stars and 9% of thick disc stars, whereby 3% of the stars have been relabelled, by providing thinner thin and thick discs. Nested thin disc subsamples allow us to estimate Strömberg’s asymmetric drift equation, leading to a heliocentric velocity of the circular orbit of Vc ≈ −12.9 km s−1, an absolute rotation velocity of Θc ≈ 227 km s−1, and a rotation component of the Galactocentric velocity of the Sun at Θ ≈ 240 km s−1. Conclusions. The thin disc stars of our local sample are characterised based on values 0 ≤ e ≤ 0.32, 0 ≤ e′ ≤ 0.09, and zmax = 0.7 kpc. Disc stars satisfy 0 ≤ e ≤ 0.44, 0 ≤ e′ ≤ 0.18, zmax = 1.5 kpc. The maximum vertical peculiar velocity for disc stars is found to be w0 = 115 km s−1. The assumed potential provides a stellar density of the disc vanishing at z0 = 1.8 kpc. The approximate behaviour in the local disc is that a small decrease in the stiffness is associated with a relative decrease in the limiting velocity, which produces a thinner disc and a loss of stars in the local cylinder, both in a similar proportion to the limiting velocity.
上下文。在之前的工作中,我们展示了盘状恒星的平面和垂直偏心率e和e '可以作为恒星运动种群的指标。对于从盖亚DR2星表中提取的一个本地恒星样本,这些恒星群在偏心率图中以几何方式表示,e ' 2对e2,大约用直线分开。目标在目前的工作中,我们提出了恒星垂直速度与其垂直偏心率之间的新关系,允许重新评估临界垂直偏心率和最大高度zmax,具体到每个人口组成部分。方法。我们将局部势函数近似为与恒星的最大垂直速度与其最大高度相关的曲线的实际形状一致。该曲线对应于非线性恢复垂直力,其中刚度随着最大高度的增加而减小。这种拟合所涉及的常数,连同种群速度的分散,决定了偏心图中每个种群的特定区域。结果。新的分类确定了88%的样本由薄盘星和9%的厚盘星组成,其中3%的恒星通过提供更薄的薄盘和厚盘被重新标记。嵌套的薄圆盘子样本使我们能够估计Strömberg的不对称漂移方程,从而得出Vc圆轨道的日心速度≈−12.9 km s−1,绝对自转速度Θc≈227 km s−1,以及太阳的银河系中心速度的旋转分量Θ≈240 km s−1。结论。我们本地样本的薄盘星的特征值为0≤e≤0.32,0≤e′≤0.09,zmax = 0.7 kpc。盘星满足0≤e≤0.44,0≤e′≤0.18,zmax = 1.5 kpc。盘状恒星的最大垂直特殊速度为w0 = 115 km s−1。假设的势能提供了在z0 = 1.8 kpc处消失的星盘密度。在局部圆盘上的近似行为是,刚度的小幅下降与极限速度的相对下降有关,这会产生更薄的圆盘和局部圆柱体中恒星的损失,两者与极限速度的比例相似。
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引用次数: 0
Lithium in NGC 2243 and NGC 104 ngc2243和ngc104中的锂
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-06-03 DOI: 10.1051/0004-6361/202039571
M. Aoki, F. Primas, L. Pasquini, A. Weiss, M. Salaris, D. Carollo
Our aim was to determine the initial Li content of two clusters of similar metallicity but very different ages, the old open cluster NGC 2243 and the metal-rich globular cluster NGC 104. We compared the lithium abundances derived for a large sample of stars (from the turn-off to the red giant branch) in each cluster. For NGC 2243 the Li abundances are from the catalogues released by the Gaia-ESO Public Spectroscopic Survey, while for NGC 104 we measured the Li abundance using FLAMES/GIRAFFE spectra, which include archival data and new observations. We took the initial Li of NGC 2243 to be the lithium measured in stars on the hot side of the Li dip. We used the difference between the initial abundances and the post first dredge-up Li values of NGC 2243, and by adding this amount to the post first dredge-up stars of NGC~104 we were able to infer the initial Li of this cluster. Moreover, we compared our observational results to the predictions of theoretical stellar models for the difference between the initial Li abundance and that after the first dredge-up. The initial lithium content of NGC 2243 was found to be A(Li)_i = 2.85dex by taking the average Li abundance measured from the five hottest stars with the highest lithium abundance. This value is 1.69 dex higher than the lithium abundance derived in post first dredge-up stars. By adding this number to the lithium abundance derived in the post first dredge-up stars in NGC~104, we infer a lower limit of its initial lithium content of A(Li)_i= 2.30dex. Stellar models predict similar values. Therefore, our result offers important insights for further theoretical developments.
我们的目的是测定两个金属丰度相似但年龄差异很大的星团NGC 2243和富金属球状星团NGC 104的初始Li含量。我们比较了每个星团中大量恒星样本(从关闭到红巨星分支)的锂丰度。对于NGC 2243, Li丰度来自Gaia-ESO公共光谱调查发布的目录,而对于NGC 104,我们使用火焰/长颈鹿光谱测量Li丰度,其中包括档案数据和新的观测结果。我们把NGC 2243的初始Li值作为Li dip热侧恒星中测量到的锂值。我们利用NGC 2243的初始丰度与第一次挖掘后的Li值之差,将其与NGC~104的初始Li值相加,可以推断出该星团的初始Li值。此外,我们还将观测结果与理论恒星模型的预测结果进行了比较,以确定初始Li丰度与第一次挖掘后的Li丰度之间的差异。通过对5颗锂丰度最高的最热恒星的平均锂丰度测量,发现NGC 2243的初始锂含量为A(Li)_i = 2.85dex。这个值比第一次打捞后的恒星的锂丰度高1.69个指数。通过将这一数值与NGC~104中首次被打捞的恒星的锂丰度相结合,我们推断出其初始锂含量的下限为a (Li)_i= 2.30dex。恒星模型也预测了类似的数值。因此,我们的结果为进一步的理论发展提供了重要的见解。
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引用次数: 1
Machine learning techniques in studies of the interior structure of rocky exoplanets 岩石系外行星内部结构研究中的机器学习技术
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-06-01 DOI: 10.1051/0004-6361/202140375
Yong Zhao, D. Ni
Context. Earth-sized exoplanets have been discovered and characterized thanks to new developments in observational techniques, particularly those planets that may have a rocky composition that is comparable to terrestrial planets of the Solar System. Characterizing the interiors of rocky exoplanets is one of the main objectives in investigations of their habitability. Theoretical mass-radius relations are often used as a tool to constrain the internal structure of rocky exoplanets. But one mass-radius curve only represents a single interior structure and a great deal of computation time is required to obtain all possible interior structures that comply with the given mass and radius of a planet.Aims. We apply a machine-learning approach based on mixture density networks (MDNs) to investigate the interiors of rocky exoplanets. We aim to provide a well-trained MDN model to quickly and efficiently predict the interior structure of rocky exoplanets.Methods. We presented a training data set of rocky exoplanets with masses between 0.1 and 10 Earth masses based on three-layer interior models by assuming Earth-like compositions. This data set was then used to train the MDN model to predict the layer thicknesses and core properties of rocky exoplanets, where planetary mass, radius, and water content are inputs to the MDN. The performance of the trained MDN model was investigated in order to discern its predictive ability.Results. The MDN model is found to show good performance in predicting the layer thicknesses and core properties of rocky exoplanets through a comparison with the real solutions obtained by solving the interior models. We also applied the MDN model to the Earth and the super-Earth exoplanet LHS 1140b. The MDN predictions are in good agreement with the interior model solutions within the uncertainties of planetary mass and radius. More importantly, the MDN model takes a much shorter computational time compared to the cost of the interior model calculations, offering a convenient and powerful tool for quickly obtaining information on planetary interiors.
上下文。由于观测技术的新发展,地球大小的系外行星已经被发现并具有特征,特别是那些可能具有与太阳系类地行星相当的岩石成分的行星。描述岩石系外行星的内部特征是研究其可居住性的主要目标之一。理论上的质量半径关系经常被用作约束岩石系外行星内部结构的工具。但是一条质量-半径曲线只能表示一个单一的内部结构,要得到符合给定质量和半径的所有可能的内部结构需要大量的计算时间。我们应用基于混合密度网络(mdn)的机器学习方法来研究岩石系外行星的内部。我们的目标是提供一个训练有素的MDN模型来快速有效地预测岩石系外行星的内部结构。我们提出了一组质量在0.1到10个地球质量之间的岩石系外行星的训练数据集,该数据集基于三层内部模型,假设成分与地球相似。然后使用该数据集训练MDN模型来预测岩石系外行星的层厚度和核心特性,其中行星质量、半径和含水量是MDN的输入。研究了训练后的MDN模型的性能,以了解其预测能力。通过与内部模型求解得到的实际解的比较,发现MDN模型在预测岩石系外行星的层厚和核心性质方面具有较好的性能。我们还将MDN模型应用于地球和超级地球系外行星LHS 1140b。在行星质量和半径的不确定性范围内,MDN的预测结果与内部模型的解符合得很好。更重要的是,与内部模型的计算成本相比,MDN模型的计算时间要短得多,为快速获取行星内部信息提供了方便而强大的工具。
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引用次数: 1
Non-thermal escape on Triton driven by atmospheric and ionospheric chemistry 海卫一上由大气和电离层化学驱动的非热逸出
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-06-01 DOI: 10.1051/0004-6361/202040268
H. Gu, J. Cui, D. Niu, X. Wu, F. He, Yong Wei
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引用次数: 2
Search for intermediate mass black hole binaries in the third observing run of Advanced LIGO and Advanced Virgo 在高级LIGO和高级处女座的第三次观测中寻找中等质量黑洞双子星
IF 25.8 1区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-05-31 DOI: 10.1051/0004-6361/202141452
R. Abbott, T. Abbott, F. Acernese, K. Ackley, C. Adams, N. Adhikari, R. Adhikari, V. Adya, C. Affeldt, D. Agarwal, M. Agathos, K. Agatsuma, N. Aggarwal, O. Aguiar, L. Aiello, A. Ain, P. Ajith, T. Akutsu, S. Albanesi, A. Allocca, P. Altin, A. Amato, C. Anand, S. Anand, A. Ananyeva, S. Anderson, W. Anderson, M. Ando, T. Andrade, N. Andrés, S. Angelova, S. Ansoldi, J. Antelis, S. Antier, S. Appert, K. Arai, K. Arai, Y. Arai, S. Araki, A. Araya, M. Araya, J. Areeda, M. Arène, N. Aritomi, N. Arnaud, S. Aronson, K. Arun, H. Asada, Y. Asali, G. Ashton, Y. Aso, M. Assiduo, S. Aston, P. Astone, F. Aubin, C. Austin, S. Babak, F. Badaracco, M. Bader, C. Badger, S. Bae, Y. Bae, A. Baer, S. Bagnasco, Y. Bai, L. Baiotti, J. Baird, R. Bajpai, M. Ball, G. Ballardin, S. Ballmer, A. Balsamo, G. Baltus, S. Banagiri, D. Bankar, J. Barayoga, C. Barbieri, B. Barish, D. Barker, P. Barneo, F. Barone, B. Barr, L. Barsotti, M. Barsuglia, D. Barta, J. Bartlett, M. Barton, I. Bartos, R. Bassiri, A. Basti, M. Bawaj, J. Bayley, A. Bay
Intermediate-mass black holes (IMBHs) span the approximate mass range 100−105 M , between black holes (BHs) that formed by stellar collapse and the supermassive BHs at the centers of galaxies. Mergers of IMBH binaries are the most energetic gravitational-wave sources accessible by the terrestrial detector network. Searches of the first two observing runs of Advanced LIGO and Advanced Virgo did not yield any significant IMBH binary signals. In the third observing run (O3), the increased network sensitivity enabled the detection of GW190521, a signal consistent with a binary merger of mass ∼150 M providing direct evidence of IMBH formation. Here, we report on a dedicated search of O3 data for further IMBH binary mergers, combining both modeled (matched filter) and model-independent search methods. We find some marginal candidates, but none are sufficiently significant to indicate detection of further IMBH mergers. We quantify the sensitivity of the individual search methods and of the combined search using a suite of IMBH binary signals obtained via numerical relativity, including the effects of spins misaligned with the binary orbital axis, and present the resulting upper limits on astrophysical merger rates. Our most stringent limit is for equal mass and aligned spin BH binary of total mass 200 M and effective aligned spin 0.8 at 0.056 Gpc−3 yr−1 (90% confidence), a factor of 3.5 more constraining than previous LIGO-Virgo limits. We also update the estimated rate of mergers similar to GW190521 to 0.08 Gpc−3 yr−1.
中等质量黑洞(IMBHs)的质量范围大约在100 ~ 105 M之间,介于由恒星坍缩形成的黑洞和星系中心的超大质量黑洞之间。IMBH双星的合并是地球探测器网络可以探测到的能量最高的引力波源。对“先进LIGO”和“先进处女座”前两次观测的搜索没有发现任何重要的黑洞双星信号。在第三次观测运行(O3)中,增加的网络灵敏度使GW190521能够被探测到,这是一个与质量约150 M的双星合并相一致的信号,为IMBH的形成提供了直接证据。在这里,我们报告了对O3数据的专门搜索,以进一步进行IMBH双星合并,结合了建模(匹配过滤器)和模型无关的搜索方法。我们发现了一些边缘候选者,但没有一个足够重要,表明探测到进一步的黑洞合并。我们使用一组通过数值相对论获得的IMBH双星信号,量化了单个搜索方法和组合搜索方法的灵敏度,包括自旋与双星轨道轴不对齐的影响,并给出了天体物理合并率的上限。我们最严格的限制是在0.056 Gpc−3 yr−1(90%置信度)下,总质量为200 M,有效对准自旋为0.8的等质量自旋BH双星,比之前的LIGO-Virgo限制多了3.5倍。我们还将类似于GW190521的合并率估计更新为0.08 Gpc−3 yr−1。
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引用次数: 5
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The Astronomy and Astrophysics Review
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