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Analysis of ∼106 Spiral Galaxies from Four Telescopes Shows Large-Scale Patterns of Asymmetry in Galaxy Spin Directions 从四台望远镜对~ 106个螺旋星系的分析显示了星系自旋方向的大规模不对称模式
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2022-05-31 DOI: 10.1155/2022/8462363
L. Shamir
The ability to collect unprecedented amounts of astronomical data has enabled the nomical data has enabled the stu scientific questions that were impractical to study in the pre-information era. This study uses large datasets collected by four different robotic telescopes to profile the large-scale distribution of the spin directions of spiral galaxies. These datasets cover the Northern and Southern hemispheres, in addition to data acquired from space by the Hubble Space Telescope. The data were annotated automatically by a fully symmetric algorithm, as well as manually through a long labor-intensive process, leading to a dataset of nearly 10 6 galaxies. The data show possible patterns of asymmetric distribution of the spin directions, and the patterns agree between the different telescopes. The profiles also agree when using automatic or manual annotation of the galaxies, showing very similar large-scale patterns. Combining all data from all telescopes allows the most comprehensive analysis of its kind to date in terms of both the number of galaxies and the footprint size. The results show a statistically significant profile that is consistent across all telescopes. The instruments used in this study are DECam, HST, SDSS, and Pan-STARRS. The paper also discusses possible sources of bias and analyzes the design of previous work that showed different results. Further research will be required to understand and validate these preliminary observations.
收集前所未有数量的天文数据的能力使经济学数据能够解决在前信息时代无法研究的科学问题。这项研究使用四台不同的机器人望远镜收集的大型数据集来描绘螺旋星系自旋方向的大规模分布。除了哈勃太空望远镜从太空获取的数据外,这些数据集还覆盖了南北半球。这些数据由完全对称的算法自动注释,并通过漫长的劳动密集型过程手动注释,形成了近106个星系的数据集。数据显示了自旋方向不对称分布的可能模式,并且不同望远镜之间的模式一致。当使用星系的自动或手动注释时,这些轮廓也一致,显示出非常相似的大尺度模式。结合所有望远镜的所有数据,可以对星系数量和足迹大小进行迄今为止最全面的分析。这些结果显示了一个统计上显著的轮廓,在所有望远镜中都是一致的。本研究中使用的仪器有DECam、HST、SDSS和Pan STARRS。文章还讨论了偏差的可能来源,并分析了先前工作中显示不同结果的设计。需要进一步的研究来理解和验证这些初步观察结果。
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引用次数: 6
Existential Properties of Algebraic Integrals of a Rigid Body 刚体代数积分的存在性
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2022-04-22 DOI: 10.1155/2022/9393658
A. I. Ismail, W. Amer
In this article, we consider kinematical considerations of a rigid body rotating around a given fixed point in a Newtonian force field exerted by an attractive center with a rotating couple about their principal axes of inertia. The kinematic equations and their well-known three elementary integrals of the problem are introduced. The existence properties of the algebraic integrals are considered. Besides, we search as a special case of the fourth algebraic integral for the problem of the rigid body’s motion around a fixed point under the action of a Newtonian force field with an orbiting couple. Lagrange’s case and Kovalevskaya’s one are obtained. The large parameter is used for satisfying the existing conditions of the algebraic integrals. The comparison between the obtained results and the previous ones is arising. The numerical solutions of the regulating system of motion are obtained utilizing the fourth-order Runge-Kutta method and are plotted in some figures to illustrate the positive impact of the imposed forces and torques on the behavior of the body at any time.
在这篇文章中,我们考虑了刚体在牛顿力场中绕给定不动点旋转的运动学考虑,该力场由具有绕其主轴惯性的旋转偶的吸引中心施加。介绍了该问题的运动学方程及其著名的三个初等积分。讨论了代数积分的存在性。此外,我们还将刚体在牛顿力场作用下绕不动点运动问题作为第四代数积分的特例进行了研究。得到了拉格朗日情形和Kovalevskaya情形。大参数用于满足代数积分的存在条件。所获得的结果与以前的结果之间的比较正在出现。运动调节系统的数值解是利用四阶龙格-库塔方法获得的,并绘制在一些图中,以说明施加的力和力矩在任何时候对物体行为的积极影响。
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引用次数: 1
Testing Correspondence between Areas with Hydrated Minerals, as Observed by CRISM/MRO, and Spots of Enhanced Subsurface Water Content, as Found by DAN along the Traverse of Curiosity 测试CRISM/MRO观测到的具有水合矿物的区域与DAN沿好奇号穿越线发现的地下含水量增加的点之间的对应关系
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2022-04-01 DOI: 10.1155/2022/6672456
M. Djachkova, I. Mitrofanov, S. Nikiforov, D. Lisov, M. Litvak, A. Sanin
Possible correlation is studied between Water Equivalent Hydrogen (WEH) in the Martian subsurface, as measured by the DAN (Dynamic Albedo of Neutrons) instrument along the Curiosity traverse, and the presence of hydrated minerals on the surface, as seen from the orbit by CRISM (Compact Reconnaissance Imaging Spectrometer for Mars) instrument onboard MRO (Mars Reconnaissance Orbiter). Cross-analysis of the subsurface WEH values from DAN passive measurements with the distribution of hydrated minerals over the surface of Gale crater according to Specialized Browse Product Mosaics is performed for the initial 20 km part of traverse. As a result, we found an increase up to 0.4 wt% of the mean WEH value for the surface areas with the spectral signatures of polyhydrated sulfates. The increase is shown to be higher with the more prominent spectral signature on the surface. Similar WEH increase for the two other types of hydrated minerals, such as monohydrated sulfates and phyllosilicates, was not found for the tested part of the traverse. Polyhydrated sulfates being a part of the sedimentary deposits composing the surface of Gale crater should have considerable thickness that is necessary for the subsurface neutron sensing by DAN measurements.
通过“好奇号”上的中子动态反照率(DAN)仪器测量的火星地下的水当量氢(WEH)和火星勘测轨道器(MRO)上的CRISM(火星紧凑型侦察成像光谱仪)仪器从轨道上看到的火星表面水合矿物的存在之间可能的相关性进行了研究。根据Specialized Browse Product Mosaics,将DAN被动测量的地下WEH值与Gale陨石坑表面水合矿物的分布进行了交叉分析,并对初始20 km部分进行了交叉分析。结果,我们发现具有多水合硫酸盐光谱特征的表面区域的平均WEH值增加了0.4 wt%。地表的光谱特征越明显,增加的幅度越大。对于其他两种水合矿物,如一水合硫酸盐和层状硅酸盐,在导线的测试部分没有发现类似的WEH增加。多水合硫酸盐作为构成盖尔陨石坑表面的沉积沉积物的一部分,应该具有相当大的厚度,这对于通过DAN测量进行地下中子探测是必要的。
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引用次数: 2
Artificial Triangular Points by Lorentz Force in the Restricted Three-Body Problem 受限三体问题中的洛伦兹力人工三角点
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2022-03-22 DOI: 10.1155/2022/4157792
A. Mostafa, M. A. Yousef, M. El-Saftawy
The restricted three body problem was outlined. The acceleration due to planetary magnetic field, in terms of space craft’s orbital elements, was analysed. The conditions for calculating the liberation points including the mutual gravitational attraction and the effect of Lorentz acceleration were derived for the case of circular planer restricted three bodies. The stability of the solution for the artificial Lorentz triangular liberation points was studied. Finally, numerical investigation for the case of Sun-Jupiter system was calculated as case study. The results show the ability of changing the position of the triangular liberation points by an order from 10−7 to 10−6 for the dimensionless x, y coordinates and distance r from Jupiter. This is equivalent to about hundreds of Kilometers which is considerable.
对限制性三体问题进行了概述。根据航天器的轨道元素,分析了行星磁场产生的加速度。导出了平面受约束的三物体相互引力和洛伦兹加速度作用下的释放点的计算条件。研究了人工洛伦兹三角形解放点解的稳定性。最后,以太阳-木星系统为例进行了数值研究。结果表明,对于无量纲的x、y坐标和与木星的距离r,可以将三角形解放点的位置从10−7改变到10−6。这相当于大约数百公里,这是相当可观的。
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引用次数: 3
Automated Stellar Spectra Classification with Ensemble Convolutional Neural Network 基于集成卷积神经网络的恒星光谱自动分类
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2022-01-04 DOI: 10.1155/2022/4489359
Zhuang Zhao, Jiyu Wei, Bin Jiang
Large sky survey telescopes have produced a tremendous amount of astronomical data, including spectra. Machine learning methods must be employed to automatically process the spectral data obtained by these telescopes. Classification of stellar spectra by applying deep learning is an important research direction for the automatic classification of high-dimensional celestial spectra. In this paper, a robust ensemble convolutional neural network (ECNN) was designed and applied to improve the classification accuracy of massive stellar spectra from the Sloan digital sky survey. We designed six classifiers which consist six different convolutional neural networks (CNN), respectively, to recognize the spectra in DR16. Then, according the cross-entropy testing error of the spectra at different signal-to-noise ratios, we integrate the results of different classifiers in an ensemble learning way to improve the effect of classification. The experimental result proved that our one-dimensional ECNN strategy could achieve 95.0% accuracy in the classification task of the stellar spectra, a level of accuracy that exceeds that of the classical principal component analysis and support vector machine model.
大型巡天望远镜产生了包括光谱在内的大量天文数据。必须采用机器学习方法来自动处理这些望远镜获得的光谱数据。应用深度学习对恒星光谱进行分类是高维天体光谱自动分类的一个重要研究方向。本文设计了一种鲁棒集成卷积神经网络(ECNN),并将其应用于提高斯隆数字巡天大质量恒星光谱的分类精度。我们设计了6个分类器,分别由6个不同的卷积神经网络(CNN)组成,以识别DR16中的光谱。然后,根据不同信噪比下光谱的交叉熵检验误差,采用集成学习的方式对不同分类器的结果进行整合,提高分类效果。实验结果证明,我们的一维ECNN策略在恒星光谱分类任务中准确率达到95.0%,超过了经典的主成分分析和支持向量机模型的准确率。
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引用次数: 2
Brine-Induced Tribocorrosion Accelerates Wear on Stainless Steel: Implications for Mars Exploration 盐水引发的摩擦腐蚀加速不锈钢磨损:对火星探测的启示
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-12-28 DOI: 10.1155/2021/6441233
J. Martín‐Torres, M. Zorzano‐Mier, E. Nyberg, A. Vakkada-Ramachandran, A. Bhardwaj
Tribocorrosion is a degradation phenomenon of material surfaces subjected to the combined action of mechanical loading and corrosion attack caused by the environment. Although corrosive chemical species such as materials like chloride atoms, chlorides, and perchlorates have been detected on the Martian surface, there is a lack of studies of its impact on materials for landed spacecraft and structures that will support surface operations on Mars. Here, we present a series of experiments on the stainless-steel material of the ExoMars 2020 Rosalind Franklin rover wheels. We show how tribocorrosion induced by brines accelerates wear on the materials of the wheels. Our results do not compromise the nominal ExoMars mission but have implications for future long-term surface operations in support of future human exploration or extended robotic missions on Mars.
摩擦腐蚀是材料表面在机械载荷和环境腐蚀共同作用下的退化现象。尽管在火星表面已经检测到氯原子、氯化物和高氯酸盐等腐蚀性化学物质,但缺乏对其对着陆航天器材料和支持火星表面操作的结构的影响的研究。在这里,我们对ExoMars 2020 Rosalind Franklin火星车车轮的不锈钢材料进行了一系列实验。我们展示了盐水引起的摩擦腐蚀如何加速车轮材料的磨损。我们的研究结果并没有影响名义上的ExoMars任务,但对未来的长期表面操作有影响,以支持未来人类在火星上的探索或扩展机器人任务。
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引用次数: 1
Modeling of the Dark Phase of Flight and the Impact Area for Meteorites of Real Shapes 真实形状陨石飞行暗相和撞击区域的建模
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-12-23 DOI: 10.1155/2021/5530540
Karol Havrila, J. Tóth, L. Kornoš
Aims. The complex dynamics of bodies, originating from the interplanetary matter and passing through Earth’s atmosphere, defines their further position, velocity, and final location on Earth’s surface in the form of meteorites. One of the important factors that affect the movement of a body in the atmosphere is its shape and orientation. Our goal is to model the interaction of real shape meteoroids with Earth’s atmosphere and compare the results with the standard spherical body approach. Methods. In the simulation, we use 3D models of fragments of the Košice meteorite with different sizes and shapes. Using a 3D model of fragments, we consider the real shape of the body to define its resistance properties during atmospheric transition more specifically. The simulation is performed using virtual wind tunnel in the MicroCFD (Computational Fluid Dynamics) software to obtain more realistic drag coefficients and using the µ(m)-Trajectory software to model the particle trajectory in the atmosphere including the wind profile. The final outputs from these programs are the drag coefficient as a function of the altitude and the particle orientation. Using these parameters we get the more realistic body trajectory and the impact area coordinates. Comparison of the results for real and spherical model meteorite impact location is discussed. Results. Simulation showed significant differences in trajectory and the impact area for the different real body orientations compared to the spherically symmetric body. Also, an important result is a difference in the impact area of the real body with a specific orientation without rotation and the body with considered rotation. The significant difference between the modeled impact of a real shape body and its real place of finding compared to a spherically symmetric body indicates the importance of the method used.
目标天体的复杂动力学,起源于行星际物质并穿过地球大气层,以陨石的形式确定了它们在地球表面的进一步位置、速度和最终位置。影响物体在大气中运动的一个重要因素是它的形状和方向。我们的目标是模拟真实形状的流星体与地球大气的相互作用,并将结果与标准球体方法进行比较。方法。在模拟中,我们使用了不同大小和形状的Košice陨石碎片的3D模型。利用碎片的三维模型,我们考虑了物体的真实形状,以更具体地定义其在大气过渡期间的阻力特性。利用MicroCFD (Computational Fluid Dynamics)软件中的虚拟风洞进行模拟,以获得更真实的阻力系数,并利用µ(m)-Trajectory软件模拟粒子在大气中的运动轨迹,包括风廓线。这些程序的最终输出是阻力系数作为高度和粒子方向的函数。利用这些参数可以得到更真实的物体轨迹和撞击区域坐标。讨论了真实模型与球形模型陨石撞击定位结果的比较。结果。仿真结果表明,与球对称体相比,不同的真实体取向在轨迹和撞击区域上存在显著差异。另外,一个重要的结果是具有特定方向而不旋转的真实物体与考虑旋转的物体的撞击区域的差异。与球对称体相比,真实形状体的模型影响与其实际发现位置之间的显着差异表明所使用方法的重要性。
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引用次数: 1
Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach 利用混合重采样方法预测不平衡数据集中的脉冲星
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-12-03 DOI: 10.1155/2021/4916494
Ernesto Lee, F. Rustam, Wajdi Aljedaani, Abid Ishaq, Vaibhav Rupapara, I. Ashraf
Pulsar stars, usually neutron stars, are spherical and compact objects containing a large quantity of mass. Each pulsar star possesses a magnetic field and emits a slightly different pattern of electromagnetic radiation which is used to identify the potential candidates for a real pulsar star. Pulsar stars are considered an important cosmic phenomenon, and scientists use them to study nuclear physics, gravitational waves, and collisions between black holes. Defining the process of automatic detection of pulsar stars can accelerate the study of pulsar stars by scientists. This study contrives an accurate and efficient approach for true pulsar detection using supervised machine learning. For experiments, the high time-resolution (HTRU2) dataset is used in this study. To resolve the data imbalance problem and overcome model overfitting, a hybrid resampling approach is presented in this study. Experiments are performed with imbalanced and balanced datasets using well-known machine learning algorithms. Results demonstrate that the proposed hybrid resampling approach proves highly influential to avoid model overfitting and increase the prediction accuracy. With the proposed hybrid resampling approach, the extra tree classifier achieves a 0.993 accuracy score for true pulsar star prediction.
脉冲星,通常是中子星,是球状的致密天体,含有大量的质量。每颗脉冲星都有一个磁场,并发射出一种略有不同的电磁辐射模式,这种模式被用来识别真正脉冲星的潜在候选者。脉冲星被认为是一种重要的宇宙现象,科学家们利用它们来研究核物理学、引力波和黑洞之间的碰撞。确定脉冲星自动探测的过程,可以加快科学家对脉冲星的研究。本研究设计了一种使用监督机器学习进行真正脉冲星探测的准确有效的方法。实验采用高时间分辨率(HTRU2)数据集。为了解决数据不平衡问题和克服模型过拟合问题,本文提出了一种混合重采样方法。使用著名的机器学习算法对不平衡和平衡数据集进行实验。结果表明,混合重采样方法对避免模型过拟合和提高预测精度有很大的影响。采用混合重采样方法,额外树分类器对真实脉冲星的预测准确率达到0.993。
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引用次数: 5
Subsurface Thermal Modeling of Oxia Planum, Landing Site of ExoMars 2022 ExoMars 2022着陆点的缺氧平原地下热模拟
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-09-01 DOI: 10.1155/2021/9924571
M. Formisano, M. D. De Sanctis, C. Federico, G. Magni, F. Altieri, E. Ammannito, S. De Angelis, M. Ferrari, A. Frigeri
Numerical simulations are required to thermophysically characterize Oxia Planum, the landing site of the mission ExoMars 2022. A drilling system is installed on the ExoMars rover, and it will be able to analyze down to 2 meters in the subsurface of Mars. The spectrometer Ma_MISS (Mars Multispectral Imager for Subsurface, Coradini and Da Pieve, 2001) will investigate the lateral wall of the borehole generated by the drill, providing hyperspectral images. It is not fully clear if water ice can be found in the subsurface at Oxia Planum. However, Ma_MISS has the capability to characterize and map the presence of possible ices, in particular water ice. We performed simulations of the subsurface temperatures by varying the thermal inertia, and we quantified the effects of self-heating. Moreover, we quantified the heat released by the drilling operations, by exploring different frictional coefficients and angular drill velocities, in order to evaluate the lifetime of possible water ice.
ExoMars 2022任务的着陆点Oxia Planum需要数值模拟来表征其热物理特性。ExoMars探测器上安装了一个钻井系统,它将能够分析火星地下2米的情况。Ma_MISS光谱仪(火星地下多光谱成像仪,Coradini和Da Pieve, 2001年)将调查钻探产生的钻孔侧壁,提供高光谱图像。目前还不完全清楚在奥夏平原的地下是否能找到水冰。然而,Ma_MISS有能力描述和绘制可能存在的冰,特别是水冰的存在。我们通过改变热惯性对地下温度进行了模拟,并量化了自热的影响。此外,通过探索不同的摩擦系数和角钻速度,我们量化了钻井作业释放的热量,以评估可能存在的水冰的寿命。
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引用次数: 3
Periodic Variation of Solar Flare Index for the Last Solar Cycle (Cycle 24) 最后一个太阳周期(第24周期)太阳耀斑指数的周期变化
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2021-08-23 DOI: 10.1155/2021/5391091
A. Ozguc, A. Kilçik, V. Sarp, H. Yeşilyaprak, R. Pektaş
In this study, we used the flare index (FI) data taken from Kandilli Observatory for the period of 2009–2020. The data sets are analyzed in three categories as Northern Hemisphere, Southern Hemisphere, and total FI data sets. Total FI data set is obtained from the sum of Northern and Southern Hemispheric values. In this study, the periodic variations of abovementioned three categories FI data sets were investigated by using the MTM and Morlet wavelet analysis methods. The wavelet coherence (XWT) and cross wavelet (WTC) analysis methods were also performed between these data sets. As a result of our analysis, the following results were found: (1) long- and short-term periodicities ( 2048 ± 512 day and periodicities smaller than 62 days) exist in all data sets without any exception at least with 95 % confidence level; (2) all periodic variations were detected maximum during the solar cycle, while during the minima, no meaningful period is detected; (3) some periodicities have data preference that about 150 days Rieger period appears only in the whole data set and 682-, 204-, and 76.6-day periods appear only in the Northern Hemisphere data sets; (4) During the Solar Cycle 24, more flare activity is seen at the Southern Hemisphere, so the whole disk data periodicities are dominated by this hemisphere; (5) in general, there is a phase mixing between Northern and Southern Hemisphere FI data, except about 1024-day periodicity, and the best phase coherency is obtained between the Southern Hemisphere and total flare index data sets; (6) in case of the Northern and Southern Hemisphere FI data sets, there is no significant correlation between two continuous wavelet transforms, but the strongest correlation is obtained for the total FI and Southern Hemisphere data sets.
在这项研究中,我们使用了Kandilli天文台2009-2020年期间的耀斑指数(FI)数据。数据集分为北半球、南半球和总FI数据集三类进行分析。总FI数据集由南北半球值之和获得。本文采用MTM和Morlet小波分析方法对上述三类FI数据集的周期变化进行了研究。在这些数据集之间进行小波相干分析(XWT)和交叉小波分析(WTC)。结果表明:(1)所有数据集均存在长周期和短周期(2048±512天和小于62天),且置信度均在95%以上;(2)所有周期变化均在太阳活动周期内最大,而在太阳活动周期内没有发现有意义的周期变化;(3)部分周期具有数据偏好,150 d左右的Rieger周期只出现在整个数据集中,682 d、204 d和76.6 d周期只出现在北半球数据集中;(4)在太阳第24周期,南半球耀斑活动较多,整个太阳盘数据周期以南半球为主;(5)除了1024d的周期外,北半球和南半球的FI数据之间存在相位混合,南半球与总耀斑指数数据之间的相位一致性最好;(6)对于北半球和南半球的FI数据集,两个连续小波变换之间不存在显著的相关性,但总FI与南半球数据集的相关性最强。
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引用次数: 5
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