首页 > 最新文献

Chinese Astronomy and Astrophysics最新文献

英文 中文
Petrology, Mineralogy, and Stable Isotopic Composition of NWA 13943 (CK5) Carbonaceous Chondrite NWA 13943 (CK5) 碳质软玉的岩石学、矿物学和稳定同位素组成
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.005
Mei Ao-xin , Hsu Wei-biao

Karoonda-like (CK) carbonaceous chondrites are highly oxidized meteorites, with metal-to-magnetite ratio close to zero. Unlike other carbonaceous chondrites (petrologic type: 1–3), most CK chondrites have undergone thermal metamorphism (550–1270 K) on their parent body with a petrologic type 4 or above. Lines of evidence suggest a genetic relationship between CK chondrites and Vigarano-like (CV) carbonaceous chondrites, which are predominantly type 3. However, observable petrographic distinctions persist between the two groups. Thus, a thorough reevaluation of their geochemical discrepancies is critical to test the CK-CV single parent body hypothesis. Northwest Africa (NWA) 13943, a newly discovered meteorite subjected to intense modification, was classified using scanning electron microscopy and electron microprobe techniques. High-precision measurements of the mass-independent chromium isotope compositions (ε53Cr and ε54Cr) and the mass-dependent oxygen isotope compositions (δ17O and δ18O) of NWA 13943 were reported for the first time. Integrating petrological, mineralogical, oxygen, and chromium isotopic data, it is legitimated to infer that CK and CV chondrites may originate from two proximal but distinct isotopic reservoirs within the protoplanetary disk.

类卡龙达(CK)碳质软玉是高度氧化的陨石,金属与磁铁矿的比率接近于零。与其他碳质闪长岩(岩石类型:1-3)不同,大多数 CK 闪长岩在母体上经历了热变质作用(550-1270 K),岩石类型为 4 或以上。各种证据表明,CK 类软玉与主要属于 3 型的类维加拉诺(CV)碳质软玉之间存在遗传关系。然而,这两类岩石之间仍然存在可观察到的岩石学区别。因此,彻底重新评估它们的地球化学差异对于检验 CK-CV 单母体假说至关重要。西北非洲(NWA)13943 是一块新发现的受到强烈改造的陨石,我们利用扫描电子显微镜和电子微探针技术对其进行了分类。首次报道了 NWA 13943 与质量无关的铬同位素组成(ε53Cr 和 ε54Cr)和与质量有关的氧同位素组成(δ17O 和 δ18O)的高精度测量结果。综合岩石学、矿物学、氧和铬同位素数据,有理由推断CK和CV软玉可能起源于原行星盘内两个近似但不同的同位素储层。
{"title":"Petrology, Mineralogy, and Stable Isotopic Composition of NWA 13943 (CK5) Carbonaceous Chondrite","authors":"Mei Ao-xin ,&nbsp;Hsu Wei-biao","doi":"10.1016/j.chinastron.2024.09.005","DOIUrl":"10.1016/j.chinastron.2024.09.005","url":null,"abstract":"<div><p>Karoonda-like (CK) carbonaceous chondrites are highly oxidized meteorites, with metal-to-magnetite ratio close to zero. Unlike other carbonaceous chondrites (petrologic type: 1–3), most CK chondrites have undergone thermal metamorphism (550–1270 K) on their parent body with a petrologic type 4 or above. Lines of evidence suggest a genetic relationship between CK chondrites and Vigarano-like (CV) carbonaceous chondrites, which are predominantly type 3. However, observable petrographic distinctions persist between the two groups. Thus, a thorough reevaluation of their geochemical discrepancies is critical to test the CK-CV single parent body hypothesis. Northwest Africa (NWA) 13943, a newly discovered meteorite subjected to intense modification, was classified using scanning electron microscopy and electron microprobe techniques. High-precision measurements of the mass-independent chromium isotope compositions (<span><math><msup><mrow><mi>ε</mi></mrow><mn>53</mn></msup></math></span>Cr and <span><math><msup><mrow><mi>ε</mi></mrow><mn>54</mn></msup></math></span>Cr) and the mass-dependent oxygen isotope compositions (<span><math><msup><mi>δ</mi><mn>17</mn></msup></math></span>O and <span><math><msup><mi>δ</mi><mn>18</mn></msup></math></span>O) of NWA 13943 were reported for the first time. Integrating petrological, mineralogical, oxygen, and chromium isotopic data, it is legitimated to infer that CK and CV chondrites may originate from two proximal but distinct isotopic reservoirs within the protoplanetary disk.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 447-461"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Feature Analysis and Modeling of Upper Atmospheric Midnight Density Maximum 高层大气午夜密度最大值的特征分析与建模
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.009
Wang Hong-bo , Zhang Ming-jiang , Xiong Jian-ning

The features of upper atmospheric midnight density maximum (MDM) around low geographic latitudes are studied based on neutral mass densities data at altitudes 360–480 km, derived from the accelerometer measurements aboard on the three polar orbiting satellites CHAMP (CHAllenging Minisatellite Payload), GRACE-A (Gravity Recovery and Climate Experiment-A), and SWARM-C (The Earth's Magnetic Field and Environment Explorers-C). The MDM appears during the local times from 23:00 to 02:00 LT (Local Time), whose peak locates at the low latitudes within 15 and two valleys locate at the middle latitudes between 35 and 45 on both hemispheres separately. The structure of MDM drifts toward the southern hemisphere overall. The MDM's amplitude decreases with increases in altitude and solar radiation level. The seasonal effect weakens the MDM's amplitudes around the summer and winter solstices, while the amplitudes around the spring and autumn equinoxes are extremely significant due to the slight seasonal difference between both hemispheres. Three atmospheric density models DTM2000 (Drag Temperature Model 2000), NRLMSISE00 (US Naval Research Laboratory Mass Spectrometer and Incoherent Scatter Radar Extended atmosphere model), and JB2008 (Jacchia-Bowman 2008 model) are used to simulate the MDM along these three satellites' orbits, and compared with the observations. It is found that the JB2008 model is failed to describe the MDM, and the other two models underestimate the MDM's amplitudes at altitudes 360 km and 480 km: the simulated amplitudes by the DTM2000 model are 46% and 53% of the observed amplitudes, respectively, and only 33% and 26% for the NRLMSISE00 model. These three models are also failed to depict the MDM's variation with altitude, solar radiation level, and seasonal effects. In order to correct the model prediction, a 6th-order Legendre polynomial of geographic latitude, coupled with arguments of local time and altitude, is designed to fit the MDM signals from the three satellites' observations. In terms of amplitude and phase of the MDM, the fitting results agree with the observations very well, and the correlation coefficient is 0.923. It indicates that this empirical polynomial could be helpful to the density model correction and high accuracy prediction of spacecrafts in low Earth orbits.

根据三颗极轨道卫星 CHAMP(CHAllenging Minisatellite Payload)、GRACE-A(Gravity Recovery and Climate Experiment-A)和 SWARM-C(The Earth's Magnetic Field and Environment Explorers-C)上搭载的加速度计测量得出的 360-480 公里高度的中性质量密度数据,研究了低地理纬度周围高层大气午夜密度最大值(MDM)的特征。MDM出现在当地时间23:00至02:00,其峰值位于低纬度15∘以内,两个谷值分别位于两个半球的中纬度35∘和45∘之间。MDM 的结构总体上向南半球漂移。MDM 的振幅随着海拔高度和太阳辐射水平的增加而减小。季节效应减弱了夏至和冬至前后的 MDM 振幅,而春分和秋分前后的 MDM 振幅则由于两个半球的微小季节差异而极为显著。利用三种大气密度模型 DTM2000(拖曳温度模型 2000)、NRLMSISE00(美国海军研究实验室质谱仪和非相干散射雷达扩展大气模型)和 JB2008(Jacchia-Bowman 2008 模型)来模拟这三颗卫星轨道上的 MDM,并与观测结果进行比较。结果发现,JB2008 模型无法描述 MDM,另外两个模型低估了 360 公里和 480 公里高度处的 MDM 振幅:DTM2000 模型模拟的振幅分别是观测振幅的 46%和 53%,而 NRLMSISE00 模型模拟的振幅只有观测振幅的 33%和 26%。这三个模式也未能描述 MDM 随海拔高度、太阳辐射水平和季节影响的变化。为了修正模型预测,设计了一个地理纬度的六阶 Legendre 多项式,加上当地时间和海拔参数,来拟合三颗卫星观测到的 MDM 信号。在 MDM 的振幅和相位方面,拟合结果与观测结果非常吻合,相关系数为 0.923。这表明该经验多项式有助于低地球轨道航天器的密度模型修正和高精度预测。
{"title":"The Feature Analysis and Modeling of Upper Atmospheric Midnight Density Maximum","authors":"Wang Hong-bo ,&nbsp;Zhang Ming-jiang ,&nbsp;Xiong Jian-ning","doi":"10.1016/j.chinastron.2024.09.009","DOIUrl":"10.1016/j.chinastron.2024.09.009","url":null,"abstract":"<div><p>The features of upper atmospheric midnight density maximum (MDM) around low geographic latitudes are studied based on neutral mass densities data at altitudes 360–480 km, derived from the accelerometer measurements aboard on the three polar orbiting satellites CHAMP (CHAllenging Minisatellite Payload), GRACE-A (Gravity Recovery and Climate Experiment-A), and SWARM-C (The Earth's Magnetic Field and Environment Explorers-C). The MDM appears during the local times from 23:00 to 02:00 LT (Local Time), whose peak locates at the low latitudes within <span><math><msup><mrow><mn>15</mn></mrow><mo>∘</mo></msup></math></span> and two valleys locate at the middle latitudes between <span><math><msup><mrow><mn>35</mn></mrow><mo>∘</mo></msup></math></span> and <span><math><msup><mrow><mn>45</mn></mrow><mo>∘</mo></msup></math></span> on both hemispheres separately. The structure of MDM drifts toward the southern hemisphere overall. The MDM's amplitude decreases with increases in altitude and solar radiation level. The seasonal effect weakens the MDM's amplitudes around the summer and winter solstices, while the amplitudes around the spring and autumn equinoxes are extremely significant due to the slight seasonal difference between both hemispheres. Three atmospheric density models DTM2000 (Drag Temperature Model 2000), NRLMSISE00 (US Naval Research Laboratory Mass Spectrometer and Incoherent Scatter Radar Extended atmosphere model), and JB2008 (Jacchia-Bowman 2008 model) are used to simulate the MDM along these three satellites' orbits, and compared with the observations. It is found that the JB2008 model is failed to describe the MDM, and the other two models underestimate the MDM's amplitudes at altitudes 360 km and 480 km: the simulated amplitudes by the DTM2000 model are 46% and 53% of the observed amplitudes, respectively, and only 33% and 26% for the NRLMSISE00 model. These three models are also failed to depict the MDM's variation with altitude, solar radiation level, and seasonal effects. In order to correct the model prediction, a 6th-order Legendre polynomial of geographic latitude, coupled with arguments of local time and altitude, is designed to fit the MDM signals from the three satellites' observations. In terms of amplitude and phase of the MDM, the fitting results agree with the observations very well, and the correlation coefficient is 0.923. It indicates that this empirical polynomial could be helpful to the density model correction and high accuracy prediction of spacecrafts in low Earth orbits.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 597-612"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Waiting Time Distribution of Giant Pulses from the Crab Pulsar Modeled with a Non-stationary Poisson Process 以非稳态泊松过程为模型的蟹状脉冲星巨脉冲等待时间分布
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.008
Wang Hui , Wen Zhi-gang , Wang Na , Wang Hong-guang , Chen Jian-ling , Yuan Jian-ping , Yuen Rai , Li Jian , Lyu Cheng-bing , Wang Jin-peng , Yan Wen-ming , Toktonur Ergesh , Cui Si-ran

We study the waiting time distribution of giant pulses from the Crab pulsar observed with the Nanshan 26-m radio telescope at a center frequency of 1556 MHz with 512 MHz bandwidth. The observations were performed over a duration of 12.6 hours with 32 μs sampling interval. Our analysis has led to the detection of 2097 giant pulses above a threshold of 10 σ, with flux density > 100 Jy. The occurrence rate of giant pulses is characterized by a highly intermittent giant pulse productivity in short clusters with high rates, separated by relatively long quiescent intervals with low occurrence rates, especially for the giant pulses associated with the interpulse emission. The distribution of waiting times between two subsequent giant pulses displays a power-law tail that can be modeled with a non-stationary Poisson process, which indicates that giant pulses are independent and random events. Distinct waiting time distributions between giant pulses in the main pulse and interpulse phases are presented, which implies that the giant pulse emission mechanisms maybe different in the opposite magnetic poles. The ramification for our understanding of the radio emission mechanisms is discussed.

我们研究了南山 26 米射电望远镜在 1556 MHz 中心频率和 512 MHz 带宽下观测到的蟹状脉冲星巨脉冲的等待时间分布。观测持续了 12.6 小时,采样间隔为 32 μs。通过分析,我们探测到了 2097 个超过 10 σ 临界值的巨脉冲,其通量密度为 100 Jy。巨脉冲发生率的特点是,在高发生率的短脉冲群中,巨脉冲的生产率高度间歇,其间有相对较长的静止间隔,发生率较低,尤其是与脉冲间发射相关的巨脉冲。两个后续巨脉冲之间的等待时间分布呈现幂律尾部,可以用非平稳泊松过程来模拟,这表明巨脉冲是独立的随机事件。在主脉冲阶段和脉冲间阶段,巨脉冲之间的等待时间分布是不同的,这意味着巨脉冲的发射机制在相反的磁极可能是不同的。讨论了这对我们理解无线电发射机制的影响。
{"title":"Waiting Time Distribution of Giant Pulses from the Crab Pulsar Modeled with a Non-stationary Poisson Process","authors":"Wang Hui ,&nbsp;Wen Zhi-gang ,&nbsp;Wang Na ,&nbsp;Wang Hong-guang ,&nbsp;Chen Jian-ling ,&nbsp;Yuan Jian-ping ,&nbsp;Yuen Rai ,&nbsp;Li Jian ,&nbsp;Lyu Cheng-bing ,&nbsp;Wang Jin-peng ,&nbsp;Yan Wen-ming ,&nbsp;Toktonur Ergesh ,&nbsp;Cui Si-ran","doi":"10.1016/j.chinastron.2024.09.008","DOIUrl":"10.1016/j.chinastron.2024.09.008","url":null,"abstract":"<div><p>We study the waiting time distribution of giant pulses from the Crab pulsar observed with the Nanshan 26-m radio telescope at a center frequency of 1556 MHz with 512 MHz bandwidth. The observations were performed over a duration of 12.6 hours with 32 μs sampling interval. Our analysis has led to the detection of 2097 giant pulses above a threshold of 10 <span><math><mi>σ</mi></math></span>, with flux density <span><math><mo>&gt;</mo></math></span> 100 Jy. The occurrence rate of giant pulses is characterized by a highly intermittent giant pulse productivity in short clusters with high rates, separated by relatively long quiescent intervals with low occurrence rates, especially for the giant pulses associated with the interpulse emission. The distribution of waiting times between two subsequent giant pulses displays a power-law tail that can be modeled with a non-stationary Poisson process, which indicates that giant pulses are independent and random events. Distinct waiting time distributions between giant pulses in the main pulse and interpulse phases are presented, which implies that the giant pulse emission mechanisms maybe different in the opposite magnetic poles. The ramification for our understanding of the radio emission mechanisms is discussed.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 506-520"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-wavelength Observations of Umbral Oscillations above a Sunspot 多波长观测太阳黑子上方的伞状振荡
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.003
Li Dong

We investigate the umbral oscillation at multi-height solar atmospheres above a sunspot in the active region of National Oceanic and Atmospheric Administration 12680 on 2017 September 15. In this study, the extreme ultraviolet images were measured by the Atmospheric Imaging Assembly (AIA), while the ultraviolet spectral lines and images were observed by the Interface Region Imaging Spectrograph. At the sunspot umbra, the AIA 1700 Å intensity curve shows the primary oscillation with a long period of (4.2±0.8) minutes, while the intensity curves in AIA 1600 Å, 171 Å, and 193 Å exhibit an apparent oscillation with a short period of (2.8±0.3) minutes. Meanwhile, a short period of (3.1±0.5) minutes is found in the Mg II h & k lines and the slit-jaw image at 2796 Å, a short period of (2.9±0.4) minutes is detected in the Si IV 1393.76 Å line. Our observations suggest that the oscillatory periods at the sunspot umbra decrease with the height of solar outer atmospheres. The short period is roughly equal to 3 minutes, which could be interpreted as the propagating slow magnetoacoustic wave above the sunspot umbra, and it might originate from the temperature minimum region and then propagate up to the corona. While the long period is close to 5 minutes oscillation in the photosphere, which might be regarded as the solar P-mode wave.

我们研究了2017年9月15日美国国家海洋和大气管理局12680活动区太阳黑子上方多高度太阳大气的本影振荡。在这项研究中,极紫外图像由大气成像组件(AIA)测量,而紫外光谱线和图像则由界面区域成像光谱仪观测。在太阳黑子本影处,AIA 1700 Å 的强度曲线显示出周期长达 ∼(4.2±0.8)分钟的主振荡,而 AIA 1600 Å、171 Å 和 193 Å 的强度曲线则显示出周期短达 ∼(2.8±0.3)分钟的明显振荡。同时,在 Mg II h & k 线和 2796 Å 处的狭缝图像中发现了一个短周期 ∼(3.1±0.5) 分钟,在 Si IV 1393.76 Å 线中探测到了一个短周期 ∼(2.9±0.4) 分钟。我们的观测结果表明,太阳黑子本影的振荡周期随着太阳外层大气高度的增加而减小。短周期大致等于 3 分钟,可以解释为在太阳黑子本影上方传播的慢磁声波,它可能来自温度最低区域,然后向上传播到日冕。而长周期在光球内的振荡接近 5 分钟,可视为太阳 P 模式波。
{"title":"Multi-wavelength Observations of Umbral Oscillations above a Sunspot","authors":"Li Dong","doi":"10.1016/j.chinastron.2024.09.003","DOIUrl":"10.1016/j.chinastron.2024.09.003","url":null,"abstract":"<div><p>We investigate the umbral oscillation at multi-height solar atmospheres above a sunspot in the active region of National Oceanic and Atmospheric Administration 12680 on 2017 September 15. In this study, the extreme ultraviolet images were measured by the Atmospheric Imaging Assembly (AIA), while the ultraviolet spectral lines and images were observed by the Interface Region Imaging Spectrograph. At the sunspot umbra, the AIA 1700 Å intensity curve shows the primary oscillation with a long period of <span><math><mo>∼</mo></math></span>(4.2±0.8) minutes, while the intensity curves in AIA 1600 Å, 171 Å, and 193 Å exhibit an apparent oscillation with a short period of <span><math><mo>∼</mo></math></span>(2.8±0.3) minutes. Meanwhile, a short period of <span><math><mo>∼</mo></math></span>(3.1±0.5) minutes is found in the Mg II h &amp; k lines and the slit-jaw image at 2796 Å, a short period of <span><math><mo>∼</mo></math></span>(2.9±0.4) minutes is detected in the Si IV 1393.76 Å line. Our observations suggest that the oscillatory periods at the sunspot umbra decrease with the height of solar outer atmospheres. The short period is roughly equal to 3 minutes, which could be interpreted as the propagating slow magnetoacoustic wave above the sunspot umbra, and it might originate from the temperature minimum region and then propagate up to the corona. While the long period is close to 5 minutes oscillation in the photosphere, which might be regarded as the solar P-mode wave.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 538-554"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adjustment Method of Main Reflector for a Large Radio Telescope 大型射电望远镜主反射镜的调节方法
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.006
Sun Zheng-xiong , Wang Jin-qing , Yu Lin-feng , Zhang Zhi-bin , Wang Guang-li

The performance of the antennas, which plays an important role in millimeter-wave astronomy and space communication, is often limited by their reflector surface accuracy. Microwave holography is a fast and effective technique for measuring the surface profile of reflector antenna. In this paper, the antenna aperture phase profile is obtained by microwave holography to estimate the deviation between the reflector of the Tianma 65 m radio telescope and the ideal paraboloid. The panels of the Tianma 65 m radio telescope is in radial pattern with 14 rings. Each corner of the panel is fixed on the screw of the actuator to move up and down, and the adjacent corners of the four panels share an actuator. We use the method of plane fitting to calculate the adjustment value of every panels corner. But one actuator, which simultaneously controls the common corner of the adjacent panels, will have different adjustment values according to the plane fitting equation based on adjacent panels. In this paper, an adjustment value at the corner of the adjacent panel is obtained by plane fitting and adjustment calculation method with the antenna illumination function as the weight, that is, the optimal adjustment value of 1104 actuators of the Tianma 65 m radio telescope. Through many adjustments and the application of new algorithms, the surface accuracy of the reflector of the Tianma 65 m radio telescope has gradually improved to the current 0.24 mm.

天线在毫米波天文学和空间通信中发挥着重要作用,其性能往往受到反射器表面精度的限制。微波全息技术是测量反射天线表面轮廓的一种快速有效的技术。本文利用微波全息技术获得天线孔径相位轮廓,以估算天马 65 米射电望远镜反射镜与理想抛物面之间的偏差。天马 65 米射电望远镜的面板呈放射状,有 14 个圆环。面板的每个角都固定在推杆的螺杆上,可以上下移动,四个面板的相邻角共用一个推杆。我们使用平面拟合的方法来计算每个面板角的调整值。但是,根据相邻面板的平面拟合方程,同时控制相邻面板公共角的一个推杆会有不同的调整值。本文以天线照度函数为权重,通过平面拟合和调整计算方法,得到了相邻面板转角处的调整值,即天马 65 米射电望远镜 1104 个推杆的最优调整值。经过多次调整和新算法的应用,天马 65 米射电望远镜反射镜的表面精度逐步提高到目前的 0.24 毫米。
{"title":"Adjustment Method of Main Reflector for a Large Radio Telescope","authors":"Sun Zheng-xiong ,&nbsp;Wang Jin-qing ,&nbsp;Yu Lin-feng ,&nbsp;Zhang Zhi-bin ,&nbsp;Wang Guang-li","doi":"10.1016/j.chinastron.2024.09.006","DOIUrl":"10.1016/j.chinastron.2024.09.006","url":null,"abstract":"<div><p>The performance of the antennas, which plays an important role in millimeter-wave astronomy and space communication, is often limited by their reflector surface accuracy. Microwave holography is a fast and effective technique for measuring the surface profile of reflector antenna. In this paper, the antenna aperture phase profile is obtained by microwave holography to estimate the deviation between the reflector of the Tianma 65 m radio telescope and the ideal paraboloid. The panels of the Tianma 65 m radio telescope is in radial pattern with 14 rings. Each corner of the panel is fixed on the screw of the actuator to move up and down, and the adjacent corners of the four panels share an actuator. We use the method of plane fitting to calculate the adjustment value of every panels corner. But one actuator, which simultaneously controls the common corner of the adjacent panels, will have different adjustment values according to the plane fitting equation based on adjacent panels. In this paper, an adjustment value at the corner of the adjacent panel is obtained by plane fitting and adjustment calculation method with the antenna illumination function as the weight, that is, the optimal adjustment value of 1104 actuators of the Tianma 65 m radio telescope. Through many adjustments and the application of new algorithms, the surface accuracy of the reflector of the Tianma 65 m radio telescope has gradually improved to the current 0.24 mm.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 580-596"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on RFI Mitigation Methods for Fast Radio Burst Observational Data 快速射电暴观测数据的射频干扰缓解方法研究
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.004
Liu Yan-ling , Chen Mao-zheng , Yuan Jian-ping , Li Jian , Yan Hao , Zhai Nan-nan

To quickly search for rare fast radio bursts (FRBs) from massive astronomical observational data, Radio Frequency interference (RFI) mitigation is one of the key and challenging task. RFI will cause search algorithm to output a large number of false positive candidates, and even submerges real astronomical events. Due to the complexity of the sources and types of RFI. there is currently no universal method to solve this problem. In order to reduce the impact of RFI on FRB search, the RFI in L band observational data of the Nanshan 26m radio telescope (NSRT-26m) was analyzed and studied. A three-layer RFI mitigation procedure was established for the main narrowband RFI and broadband RFI, which effectively alleviated the RFI pollution of observational data. Embedding this procedure into the FRB DDSS (Dispersion Dynamic Spectra Search) pipeline, experimental results show that the detection rate and accuracy of the search algorithm have been further improved. This method provides valuable reference for RFI mitigation of FRB observational data.

要从海量天文观测数据中快速搜索罕见的快速射电暴(FRBs),减少射频干扰(RFI)是一项关键而又具有挑战性的任务。射频干扰会导致搜索算法输出大量假阳性候选信号,甚至淹没真正的天文事件。由于射频干扰源和类型的复杂性,目前还没有通用的方法来解决这一问题。为了减少射频干扰对FRB搜索的影响,对南山26米射电望远镜(NSRT-26m)L波段观测数据中的射频干扰进行了分析和研究。建立了针对主要窄带射频干扰和宽带射频干扰的三层射频干扰缓解程序,有效缓解了射频干扰对观测数据的污染。将该程序嵌入到 FRB DDSS(色散动态谱搜索)管道中,实验结果表明该搜索算法的探测率和准确率都得到了进一步提高。该方法为减轻 FRB 观测数据的射频干扰提供了有价值的参考。
{"title":"Research on RFI Mitigation Methods for Fast Radio Burst Observational Data","authors":"Liu Yan-ling ,&nbsp;Chen Mao-zheng ,&nbsp;Yuan Jian-ping ,&nbsp;Li Jian ,&nbsp;Yan Hao ,&nbsp;Zhai Nan-nan","doi":"10.1016/j.chinastron.2024.09.004","DOIUrl":"10.1016/j.chinastron.2024.09.004","url":null,"abstract":"<div><p>To quickly search for rare fast radio bursts (FRBs) from massive astronomical observational data, Radio Frequency interference (RFI) mitigation is one of the key and challenging task. RFI will cause search algorithm to output a large number of false positive candidates, and even submerges real astronomical events. Due to the complexity of the sources and types of RFI. there is currently no universal method to solve this problem. In order to reduce the impact of RFI on FRB search, the RFI in L band observational data of the Nanshan 26m radio telescope (NSRT-26m) was analyzed and studied. A three-layer RFI mitigation procedure was established for the main narrowband RFI and broadband RFI, which effectively alleviated the RFI pollution of observational data. Embedding this procedure into the FRB DDSS (Dispersion Dynamic Spectra Search) pipeline, experimental results show that the detection rate and accuracy of the search algorithm have been further improved. This method provides valuable reference for RFI mitigation of FRB observational data.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 521-537"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nonlinear Characteristics of Radio Variability in Quasar 3C 446 类星体 3C 446 中射电变异的非线性特征
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.007
Tang Jie

Quasars are characterized by violent and large amplitude variability in all the observation wavelengths, and the analysis of optical variability is useful for developing theoretical models. Long-term optical variability data of quasar 3C 446 were collected from the University of Michigan Radio Astronomy Observatory database in the 4.8, 8.0, and 14.5 GHz radio bands from 1976 to 2012. Due to the complexity of the variability data, it's hard to study by the linear time series analysis methods. For learning more about non-linear characteristics of the temporal evolution of quasar variability, the Ensemble Empirical Mode Decomposition and nonlinear analysis are used to analyse chaotic dynamics, fractal properties, and periodicity. This paper focuses on whether there is a significant difference between the periodic and non-linear properties of the quasar variability before and after the removal of the periodic or chaotic components. It turns out that the variability of quasar 3C 446 in the radio bands consists of periodic, trend, and chaotic components, and the periodic and trend components are dominant. The periods of the variability after removing the chaotic and trend components are exactly the same as the periods of the original variability data, but the chaotic and fractal characteristics of the two are significantly different. The saturated correlation dimension indicates that the reconstruction of the dynamical system requires more independent parameters than the original optical variables after the removal of the periodic and trend components. The Kolmogorov entropy indicates that the loss of information is greater for the former than the latter, and the system is more chaotic and more complex. The Hurst value indicates that the self-similarity and long-range correlation are slightly stronger for the latter than the former.

类星体在所有观测波段都具有剧烈和大振幅的变异性,对光学变异性的分析有助于建立理论模型。美国密歇根大学射电天文台数据库收集了类星体3C 446的长期光学变率数据,这些数据来自1976年至2012年的4.8、8.0和14.5 GHz射电波段。由于变率数据的复杂性,很难用线性时间序列分析方法进行研究。为了进一步了解类星体变率时间演化的非线性特征,本文采用了集合经验模式分解和非线性分析方法来分析混沌动力学、分形特性和周期性。本文重点研究了类星体变率的周期性和非线性特性在去除周期性或混沌成分前后是否存在显著差异。结果发现,类星体 3C 446 在射电波段的变率由周期、趋势和混沌成分组成,其中周期和趋势成分占主导地位。剔除混沌和趋势成分后的变率周期与原始变率数据的周期完全相同,但两者的混沌和分形特征却有很大不同。饱和相关维度表明,去除周期和趋势成分后,重建动态系统需要比原始光学变量更多的独立参数。柯尔莫哥洛夫熵表明,前者的信息损失大于后者,系统更混乱、更复杂。赫斯特值表明,后者的自相似性和长程相关性略强于前者。
{"title":"Nonlinear Characteristics of Radio Variability in Quasar 3C 446","authors":"Tang Jie","doi":"10.1016/j.chinastron.2024.09.007","DOIUrl":"10.1016/j.chinastron.2024.09.007","url":null,"abstract":"<div><p>Quasars are characterized by violent and large amplitude variability in all the observation wavelengths, and the analysis of optical variability is useful for developing theoretical models. Long-term optical variability data of quasar 3C 446 were collected from the University of Michigan Radio Astronomy Observatory database in the 4.8, 8.0, and 14.5 GHz radio bands from 1976 to 2012. Due to the complexity of the variability data, it's hard to study by the linear time series analysis methods. For learning more about non-linear characteristics of the temporal evolution of quasar variability, the Ensemble Empirical Mode Decomposition and nonlinear analysis are used to analyse chaotic dynamics, fractal properties, and periodicity. This paper focuses on whether there is a significant difference between the periodic and non-linear properties of the quasar variability before and after the removal of the periodic or chaotic components. It turns out that the variability of quasar 3C 446 in the radio bands consists of periodic, trend, and chaotic components, and the periodic and trend components are dominant. The periods of the variability after removing the chaotic and trend components are exactly the same as the periods of the original variability data, but the chaotic and fractal characteristics of the two are significantly different. The saturated correlation dimension indicates that the reconstruction of the dynamical system requires more independent parameters than the original optical variables after the removal of the periodic and trend components. The Kolmogorov entropy indicates that the loss of information is greater for the former than the latter, and the system is more chaotic and more complex. The Hurst value indicates that the self-similarity and long-range correlation are slightly stronger for the latter than the former.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 489-505"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamical Characteristics of Active Asteroid 311P/PANSTARRS 活动小行星 311P/PANSTARRS 的动力学特征
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.010
Xin Ying-qi , Shi Jian-chun , Ma Yue-hua , Chen Yuan-yuan

311P/PANSTARRS is an active asteroid with characteristics of both asteroids and comets, and it is one of the targets of China's Tianwen-2 mission. Because of its small size of about 400 m, the Yarkovsky effect may have a significant influence on its long-term dynamics. This paper discussed the changes in the long-term motion of 311P/PANSTARRS caused by the Yarkovsky effect. By assuming different surface compositions, this simulation introduced the semi-major axis drift by propagating orbits of orbital clones. It also discusses non-gravitational effects such as close encounters, non-destructive impacts, and the YORP (Yarkovsky-O'Keefe-Radzievskii-Paddack) effect. The study calculates the probabilities of close encounters and impacts with major planets and estimates the timescale for 311P/PANSTARRS to reach its rotational period splitting limit. The results of the simulations show that the Yarkovsky effect may cause 311P/PANSTARRS to exit from the resonance region faster when compared to a purely gravitational model. 311P/PANSTARRS will leave the current resonance region after roughly 10 Myr, and have a chance to become a Mars-crossing asteroid through ν6 secular resonance due to the diurnal Yarkovsky effect if its surface is covered by a regolith layer. It is concluded that 311P/PANSTARRS is stable at least 10 Myr time scale even if taking the Yarkovsky effect and the YORP effect into account. Furthermore, the YORP effect may not significantly affect the semi-major axis drift of 311P/PANSTARRS.

311P/PANSTARRS是一颗活跃的小行星,同时具有小行星和彗星的特征,是中国 "天问二号 "任务的目标之一。由于它的体积很小,只有约 400 米,雅尔科夫斯基效应可能会对其长期动力学产生重大影响。本文讨论了雅科夫斯基效应引起的 311P/PANSTARRS 长期运动的变化。通过假定不同的表面成分,该模拟引入了通过轨道克隆传播轨道的半主轴漂移。它还讨论了非重力效应,如近距离相遇、非破坏性撞击和 YORP(Yarkovsky-O'Keefe-Radzievski-Paddack)效应。研究计算了与主行星近距离相遇和撞击的概率,并估算了 311P/PANSTARRS 达到其旋转周期分裂极限的时间尺度。模拟结果表明,与纯引力模型相比,雅可夫斯基效应可能会使311P/PANSTARRS更快地脱离共振区。311P/PANSTARRS 将在大约 10 Myr 之后离开当前的共振区,如果其表面被一层碎石覆盖,则有机会在昼夜雅可夫斯基效应的作用下,通过 ν6 周期共振成为一颗穿越火星的小行星。结论是,即使考虑到Yarkovsky效应和YORP效应,311P/PANSTARRS在至少10 Myr的时间尺度上也是稳定的。此外,YORP效应可能不会对311P/PANSTARRS的半主轴漂移产生重大影响。
{"title":"Dynamical Characteristics of Active Asteroid 311P/PANSTARRS","authors":"Xin Ying-qi ,&nbsp;Shi Jian-chun ,&nbsp;Ma Yue-hua ,&nbsp;Chen Yuan-yuan","doi":"10.1016/j.chinastron.2024.09.010","DOIUrl":"10.1016/j.chinastron.2024.09.010","url":null,"abstract":"<div><p>311P/PANSTARRS is an active asteroid with characteristics of both asteroids and comets, and it is one of the targets of China's Tianwen-2 mission. Because of its small size of about 400 m, the Yarkovsky effect may have a significant influence on its long-term dynamics. This paper discussed the changes in the long-term motion of 311P/PANSTARRS caused by the Yarkovsky effect. By assuming different surface compositions, this simulation introduced the semi-major axis drift by propagating orbits of orbital clones. It also discusses non-gravitational effects such as close encounters, non-destructive impacts, and the YORP (Yarkovsky-O'Keefe-Radzievskii-Paddack) effect. The study calculates the probabilities of close encounters and impacts with major planets and estimates the timescale for 311P/PANSTARRS to reach its rotational period splitting limit. The results of the simulations show that the Yarkovsky effect may cause 311P/PANSTARRS to exit from the resonance region faster when compared to a purely gravitational model. 311P/PANSTARRS will leave the current resonance region after roughly 10 Myr, and have a chance to become a Mars-crossing asteroid through <span><math><msub><mi>ν</mi><mn>6</mn></msub></math></span> secular resonance due to the diurnal Yarkovsky effect if its surface is covered by a regolith layer. It is concluded that 311P/PANSTARRS is stable at least 10 Myr time scale even if taking the Yarkovsky effect and the YORP effect into account. Furthermore, the YORP effect may not significantly affect the semi-major axis drift of 311P/PANSTARRS.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 555-579"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Opportunities and Challenges in the Study of Exoplanetary Atmospheres during the JWST Era JWST 时代系外行星大气研究的机遇与挑战
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.001
Chen Zi-xin , Ji Jiang-hui

Currently, more than 5 000 exoplanets have been detected, and exoplanetary science is evolving from a focus on exoplanet detection to a focus on comprehensive exoplanetary characterization. Over the past 20 years, through the atmospheric characterization of about 100 exoplanets, a basic framework has been established for atmospheric detection methods, a series of atmospheric spectral forward modeling and retrieval methods, and atmospheric theory for transiting and directly imaged planets. The James Webb Space Telescope (JWST) has unprecedented detection capabilities in the near to mid-infrared spectra, and high-quality data will drive the development of atmospheric theory and models. The early released scientific results of Cycle-1 have shown the ability of JWST to characterize the atmospheres of transiting and directly imaged exoplanets, as well as the initial constraints on the atmospheres of potentially habitable planets around nearby low-mass star. The pursuit of finely detailed exoplanet atmospheric characterization in the era of JWST has already begun, and in conjunction with future missions with atmospheric survey capabilities, such as ARIEL (Atmospheric Remote-sensing Infrared Exoplanet Large-survey) and large-aperture adaptive-optics ground-based telescopes in the next 5 years, will reveal the diversity of exoplanet atmospheres at a much deeper level.

目前,已探测到 5 000 多颗系外行星,系外行星科学正从以系外行星探测为重点向以系外行星综合特征描述为重点发展。在过去的 20 年中,通过对大约 100 颗系外行星的大气表征,已经建立了大气探测方法的基本框架、一系列大气光谱前向建模和检索方法,以及凌日行星和直接成像行星的大气理论。詹姆斯-韦伯太空望远镜(JWST)具有前所未有的中近红外光谱探测能力,高质量的数据将推动大气理论和模型的发展。早期发布的周期-1 的科学成果表明,JWST 有能力描述凌日系外行星和直接成像系外行星的大气层特征,以及对附近低质量恒星周围潜在宜居行星大气层的初步约束。在 JWST 时代,对系外行星大气特征进行精细描绘的工作已经开始,结合未来具有大气勘测能力的飞行任务,如 ARIEL(大气遥感红外系外行星大勘测)和未来 5 年的大口径自适应光学地基望远镜,将在更深层次上揭示系外行星大气的多样性。
{"title":"Opportunities and Challenges in the Study of Exoplanetary Atmospheres during the JWST Era","authors":"Chen Zi-xin ,&nbsp;Ji Jiang-hui","doi":"10.1016/j.chinastron.2024.09.001","DOIUrl":"10.1016/j.chinastron.2024.09.001","url":null,"abstract":"<div><p>Currently, more than 5 000 exoplanets have been detected, and exoplanetary science is evolving from a focus on exoplanet detection to a focus on comprehensive exoplanetary characterization. Over the past 20 years, through the atmospheric characterization of about 100 exoplanets, a basic framework has been established for atmospheric detection methods, a series of atmospheric spectral forward modeling and retrieval methods, and atmospheric theory for transiting and directly imaged planets. The James Webb Space Telescope (JWST) has unprecedented detection capabilities in the near to mid-infrared spectra, and high-quality data will drive the development of atmospheric theory and models. The early released scientific results of Cycle-1 have shown the ability of JWST to characterize the atmospheres of transiting and directly imaged exoplanets, as well as the initial constraints on the atmospheres of potentially habitable planets around nearby low-mass star. The pursuit of finely detailed exoplanet atmospheric characterization in the era of JWST has already begun, and in conjunction with future missions with atmospheric survey capabilities, such as ARIEL (Atmospheric Remote-sensing Infrared Exoplanet Large-survey) and large-aperture adaptive-optics ground-based telescopes in the next 5 years, will reveal the diversity of exoplanet atmospheres at a much deeper level.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 413-446"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242114","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
YOLOX-CS: An Automatic Search Algorithm for Low Surface Brightness Galaxies YOLOX-CS:低表面亮度星系的自动搜索算法
Q4 Physics and Astronomy Pub Date : 2024-07-01 DOI: 10.1016/j.chinastron.2024.09.002
Feng Xue-qi , Tu Liang-ping , Zhong Zheng-di , Li Juan , Li Xin

The characteristics of Low Surface Brightness Galaxies (LSBGs) are very important for understanding the overall characteristics of galaxies. It is of great significance to search and expand the samples of Low Surface Brightness Galaxies by modern machine learning, especially deep learning algorithm. LSBGs are difficult to discern automatically and accurately with traditional methods because of their obscure features. However, deep learning does have the advantage of automatically identifying complex and effective features. To solve this problem, an algorithm named You Only Look Once version X-CS (YOLOX-CS) is proposed to search LSBG in large sample sky survey. Firstly, five classical target detection algorithms are compared through experiments and the optimal YOLOX algorithm is selected as the basic algorithm. Then, the YOLOX-CS framework is constructed by combining different attention mechanisms and different optimizers. The data set uses images from the Sloan Digital Sky Survey (SDSS), labelled from LSBG in the α.40-SDSS DR7 (the cross coverage area of 40% HI Arecibo Legacy Fast ALFA Survey and SDSS Data Release7) survey. Due to the small number of samples in this data set, Deep Convolutional Generative Adversarial Networks (DCGAN) model is used to expand the experimental test data. After comparing with a series of target detection algorithms, YOLOX-CS has a good test result in searching LSBG recall rate and Average Precision (AP) value in two data sets before and after expansion. The recall rate and AP value in the test set without expansion data set reach 97.75% and 97.83%, respectively. In the expanded data set of DCGAN model, under the same test set, the recall rate reaches 99.10% and the AP value reaches 98.94%, which proves that the algorithm has excellent performance in LSBG search. Finally, the algorithm is applied to SDSS photometric data, and 765 LSBG candidates are obtained.

低表面亮度星系(LSBGs)的特征对于了解星系的整体特征非常重要。利用现代机器学习,特别是深度学习算法搜索和扩展低表面亮度星系样本具有重要意义。由于低表面亮度星系的特征不明显,传统方法很难自动准确地识别它们。然而,深度学习确实具有自动识别复杂而有效特征的优势。为了解决这个问题,我们提出了一种名为 "YOLOX-CS(You Only Look Once version X-CS)"的算法,用于在大样本巡天中搜索 LSBG。首先,通过实验比较了五种经典的目标检测算法,选出最优的 YOLOX 算法作为基本算法。然后,结合不同的注意机制和不同的优化器,构建了 YOLOX-CS 框架。数据集使用的是斯隆数字巡天(SDSS)的图像,由α.40-SDSS DR7(40% HI Arecibo Legacy Fast ALFA Survey 和 SDSS Data Release7 的交叉覆盖区)巡天中的 LSBG 标注。由于该数据集样本数量较少,因此使用深度卷积生成对抗网络(DCGAN)模型来扩展实验测试数据。经过与一系列目标检测算法的比较,YOLOX-CS 在扩展前后两个数据集的 LSBG 搜索召回率和平均精度(Average Precision,AP)值方面都取得了良好的测试结果。在未扩展数据集的测试集中,召回率和平均精度值分别达到了 97.75% 和 97.83%。在 DCGAN 模型的扩展数据集中,在相同的测试集下,召回率达到 99.10%,平均精确度(AP)达到 98.94%,这证明该算法在 LSBG 搜索中表现出色。最后,将该算法应用于 SDSS 测光数据,得到了 765 个 LSBG 候选者。
{"title":"YOLOX-CS: An Automatic Search Algorithm for Low Surface Brightness Galaxies","authors":"Feng Xue-qi ,&nbsp;Tu Liang-ping ,&nbsp;Zhong Zheng-di ,&nbsp;Li Juan ,&nbsp;Li Xin","doi":"10.1016/j.chinastron.2024.09.002","DOIUrl":"10.1016/j.chinastron.2024.09.002","url":null,"abstract":"<div><p>The characteristics of Low Surface Brightness Galaxies (LSBGs) are very important for understanding the overall characteristics of galaxies. It is of great significance to search and expand the samples of Low Surface Brightness Galaxies by modern machine learning, especially deep learning algorithm. LSBGs are difficult to discern automatically and accurately with traditional methods because of their obscure features. However, deep learning does have the advantage of automatically identifying complex and effective features. To solve this problem, an algorithm named You Only Look Once version X-CS (YOLOX-CS) is proposed to search LSBG in large sample sky survey. Firstly, five classical target detection algorithms are compared through experiments and the optimal YOLOX algorithm is selected as the basic algorithm. Then, the YOLOX-CS framework is constructed by combining different attention mechanisms and different optimizers. The data set uses images from the Sloan Digital Sky Survey (SDSS), labelled from LSBG in the <span><math><mrow><mi>α</mi><mo>.</mo><mn>40</mn></mrow></math></span>-SDSS DR7 (the cross coverage area of 40% HI Arecibo Legacy Fast ALFA Survey and SDSS Data Release7) survey. Due to the small number of samples in this data set, Deep Convolutional Generative Adversarial Networks (DCGAN) model is used to expand the experimental test data. After comparing with a series of target detection algorithms, YOLOX-CS has a good test result in searching LSBG recall rate and Average Precision (AP) value in two data sets before and after expansion. The recall rate and AP value in the test set without expansion data set reach 97.75% and 97.83%, respectively. In the expanded data set of DCGAN model, under the same test set, the recall rate reaches 99.10% and the AP value reaches 98.94%, which proves that the algorithm has excellent performance in LSBG search. Finally, the algorithm is applied to SDSS photometric data, and 765 LSBG candidates are obtained.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"48 3","pages":"Pages 462-488"},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Chinese Astronomy and Astrophysics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1