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Effect of Ap-Index of Geomagnetic Activity on S&P 500 Stock Market Return 地磁活动ap指数对标普500股票市场收益的影响
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-07-14 DOI: 10.1155/2019/2748062
Lifang Peng, Ning Li, Jing-cai Pan
Geomagnetic activity with global influence is an essential object of space weather research and is a significant link in the section of the solar wind-magnetospheric coupling process. Research so far provides strong evidence that geomagnetic activity affects stock investment decisions by influencing human health, mood, and human behaviours. Therefore, this research investigates the empirical association between geomagnetic activity and stock market return. Overall, we find that geomagnetic activity exerts a negative influence on the return of the US stock market. Further, market liquidity effectively magnifies the effect of geomagnetic activity. Inconsistent with previous literature, this effect is not mainly caused by the semiannual variation of geomagnetic activity. Our research contributes to the introduction of geomagnetic indices to financial economics studies on the impact of geomagnetic activity influence on stock market return.
具有全球影响的地磁活动是空间天气研究的重要对象,是太阳风-磁层耦合过程的重要环节。迄今为止的研究提供了强有力的证据,表明地磁活动通过影响人类健康、情绪和行为来影响股票投资决策。因此,本研究探讨地磁活动与股票市场收益的实证关系。总体而言,我们发现地磁活动对美国股市的收益产生负向影响。此外,市场流动性有效地放大了地磁活动的影响。与以往文献不一致的是,这种影响主要不是由地磁活动半年变化引起的。我们的研究有助于将地磁指数引入到地磁活动对股票市场收益影响的金融经济学研究中。
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引用次数: 1
Single and Multiwavelength Detection of Coronal Dimming and Coronal Wave Using Faster R-CNN 基于更快R-CNN的单波长和多波长日冕调光和日冕波检测
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-07-08 DOI: 10.1155/2019/7821025
Zong-You Xie, Chunyan Ji
Automatic detection of solar events, especially uncommon events such as coronal dimming (CD) and coronal wave (CW), is very important in solar physics research. The CD and CW are not only related to the detection of coronal mass ejections (CMEs) but also affect space weather. In this paper, we have studied methods for automatically detecting them. In addition, we have collected and processed a dataset that includes the solar images and event records, where the solar images come from the Atmospheric Imaging Assembly (AIA) of Solar Dynamics Observatory (SDO) and the event records come from Heliophysics Event Knowledgebase (HEK). Different from the methods used before, we introduce the idea of deep learning. We train single-wavelength and multiwavelength models based on Faster R-CNN. In terms of accuracy, the single-wavelength model performs better. The multiwavelength model has a better detection performance on multiple solar events than the single-wavelength model.
太阳事件的自动探测,特别是日冕变暗和日冕波等罕见事件的自动探测,在太阳物理研究中具有十分重要的意义。CD和CW不仅与日冕物质抛射(cme)的探测有关,而且对空间天气也有影响。在本文中,我们研究了自动检测它们的方法。此外,我们还收集和处理了一个包含太阳图像和事件记录的数据集,其中太阳图像来自太阳动力学天文台(SDO)的大气成像组件(AIA),事件记录来自太阳物理事件知识库(HEK)。与之前使用的方法不同,我们引入了深度学习的思想。我们基于Faster R-CNN训练单波长和多波长模型。在精度方面,单波长模型表现更好。多波长模型对多个太阳事件的探测性能优于单波长模型。
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引用次数: 3
Recent Advances in Lunar Exploration Using Radar and Microwave Techniques 利用雷达和微波技术探月的最新进展
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-07-07 DOI: 10.1155/2019/4794258
Jing Li, Z. Meng, A. Gusev
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引用次数: 0
Structural Analysis of Lunar Regolith from LPR CH-2 Data Based on Adaptive f-x E MD: LPR Data Processed by Adaptive f-x EMD 基于自适应f-x E MD的LPR CH-2数据月球风化层结构分析:自适应f-x EMD处理的LPR数据
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-07-01 DOI: 10.1155/2019/1528410
Bin Hu, Deli Wang, Ling Zhang, Z. Zeng
The Lunar Penetrating Radar (LPR) is one of the important scientific payloads in China’s Chang’E-3 (CE-3) to image within 100 m below the lunar surface. The acquired LPR data is significant for the research of lunar geological structure. Based on the sedimentary mechanism of lunar regolith, the regolith contains many rocks with different sizes. These local anomalies appear as diffraction in LPR data, which reduces the data quality and limits the structural analysis of lunar regolith. According to the kinematics characteristics of rock caused diffraction, we transform these problems to a problem of steep dip decreasing. To reach this goal, we adopt a data preprocessing workflow to improve the quality of the radar image, firstly. Then, a dip filter based on adaptive f-x empirical mode decomposition (EMD) is proposed to extract the rocks in the regolith and the corresponding removed IMF map indicates the degree of rock enrichment and highlights regolith-basement interface. Both simulation and LPR CH-2 data present a great performance. Finally, according to the processed result, we locate the position of each rock and highlight the contact interface of regolith and the basement rock.
探月雷达(LPR)是中国嫦娥三号(CE-3)在月球表面以下100米范围内成像的重要科学有效载荷之一。所获得的LPR数据对月球地质结构的研究具有重要意义。根据月球风化层的沉积机制,风化层包含许多大小不等的岩石。这些局部异常在LPR数据中以衍射的形式出现,这降低了数据质量,并限制了月球风化层的结构分析。根据岩石引起衍射的运动学特征,将这些问题转化为陡倾角递减问题。为了达到这一目标,我们首先采用了数据预处理工作流程来提高雷达图像的质量。然后,提出了一种基于自适应f-x经验模式分解(EMD)的倾角滤波器来提取风化层中的岩石,相应的去除的IMF图指示了岩石的富集程度,并突出了风化层-基底界面。模拟和LPR CH-2数据都表现出了良好的性能。最后,根据处理结果,我们定位了每个岩石的位置,并突出了风化层与基岩的接触界面。
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引用次数: 2
Several Geological Issues of Schrödinger Basin Exposed by CE-2 CELMS Data CE-2 CELMS资料揭示薛定谔盆地的几个地质问题
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-07-01 DOI: 10.1155/2019/3926082
Z. Meng, H. H. Wang, Y. C. Zheng, Y. Z. Wang, H. Miyamoto, Z. C. Cai, J. Ping, Y. Z. Zhu
The study on the Schrödinger basin may provide important clues about the formation of South Pole-Aitken (SPA) basin. In this paper, the thermophysical features of Schrödinger basin were evaluated using the Chang’E-2 microwave sounder (CELMS) data. The results are as follows. (1) The geological units are reevaluated with the CELMS data and a new geological view was provided according to the brightness temperature and emissivity maps. (2) The surface topography plays an important role in the observed CELMS data. (3) The hot anomaly in the basin floor indicates a warm substrate. (4) The pyroxene-bearing anorthosite is probably an important cause for the cold anomaly over the lunar surface. Also, the study proves the applicability of the CELMS data applying in high latitude regions to a certain extent.
对薛定谔盆地的研究可能为南极-艾特肯盆地的形成提供重要线索。本文利用嫦娥二号微波测深仪(CELMS)资料对薛定谔盆地的热物理特征进行了评价。结果如下。(1) 利用CELMS数据对地质单元进行了重新评估,并根据亮度-温度和发射率图提供了新的地质视图。(2) 表面形貌在观测到的CELMS数据中起着重要作用。(3) 盆地底部的热异常表明基底是温暖的。(4) 含辉石的斜长岩可能是造成月球表面冷异常的重要原因。研究也在一定程度上证明了CELMS数据在高纬度地区的适用性。
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引用次数: 6
Lunar Radiometric Measurement Based on Observing China Chang’E-3 Lander with VLBI—First Insight 基于VLBI观测中国嫦娥三号着陆器的月球辐射测量——首次发现
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-06-02 DOI: 10.1155/2019/7018620
Song-tao Han, Zhongkai Zhang, Jing Sun, Jianfeng Cao, Lue Chen, Weitao Lu, Wenxiao Li
China Chang’E-3 performed soft landing at the plains of Sinus Iridum on lunar surface on December 14th 2013 successfully; it opened a new window for observing lunar surface with radiometric tracking which many lunar scientific researchers always pursue for. Since July 2014, OCEL (Observing Chang’E-3 Lander with VLBI) project has been conducted jointly by IVS (International VLBI Service of Geodesy and Astrometry) and BACC (Beijing Aerospace Control Center), a global IVS R&D network augmented with two China Deep Space Stations configured for OCEL. This paper presents the current status and preliminary result of the OCEL and mainly focuses on determination of the lander position, which is about 7 meter in height and 14 meter in plane of lunar surface with respect to LRO (Lunar Reconnaissance Orbiter). Based on accuracy analysis, further optimized OCEL sessions will make use of this target-of-opportunity, the Chang’E-3 lunar lander, as long as it is working. With higher accurate radiometric observables, more prospective contribution to earth and lunar science is expected by combining with LLR.
2013年12月14日,中国嫦娥三号在月球表面Iridum平原软着陆成功;它为许多月球科研人员一直追求的辐射跟踪观测月球表面开辟了一扇新的窗口。自2014年7月以来,国际VLBI大地测量和天体测量服务中心(IVS)和北京航天控制中心(BACC)联合开展了OCEL(利用VLBI观测嫦娥三号着陆器)项目,这是一个全球IVS研发网络,并为OCEL配置了两个中国深空站。本文介绍了OCEL的现状和初步结果,重点讨论了着陆器相对于月球勘测轨道飞行器(LRO)高度约为7米、平面内约为14米的着陆器位置的确定。根据精度分析,只要嫦娥三号月球着陆器工作,进一步优化的OCEL会议将利用这一机会目标。随着更高精度的辐射可观测性,与LLR相结合有望对地球和月球科学做出更具前瞻性的贡献。
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引用次数: 1
Disk-Integrated Lunar Brightness Temperatures between 89 and 190 GHz 磁盘集成月球亮度温度介于89和190 GHz之间
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-06-02 DOI: 10.1155/2019/2350476
M. Burgdorf, S. Buehler, I. Hans, M. Prange
Measurements of the disk-integrated brightness temperature of the Moon at 89, 157, 183, and 190 GHz are presented for phase angles between -80° and 50° relative to full Moon. They were obtained with the Microwave Humidity Sounder (MHS) on NOAA-18 from 39 instances when the Moon appeared in the deep space view of the instrument. Polynomials were fitted to the measured values and the maximum temperature and the phase angle of its occurrence were determined. A comparison of these results with the predictions from three different models or rather parametrical expressions by Keihm, Mo & Kigawa, and Yang et al. revealed significantly larger phase lags for the lower frequencies in the measurements with MHS. As the Moon has appeared thousands of times in the field of view of all microwave sounders combined, this investigation demonstrates the potential of weather satellites for fine tuning models and establishing the Moon as extremely accurate calibration reference.
在相对满月-80°至50°的相位角下,测量了月球在89、157、183和190 GHz的盘面综合亮度温度。它们是用NOAA-18上的微波湿度探测器(MHS)从月球出现在仪器深空视图中的39个实例中获得的。将多项式拟合到测量值,并确定其出现的最高温度和相位角。将这些结果与Keihm、Mo和Kigawa以及Yang等人的三个不同模型的预测或更确切地说是参数表达式的预测进行比较,发现在MHS测量中,较低频率的相位滞后明显较大。由于月球已经在所有微波探测器的视野中出现了数千次,这项调查证明了气象卫星微调模型的潜力,并将月球作为极其准确的校准参考。
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引用次数: 8
Extracting Filaments Based on Morphology Components Analysis from Radio Astronomical Images 基于形态学成分分析的射电天文图像细丝提取
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-06-02 DOI: 10.1155/2019/2397536
M. Zhu, W. Liu, B. Y. Wang, M. Zhang, W. Tian, X. Yu, T. Liang, D. Wu, D. Hu, F. Duan
Filaments are a type of wide-existing astronomical structure. It is a challenge to separate filaments from radio astronomical images, because their radiation is usually weak. What is more, filaments often mix with bright objects, e.g., stars, which makes it difficult to separate them. In order to extract filaments, A. Men’shchikov proposed a method “getfilaments” to find filaments automatically. However, the algorithm removed tiny structures by counting connected pixels number simply. Removing tiny structures based on local information might remove some part of the filaments because filaments in radio astronomical image are usually weak. In order to solve this problem, we applied morphology components analysis (MCA) to process each singe spatial scale image and proposed a filaments extraction algorithm based on MCA. MCA uses a dictionary whose elements can be wavelet translation function, curvelet translation function, or ridgelet translation function to decompose images. Different selection of elements in the dictionary can get different morphology components of the spatial scale image. By using MCA, we can get line structure, gauss sources, and other structures in spatial scale images and exclude the components that are not related to filaments. Experimental results showed that our proposed method based on MCA is effective in extracting filaments from real radio astronomical images, and images processed by our method have higher peak signal-to-noise ratio (PSNR).
细丝是一种广泛存在的天文结构。从射电天文图像中分离细丝是一项挑战,因为它们的辐射通常很弱。此外,细丝经常与明亮的物体(如恒星)混合,这使得很难将它们分离。为了提取细丝,A.Men’schikov提出了一种自动寻找细丝的方法“getfilames”。然而,该算法通过简单地计算连接像素的数量来去除微小的结构。基于局部信息去除微小结构可能会去除部分细丝,因为射电天文图像中的细丝通常很弱。为了解决这一问题,我们将形态分量分析(MCA)应用于处理每个单个空间尺度的图像,并提出了一种基于MCA的细丝提取算法。MCA使用一个字典来分解图像,该字典的元素可以是小波转换函数、曲线转换函数或脊波转换函数。字典中元素的不同选择可以得到空间尺度图像的不同形态成分。通过使用MCA,我们可以获得空间尺度图像中的线结构、高斯源和其他结构,并排除与细丝无关的成分。实验结果表明,我们提出的基于MCA的方法能够有效地从真实的射电天文图像中提取细丝,并且该方法处理的图像具有较高的峰值信噪比。
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引用次数: 0
The Mid-Term Forecast Method of F10.7 Based on Extreme Ultraviolet Images 基于极紫外图像的F10.7中期预报方法
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-05-13 DOI: 10.1155/2019/5604092
L. Lei, Q. Zhong, J. Wang, L. Shi, S. Liu
The solar radio flux at 10.7cm (F10.7) is a direct monitor and an important indicator of solar variability, and F10.7 is commonly used in empirical atmospheric models, ionosphere models, etc. The source regions of F10.7 are mainly in the corona above the active regions, and the extreme ultraviolet (EUV) images reflect the coronal thermal structure. In this paper, an index is defined as PSR based on the intensity values of solar EUV images to represent the coronal contribution to F10.7. The Spearman correlation coefficient between the observed values of F10.7 and PSR is 0.85 in 304 Å EUV images. Based on the high correlation, an empirical model is constructed. Combining the EUV data of SDO/AIA and the twin STEREO/EUVI, solar full-disk EUV images can be generated, and the future 27-day values of PSR can be calculated. Then, a realistic estimation of F10.7 from 1 to 27 days in advance can be provided by the empirical model. Compared to the predictive values of F10.7 by the 54th-order autoregressive models in 2012-2013, the error drop-rate of our model is 12.54%, and our method has significant advantages in the upcoming 3 to 27 days’ forecast.
10.7cm(F10.7)的太阳射电通量是太阳变率的直接监测器和重要指标,F10.7常用于经验大气模型、电离层模型等。F10.7的源区主要在活动区上方的日冕中,极紫外(EUV)图像反映了日冕的热结构。在本文中,基于太阳EUV图像的强度值,将一个指数定义为PSR,以表示日冕对F10.7的贡献。在304ÅEUV图像中,F10.7和PSR的观测值之间的Spearman相关系数为0.85。基于高相关性,构建了一个经验模型。结合SDO/AIA和STEREO/EUVI的EUV数据,可以生成太阳全盘EUV图像,并可以计算未来27天的PSR值。然后,经验模型可以提前1-27天提供F10.7的实际估计。与2012-2013年54阶自回归模型对F10.7的预测值相比,我们的模型的误差下降率为12.54%,并且我们的方法在即将到来的3到27天的预测中具有显著的优势。
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引用次数: 5
A New Image Restoration Method for MUSER 一种新的MUSER图像恢复方法
IF 1.4 4区 物理与天体物理 Q3 ASTRONOMY & ASTROPHYSICS Pub Date : 2019-05-02 DOI: 10.1155/2019/8087405
Wei Wang, Yihua Yan
Solar radio images in decimeter wave range consist of many complicated components including a disk component, some bright and weak compact sources, and many diffuse features. Complicated structures combining these various components maybe cause restoration failure when using conventional algorithms. Furthermore, the images at different frequencies band are pretty different. Therefore, restoration method for solar radio image is different from other radio sources. Some image restoration methods were applied and obtained good results on Nancay radioheliograph images and Nobeyama radioheliograph images, and some new methods were introduced into processing these complicated solar radio images in recent years. For a new radioheliograph with ultrawide frequency band, new image restoration method which can maximize function of telescope is demanded. Different images could be obtained from the same visibilities data by using different weighting functions in imaging processing. In this paper, a new restoration method for solar radio image was proposed. Two images with different weighting functions from the same data are combined in this method. This restoration method has applied to data processing of Mingantu spectral radioheliograph.
分米波范围内的太阳射电图像由许多复杂的成分组成,包括圆盘成分、一些明亮和微弱的致密源以及许多散射特征。当使用传统算法时,将这些不同组件组合在一起的复杂结构可能会导致恢复失败。此外,不同频带的图像也有很大的不同。因此,太阳辐射图像的恢复方法不同于其他辐射源。将一些图像恢复方法应用于Nancay和Nobeyama的太阳射电图图像,并取得了良好的效果。近年来,一些新的方法被引入到这些复杂的太阳射电图像的处理中。对于一种新的超宽频带日射图,需要一种能最大限度地发挥望远镜功能的新的图像恢复方法。通过在成像处理中使用不同的加权函数,可以从相同的可视性数据中获得不同的图像。本文提出了一种新的太阳射电图像恢复方法。在该方法中,来自相同数据的具有不同加权函数的两个图像被组合。该恢复方法已应用于明安图光谱太阳图的数据处理。
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引用次数: 1
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