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Prediction of the atmospheric fundamental parameters from stellar spectra using artificial neural network 利用人工神经网络从恒星光谱预测大气基本参数
Pub Date : 2020-06-24 DOI: 10.1080/20909977.2020.1853012
Y. A. Azzam, M. Nouh, A. Shaker
ABSTRACT Innovation in the ground and space-based instruments has taken us into a new age of spectroscopy, in which a large amount of stellar content is becoming available. So, automatic classification of stellar spectra became subjective in the last three decades due to the availability of large observed spectral database as well as the theoretical spectra. In the present paper, we develop an Artificial Neural Network (ANN) algorithm for automated classification of stellar spectra. The algorithm has been applied to extract the fundamental parameters of the optical spectra of some hot helium-rich white dwarf stars observed by the Sloan Digital Sky Survey (SDSS) and B-type spectra observed at Onderjove observatory. We compared the present fundamental parameters and those from a minimum distance method to clarify the accuracy of the present algorithm where we found that the predicted atmospheric parameters for the two samples are in good agreement for about 50% of the samples. A possible explanation for the discrepancies found for the rest of the samples is discussed.
地面和天基仪器的创新将我们带入了光谱学的新时代,在这个时代,大量的恒星内容变得可用。因此,近三十年来,由于大量观测光谱数据库的可用性以及理论光谱的可用性,恒星光谱的自动分类变得主观。本文提出了一种用于恒星光谱自动分类的人工神经网络(ANN)算法。应用该算法提取了斯隆数字巡天(SDSS)观测到的一些热富氦白矮星光谱的基本参数和Onderjove天文台观测到的b型光谱。我们比较了目前的基本参数和最小距离方法的基本参数,以澄清目前算法的准确性,其中我们发现两个样本的预测大气参数在大约50%的样本中是一致的。讨论了对其余样品中发现的差异的可能解释。
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引用次数: 2
Geotechnical assessment of fractured limestone bedrock using DC resistivity method: a case study at New Minia City, Egypt 利用直流电阻率法对裂缝性石灰岩基岩进行岩土工程评价:以埃及新米尼亚市为例
Pub Date : 2020-01-01 DOI: 10.1080/20909977.2020.1734999
K. Gemail, S. Shebl, M. Attwa, S. Soliman, A. Azab, M. H. Farag
ABSTRACT The new urban development is an important priority in Egypt to face a rapid increase in the population during the last few decades. As a case study, the geotechnical assessment of the New Minia City is studied applying direct current (DC) resistivity technique. In the presented study, the DC resistivity data are interpreted to (i) characterize the subsurface layer distributions, (ii) deduce the subsurface structures considering the surface geological and structural setting and borehole information and (iii) predict geotechnical parameters of the bedrock based on empirical relationships. The inversion results of DC resistivity data indicate that a lens of clay is locally capping the fractured limestone in different parts of the area. The constructed geoelectrical cross-sections show that the limestone bedrock is highly fractured regarding many normal faults trending in the NW and NE directions. In an attempt to derive empirical relationships for predicting the geotechnical parameters, the inverted resistivity values of the fractured limestone were correlated with different geotechnical parameters, Rock Quality Designation (RQD) and Unconfined Compressive Strength (UCS). It is noticed that there are good correlations between the limestone resistivity values and geotechnical parameters obtained from borehole data applying linear relations. Accordingly, the results indicate that the DC resistivity method constitutes a valuable technique to introduce a preliminary geotechnical assessment for new urban areas.
在过去的几十年里,面对人口的快速增长,新的城市发展是埃及的一个重要优先事项。以新米尼亚市为例,应用直流电阻率技术进行了岩土工程评价研究。在本研究中,直流电阻率数据被解释为(i)表征地下层分布,(ii)考虑地表地质和构造背景以及钻孔信息推断地下结构,(iii)根据经验关系预测基岩的岩土参数。直流电阻率反演结果表明,在该区不同部位,粘土透镜体局部盖住裂缝灰岩。构造的地电剖面显示,灰岩基岩在北西、北东向有多处正断层,呈高度断裂。为了获得预测岩土参数的经验关系,将裂隙灰岩的电阻率反演值与不同岩土参数、岩石质量指标(RQD)和无侧限抗压强度(UCS)进行了关联。利用线性关系得到的石灰岩电阻率值与岩土参数具有良好的相关性。结果表明,直流电阻率法是一种有价值的技术,可用于对新城地区进行初步岩土工程评价。
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引用次数: 6
Electrical resistivity imaging of active faults in palaeoseismology: case studies from Karachi Arc, southern Kirthar Fold Belt, Pakistan 古地震学中活动断层的电阻率成像:以巴基斯坦Kirthar褶皱带南部卡拉奇弧为例
Pub Date : 2020-01-01 DOI: 10.1080/20909977.2020.1722524
Ahmad Nabi, Xiao-dong Liu, Z. Gong, Abbas R. Ali
ABSTRACT Electric resistivity tomography (ERT) is applied across active concealed faults to confirm the subsurface manifestation and lateral extension of capable faults in Karachi Arc, southern Kirthar Fold Belt, Pakistan. During palaeoseismological investigations, active faults and movements along them are identified using electrical resistivity imaging and trenching. The electrical resistivity images present the general structure of the investigated area, with the possibility of tracking the fault in the subsurface. The verification of faults and comparison of ERT profiles with the excavated trench logs confirmed the success of ERT. The results of ERT and trenching in three major parts of Karachi Arc show: (i) the southern inner part of the arc was inactive in Late Quaternary time, where the Sona Fault did not experience any recent movement; (ii) Kirthar and Khud faults in the northwestern part of the study area are active but do not extend into the southern Karachi Arc; and (iii) the frontal part of Karachi Arc is characterised by Quaternary faulting of limited strike length with a moderate rate of seismic activity. Based on the Karachi Arc case studies, ERT is found to be a reliable geophysical technique for studying near-surface geological structures, subsurface lithological mapping and fault characterisation.
在巴基斯坦Kirthar褶皱带南部的卡拉奇弧地区,对活动隐伏断层进行了电阻率层析成像(ERT),以确定活动隐伏断层的地下表现和横向伸展。在古地震调查中,利用电阻率成像和挖沟技术确定了活动断层及其运动。电阻率图像反映了研究区域的总体结构,有可能跟踪地下断层。断层的验证和ERT剖面与开挖的海沟测井曲线的对比证实了ERT的成功。在卡拉奇弧的三个主要部分的ERT和沟槽结果表明:(1)弧的南部内侧在晚第四纪是不活动的,其中索纳断层没有经历任何近期运动;(ii)研究区西北部的Kirthar和Khud断裂活动,但未延伸至卡拉奇弧南部;(3)卡拉奇弧前缘以第四纪断裂为特征,走向长度有限,地震活动率中等。基于卡拉奇弧的案例研究,发现ERT是一种可靠的地球物理技术,用于研究近地表地质构造,地下岩性填图和断层表征。
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引用次数: 5
Integrated seismic and well gamma-ray analysis for delineation Sienna channel depositional architecture, offshore West Nile Delta, Egypt 埃及西尼罗河三角洲Sienna水道沉积构造圈定的地震和井伽马射线综合分析
Pub Date : 2020-01-01 DOI: 10.1080/20909977.2020.1820267
R. Eid, M. El-Anbaawy, A. Abdelhalim
ABSTRACT The Nile Delta gas reservoirs are dominated by Plio-Pleistocene and Miocene channel deposits which became nowadays the key player for gas production in Egypt. These channelized features are spectacularly imaged on high-quality seismic data, this paper deals with channel geomorphology imaging using different geophysical and geological tools for better under-standing its architecture and fairway delineation in Sienna field also delineating some reasons for reservoir compartmentalization in the studied area which acts as an analogue for the marine slope channels in Pliocene reservoirs within West Delta deep marine concession (WDDM).Seismic attributes were used like Root Mean Square (RMS) amplitude extraction, Ant tracking and Spectral decomposition and finally pre-stack seismic inversion products. By correlating seismic signature with wells log data, four depositional cycles in the Sienna channel were identified which are stacked upon each other in Sienna canyon. The reason for Sienna system compartmentalization maybe not only effect by faults density but also facies quality which is changes from well to another as a result of distal deposits of turbidity slope channels. The location of new wells could be more precisely delineated for further reservoir development in Sienna channels.
尼罗河三角洲气藏以上新世-更新世和中新世河道矿床为主,已成为埃及天然气生产的关键。本文利用不同的地球物理和地质工具对河道地貌进行了成像,以更好地了解Sienna油田的构造和航道圈定,并圈定了研究区储层分区的一些原因,作为对西三角洲深水租界(WDDM)上新世储层海相斜坡河道的模拟。利用均方根(RMS)振幅提取、蚂蚁跟踪和频谱分解等地震属性,最终得到叠前地震反演结果。通过地震特征与测井资料的对比,确定了Sienna水道的4个沉积旋回,这些旋回在Sienna峡谷内相互叠加。Sienna体系分区化的原因除了受断层密度的影响外,还与浊积斜坡河道远端沉积导致的相质变化有关。新井的位置可以更精确地圈定,以进一步开发Sienna水道的储层。
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引用次数: 2
Developing a new model for predicting global solar radiation on a horizontal surface located in Southwest Region of Algeria 在阿尔及利亚西南地区建立一个预测全球太阳辐射水平面上的新模式
Pub Date : 2020-01-01 DOI: 10.1080/20909977.2020.1746892
N. Bailek, K. Bouchouicha, Y. Abdel-Hadi, M. EL-Shimy, Abdeldjalil Slimani, B. Jamil, Abdallah Djaafari
ABSTRACT Global solar radiation data is essential in the design of solar energy conversion devices. The most widely used model in the estimation of the global solar radiation coming to the earth’s surface is the Angtröm-Prescott model. In this model, relative sunshine duration plays an important role. In the current study, it was attempted to review different models and to determine the best performing model developed for the city of Bechar and two locations of Algerian Big South desert for solar energy projects and compare them with the different established models available in the literature up until now, based on measured sunshine hours data. The new models give high accuracies on the application, where (R2) ranges between 0.70 and 0.99. In addition, MBE and RMSE values are very low in the studied stations. The results presented in this paper are quite useful for quick estimation of global solar radiation data required for performance evaluation of solar collector used for different applications of solar energy.
摘要:在太阳能转换装置的设计中,全球太阳辐射数据是必不可少的。在估计到达地球表面的全球太阳辐射时,使用最广泛的模型是Angtröm-Prescott模型。在该模式中,相对日照时数起着重要作用。在目前的研究中,它试图回顾不同的模型,并确定为贝查尔市和阿尔及利亚大南部沙漠的两个地点开发的太阳能项目的最佳模型,并将它们与迄今为止文献中可用的不同已建立的模型进行比较,这些模型基于测量的日照时数数据。新模型在应用上给出了很高的精度,其中(R2)范围在0.70到0.99之间。此外,研究台站的MBE和RMSE值都很低。本文的研究结果对于快速估算不同太阳能应用场合的太阳能集热器性能所需的太阳总辐射数据具有重要意义。
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引用次数: 17
Development of empirical models for analysis of subsoil agricultural parameters from resistivity measurement in a basement complex terrain 基于基底复杂地形电阻率测量的地下农业参数分析经验模型的建立
Pub Date : 2020-01-01 DOI: 10.1080/20909977.2020.1732571
A. D Adebiyi, K. Adiat, A. B Eluwole
ABSTRACT Soil electrical resistivity measurements and soil properties determination were carried out at an arable plot located within the Federal University of Technology, Akure, Ondo State. This was with a view to establishing relationship between in-situ soil resistivity and selected topsoil properties in a typical basement complex environment. Electrical Resistivity was measured from the soil surface at 0 to 50 cm soil depths using Wenner Array. Electrode spacing of 130 cm (1.3 m) was utilized. Soil samples were collected to a depth of 50 cm at the mid points of 2 m by 2 m cell. These were analyzed for properties that include: moisture content, particle size analysis, Organic Matter (OM), pH and electrical conductivity. The regression analysis plots show that ER correlate significantly to soil properties, with coefficient of correlation of 0.90 for MC, 0.63 for SC, 0.74 for CC, 0.57 for OM, 0.94 for EC. Except for SC and PH that shows a non-significant correlation of 0.52 and 0.30 respectively. Validation of the derived empirical model gives a coefficient of correlation between the observed and predicted result as 0.94 for MC, 0.74 for OM, 0.93 for EC, 0.79 for SC, 0.94 for silt content, 0.52 for clay content and 0.48 for PH. The study concluded that electrical resistivity measurements could be used as a rapid tool for obtaining the selected topsoil properties.
在位于俄多州阿库雷联邦科技大学内的一块耕地上进行了土壤电阻率测量和土壤性质测定。这是为了在典型的基底复杂环境中建立原位土壤电阻率与选定表土性质之间的关系。利用温纳阵列测量土壤表面0 ~ 50 cm深度的电阻率。电极间距为130 cm (1.3 m)。在2 m × 2 m细胞的中点处采集深度为50 cm的土壤样品。这些分析的性质包括:水分含量、粒度分析、有机物(OM)、pH值和电导率。回归分析结果表明,土壤内质能与土壤性状的相关系数为0.90,SC为0.63,CC为0.74,OM为0.57,EC为0.94。除SC与PH呈非显著相关(0.52和0.30)外。对推导出的经验模型进行验证,得出的观测结果与预测结果之间的相关系数分别为:MC 0.94、OM 0.74、EC 0.93、SC 0.79、粉砂含量0.94、粘土含量0.52和ph 0.48。研究得出结论,电阻率测量可以作为一种快速获取所选表土性质的工具。
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引用次数: 2
A homogenous moment magnitude and local magnitude scaling relation for earthquakes in Egypt 埃及地震的均匀矩震级和局地震级标度关系
Pub Date : 2020-01-01 DOI: 10.1080/20909977.2020.1794445
Abd el-aziz Khairy Abd el-aal, H. E. Abdelhafiez, H. Saadalla, M. S. Soliman
ABSTRACT In this work, we publish a moment-local magnitude scale catalogue for the Egyptian National Seismic Network (ENSN) since 1997 to 2019 as necessary for the study of seismicity and seismic hazard estimation. Every year, the ENSN publish an annual bulletin of local and regional earthquakes recorded by the network with local magnitude (Ml) scale. The ENSN was recorded more than 36,730 approximately for local events since 1997. In this work, the Moment magnitudes (Mw) are computed for small earthquakes using a spectral analysis method, while the Moment magnitudes of moderate and large earthquakes are obtained using a complete waveform inversion and moment tensor techniques. An empirical relationship between moment magnitude (Mw) and local magnitude (Ml) of the earthquakes are developed using a linear regression. The Mw–Ml relationship used in this study was as follows: Mw = 0.69 Ml + 0.58 for earthquakes with magnitude ≤3 Mw = 0.95 Ml – 0.15 for earthquakes with magnitude 3< ML≤6 The ENSN local magnitude (Ml) catalogue was converted to a moment magnitude (Mw) catalogue and attached as a supplementary material with this article for use by the researchers and authors in tectonic studies and seismic hazard evaluation of the region.
在这项工作中,我们发布了埃及国家地震台网(ENSN)自1997年至2019年的瞬间局地震级目录,这是研究地震活动性和地震危险性估计所必需的。每年,欧洲地震台网都会以当地震级(Ml)为尺度发布台网记录的局地和区域地震的年度公报。自1997年以来,本地事件的ENSN记录约超过36,730。在这项工作中,使用频谱分析方法计算小地震的矩震级(Mw),而使用完整的波形反演和矩张量技术获得中地震和大地震的矩震级。利用线性回归,建立了矩震级(Mw)和局地震级(Ml)之间的经验关系。本文使用的Mw - Ml关系为:Mw = 0.69 Ml + 0.58,震级≤3,Mw = 0.95 Ml - 0.15,震级< Ml≤6。enn局地震级(Ml)目录转换为矩震级(Mw)目录,作为本文的补充资料,供研究人员和作者在该地区的构造研究和地震危险性评价中使用。
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引用次数: 1
Mineralogy and ground gamma-ray spectrometric investigation for phosphates of Gabal Abu Had area, Central Eastern Desert, Egypt 埃及中东部沙漠Gabal Abu Had地区磷酸盐矿物学及地面伽玛射线光谱研究
Pub Date : 2020-01-01 DOI: 10.1080/20909977.2020.1746893
I. Gaafar, M. S. Abu El Ghar, T. Ibrahim, M. Diab
ABSTRACT The present study deals with geologic and mineralogic studies as well as gamma-ray spectrometric survey for uranium potential phosphates of Duwi Formation and environmental assessment at Gabal Abu Had environ. These phosphate deposits are considered as an important potential resource for uranium and rare earth elements as by-products. The study area lies to the NE of Qena town and dissected by Qena – Safaga asphaltic road. The Duwi Formation in the study area conformably overlies Qusseir Formation and underlies Dakhla Formation; this succession is capped with Esna and Thebes Formations and eroded along wadis which are filled with Quaternary deposits. Phosphate deposits (Duwi Formation) of Abu Had area are enriched with uranium, which may be extracted as a by-product of making fertilisers. Petrographic studies indicate that phosphate beds are composed of phosphatic particles which include collophane grains, bioclasts (bone and teeth fragments), as well as, non-phosphatic particles which include quartz, calcite and pyrite embedded in silica, calcite or iron oxides cement. XRD results showed that hydroxylapatite is the principal phosphate mineral, and the non-phosphate minerals include calcite, quartz, gypsum and anhydrite. Ground gamma-ray spectrometric results indicated that the study area has K values range from 0.2% to 4.4%, eTh values range from 0.5 to 18 ppm and eU values range from 0.5 to 100 ppm. The phosphate-bearing beds of Duwi Formation have the highest values of eU reach up to 100 ppm. The uranium anomalies mostly elongated in NW-SE trend that related to the NW-SE strike-slip faults of the area. The average value of annual effective dose rates of phosphates at Abu Had area equals 0.32 mSv/y which, less than the worldwide permissible level of annual effective dose rate (1 mSv/y).
本文对Gabal Abu Had地区Duwi组铀潜能磷酸盐进行了地质、矿物学研究、伽马射线能谱测量和环境评价。这些磷矿被认为是铀和稀土元素副产品的重要潜在资源。研究区位于Qena镇东北部,被Qena - Safaga沥青公路分割。研究区Duwi组整合上覆于Qusseir组之上,下卧于Dakhla组之下;该序列以埃斯纳组和底比斯组为顶,并沿充满第四纪沉积物的河底侵蚀。Abu Had地区的磷酸盐矿床(Duwi组)富含铀,铀可以作为制造肥料的副产品提取出来。岩石学研究表明,磷酸盐层由磷化颗粒组成,磷化颗粒包括胶磷化颗粒、生物碎屑(骨和牙齿碎片),以及非磷化颗粒,包括石英、方解石和黄铁矿,这些颗粒包裹在二氧化硅、方解石或氧化铁胶结物中。XRD结果表明,羟基磷灰石是主要的磷矿物,非磷矿物包括方解石、石英、石膏和硬石膏。地面伽马能谱分析结果表明,研究区K值在0.2% ~ 4.4%之间,eTh值在0.5 ~ 18 ppm之间,eU值在0.5 ~ 100 ppm之间。杜威组含磷层eU最高可达100 ppm。铀异常多呈NW-SE向拉长,与该区NW-SE走滑断裂有关。阿布哈德地区磷酸盐年有效剂量率平均值为0.32毫西弗/年,低于世界允许的年有效剂量率水平(1毫西弗/年)。
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引用次数: 3
Hydrogeophysical study at an arid area: case study at Ayun Musa hot springs, Sinai, Egypt 干旱区水文地球物理研究:以埃及西奈Ayun Musa温泉为例
Pub Date : 2020-01-01 DOI: 10.1080/20909977.2019.1706834
G. El-Qady, Safaa E. A. Shanab, M. Omran, A. Embaby, H. Aboelkhair
ABSTRACT A geoelectrical resistivity survey supported by hydrochemical analysis was managed in Ayun Musa area to detect the groundwater aquifer, differentiate the subsurface layers and estimate the groundwater quality of Ayun Musa springs. A suit of 29 vertical electrical soundings (VES) of AB/2 varying from 1 up to 1000 metres were measured in the study area to achieve the goals. Water samples were collected from ten localities in the study area. Interpretation of the VESes using 1D and 2D algorithms indicates the presence of five geoelectric units of different resistivities. The main water bearing formation related to the Lower Cretaceous represented by the fifth layer and located at depth range from 205 to 256 m below the surface. On the other hand, Interpretation of hydrochemical analysis reveals that the groundwater in Ayun Musa area is brackish in nature. The sequence of the abundance of the major ions is in the following order Na+> Mg+2 > Ca+2 and Cl−> SO4 −2> HCO3 −. This suggests active dissolution and ion exchange processes and the high chloride and sodium concentrations indicate a major influence by seawater. Generally, the groundwater samples in the study area are not suitable for domestic purposes.
摘要在阿云穆萨地区开展了以水化学分析为支撑的地电阻率测量,探测地下水含水层,划分地下水地下层,评价地下水水质。为了实现目标,在研究区域测量了29个AB/2垂直电测深(VES),范围从1到1000米。从研究区10个地点采集水样。利用一维和二维算法对VESes进行解释,表明存在五个不同电阻率的地电单元。主要含水地层为下白垩统,以第5层为代表,位于205 ~ 256 m深度。另一方面,水化学分析解释表明,阿云穆萨地区的地下水具有微咸性质。主要离子的丰度顺序为Na+> Mg+2 > Ca+2和Cl−> SO4−2> HCO3−。这表明活跃的溶解和离子交换过程,高氯化物和钠浓度表明海水的主要影响。一般来说,研究区内的地下水样本不适合家庭使用。
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引用次数: 1
Study of nonlinear time series and wavelet power spectrum analysis using solar wind parameters and geomagnetic indices 基于太阳风参数和地磁指数的非线性时间序列和小波功率谱分析研究
Pub Date : 2020-01-01 DOI: 10.1080/20909977.2020.1728866
E. Falayi, A. Adewole, A. D. Adelaja, O. Ogundile, T. Roy-Layinde
ABSTRACT We investigate the time series of solar wind parameters (interplanetary magnetic field, Bz and solar wind speed, Vx) and geomagnetic indices (disturbance storm time, Dst and auroral electrojet, AE) using wavelet analysis and nonlinear dynamics time series techniques. The data were collected from the Flight Center Space Physics Data Facility (GSFC/SPDF) OMNIWEB interface between 2008 and 2017. Wavelet power spectrum (WPS) analysis assists in breaking down the time series of Bz, Vx, Dst and AE parameters into different scales. It was noted that there is a greater concentration of power between the 512 and 1024 months bands across the Bz, Vx, Dst and AE parameters. We also applied non-linear time series modelling methods to examine the Bz, Vx, Dst and AE parameters. We utilised both the time delay and embedded dimension in computing average mutual information (AMI) and false nearest neighbors (FNN), respectively. The Lyapunov exponent (LE) is used to express the complexity of the nonlinear dynamics based on embedding parameters. The Lyapunov exponents depict positive values which confirm that the complex solar wind parameters and the geomagnetic indices are deterministic chaotic systems. The results show noticeable chaotic characteristics in the Bz, Vx, Dst and AE parameters.
利用小波分析和非线性动力学时间序列技术研究了太阳风参数(行星际磁场,Bz和太阳风速度,Vx)和地磁指标(扰动风暴时间,Dst和极光电喷流,AE)的时间序列。这些数据是在2008年至2017年期间从飞行中心空间物理数据设施(GSFC/SPDF) OMNIWEB接口收集的。小波功率谱(WPS)分析有助于将Bz、Vx、Dst和AE参数的时间序列分解成不同的尺度。值得注意的是,在Bz, Vx, Dst和AE参数的512和1024个月波段之间存在更大的功率集中。我们还应用非线性时间序列建模方法检验了Bz、Vx、Dst和AE参数。我们在计算平均互信息(AMI)和假最近邻(FNN)时分别利用了时间延迟和嵌入维数。利用李雅普诺夫指数(LE)来表示基于嵌入参数的非线性动力学复杂性。Lyapunov指数为正值,证实了复杂太阳风参数和地磁指数是确定性混沌系统。结果表明,Bz、Vx、Dst和AE参数具有明显的混沌特征。
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引用次数: 5
期刊
NRIAG Journal of Astronomy and Geophysics
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