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Ultrasonographic Segmentation of Fetal Lung with Deep Learning
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作者 Jintao Yin Jiawei Li +6 位作者 qinghua huang Yucheng Cao Xiaoqian Duan Bing Lu Xuedong Deng Qingli Li Jiangang Chen 《Journal of Biosciences and Medicines》 2021年第1期146-153,共8页
<div style="text-align:justify;"> The morbidity and mortality of the fetus is related closely with the neonatal respiratory morbidity, which was caused by the immaturity of the fetal lung primarily. Th... <div style="text-align:justify;"> The morbidity and mortality of the fetus is related closely with the neonatal respiratory morbidity, which was caused by the immaturity of the fetal lung primarily. The amniocentesis has been used in clinics to evaluate the maturity of the fetal lung, which is invasive, expensive and time-consuming. Ultrasonography has been developed to examine the fetal lung quantitatively in the past decades as a non-invasive method. However, the contour of the fetal lung required by existing studies was delineated in manual. An automated segmentation approach could not only improve the objectiveness of those studies, but also offer a quantitative way to monitor the development of the fetal lung in terms of morphological parameters based on the segmentation. In view of this, we proposed a deep learning model for automated fetal lung segmentation and measurement. The model was constructed based on the U-Net. It was trained by 3500 data sets augmented from 250 ultrasound images with both the fetal lung and heart manually delineated, and then tested on 50 ultrasound data sets. With the proposed method, the fetal lung and cardiac area were automatically segmented with the accuracy, average IoU, sensitivity and precision being 0.98, 0.79, 0.881 and 0.886, respectively. </div> 展开更多
关键词 Fetal Lung Fetal Heart Ultrasound Image SEGMENTATION Deep Learning
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A new numerical technique for simulating the coupled seismic and electromagnetic waves in layered porous media 被引量:13
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作者 Hengxin Ren qinghua huang Xiaofei Chen 《Earthquake Science》 CSCD 2010年第2期167-176,共10页
Chen's technique of computing synthetic seismograms, which decomposes every vector with a set of basis of orthogonality and completeness before applying the Luco-Apsel-Chen (LAC) generalized reflection and transmis... Chen's technique of computing synthetic seismograms, which decomposes every vector with a set of basis of orthogonality and completeness before applying the Luco-Apsel-Chen (LAC) generalized reflection and transmission coefficients method, is confirmed to be efficient in dealing with elastic waves in multi-layered media and accurate in any frequency range. In this article, we extend Chen's technique to the computation of coupled seismic and electromagnetic (EM) waves in layered porous media. Expanding the involved mechanical and electromagnetic fields by a set of scalar and vector wave-function basis, we obtain the fundamental equations which are subsequently solved by using a recently developed version of the LAC generalized reflection and transmission coefficients method. Our approach and corresponding program is validated by reciprocity tests. We also show a numerical example of a two-layer model with an explosion source. The P-to-EM conversion waves radiated from the interface may have potential application. 展开更多
关键词 synthetic seismogram porous media electrokinetic effect generalized reflection and transmission coefficients
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Late Cretaceous chronostratigraphy(Turonian—Maastrichtian):SK1 core Songliao Basin,China 被引量:15
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作者 Robert W. Scott Xiaoqiao Wan +1 位作者 Chengshan Wang qinghua huang 《Geoscience Frontiers》 SCIE CAS 2012年第4期357-367,共11页
Non-marine ostracodes, charophytes and palynomorphs are abundant in most Cretaceous lacustrine basins of Easl Asia. However, their ranges are not directly integrated with marine biota that defines the Cretaceous stage... Non-marine ostracodes, charophytes and palynomorphs are abundant in most Cretaceous lacustrine basins of Easl Asia. However, their ranges are not directly integrated with marine biota that defines the Cretaceous stages. Non-biotic events st, ch as magnetochrons and radiometric ages in these terrestrial deposits enable their correlation with marine strata. The SKI north and south compositcd cores in the Songliao Basin present a continuous section of Upper Cretaceous non-marine fossil and magneto- chron successions in superposed order. These chronostratigraphic events are integrated with marine events by an XIY graphic plot between the core data and a global database of Global Section and Stratotype Points (GSSP) and key reference sections. This plot projects stage boundaries in marine sections into the SKI section and interpolates numerical ages to the tirst and last occurrences of biota and to lithostratigraphic boundaries. This stratigraphic experiment tests and relines age calibrations based on both manual interpo- lation of depths to numerical ages and cyclostratigraphy. Ages derived by interpolation are similar and ages by cyclostratigraphy are older because stage boundaries are calibrated to a different age scale. 展开更多
关键词 Upper Cretaceousstratigraphy:East Asia Songliao Basin:Numerical ages ofpalynomorphs:Ostracodes-Charophytes
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High resolution continuous sedimentary records of Upper Cretaceous obtained from the continental drilling(SK-1) borehole in Songliao Basin:Sifangtai and Mingshui Formations 被引量:5
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作者 Guodong Wang Rihui Cheng +4 位作者 Pujun Wang Youfeng Gao Chengshan Wang Yanguang Ren qinghua huang 《Geoscience Frontiers》 SCIE CAS CSCD 2015年第6期895-912,共18页
The Sifangtai and Mingshui formations were continuously cored in the SK-1 n borehole(China Cretaceous Continental Scientific Drilling-SongKe1-the north borehole).The core is 767.96 m long,and the recovery is 94.7%.T... The Sifangtai and Mingshui formations were continuously cored in the SK-1 n borehole(China Cretaceous Continental Scientific Drilling-SongKe1-the north borehole).The core is 767.96 m long,and the recovery is 94.7%.The ages of the formations range from middle Campanian to Danian.The sequence and process of lithology-lithofacies and cyclic stratigraphy were described in detail.Eight litho-types compose the Sifangtai Formation,and 15 litho-types compose the Mingshui Formation.Deposition was predominantly in meandering river and lacustrine environments,including 10 microfacies in the Sifangtai Formation and 15 microfacies in the Mingshui Formation.The complete sequence is composed of 535 m-scale cycles(sixth-order cycle),152 fifth-order cycles,42 fourth-order cycles and five third-order cycles.The centimeter-scale description of the section revealed some previously unknown horizons such as a special type of mudstone,marl,volcanic ash and favorable sand reservoirs in the formations.The new-found evidence is very important for the interpretation of the evolution of the basin,conditions such as lake oxic events,the K/Pg boundary,tectonism in the late sag basin stage,and the reservoir-cap rock assemblages in the shallow stratigraphy. 展开更多
关键词 Sifangtai Formation and Mingshui Formation Sedimentary facies Cyclostratigraphy SK-1n Middle Campanian-Danian Songliao Basin
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The Chinese Urban-rural Dual Economic Structure Model and Analysis 被引量:2
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作者 Xiuchuan XU Shengping SHI qinghua huang 《Asian Agricultural Research》 2014年第1期18-23,共6页
Based on the characteristics of urban-rural dual economic structure in China,we build a dynamic endogenous urban-rural dual economic model closely linked to China's reality,and carry out mathematical economics ana... Based on the characteristics of urban-rural dual economic structure in China,we build a dynamic endogenous urban-rural dual economic model closely linked to China's reality,and carry out mathematical economics analysis of optimized conditions for urban and rural sectors. The main results show that:(i) The labor growth rate of urban-rural sectors must be greater than the time discount rate,or else there would be a vicious cycle of diminishing returns in the sectors;(ii) The accumulation rate of physical capital and human capital of urban-rural sectors,and the rate of technological progress,need to be greater than the corresponding depreciation rate plus the time discount rate,otherwise there would be a vicious cycle of diminishing returns in the sectors;(iii) The low accumulation rate in the rural sector,and the occurrence of labor outflow,human capital loss and lack of investment,will expand income gap between urban and rural areas,which is a reason for solidification of urban-rural dual economic structure. 展开更多
关键词 Urban-rural DUAL ECONOMIC STRUCTURE DYNAMIC optimi
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Super-hydrophobic film deposition by an atmospheric-pressure plasma process and its anti-icing characteristics 被引量:1
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作者 qinghua huang Lin XIONG +5 位作者 Xiaolong DENG Zhan SHU Qiang CHEN Bing BAO Mingli CHEN Qing XIONG 《Plasma Science and Technology》 SCIE EI CAS CSCD 2019年第5期142-150,共9页
In this work,the super-hydrophobic(SH)surface was prepared through chemical vapor deposition process by an argon atmospheric pressure plasma jet source with HMDSN(hexamethyldisilazane)as the polymerization precursor.P... In this work,the super-hydrophobic(SH)surface was prepared through chemical vapor deposition process by an argon atmospheric pressure plasma jet source with HMDSN(hexamethyldisilazane)as the polymerization precursor.Plasma synthesized organosilicon(SiOxCyHz)thin films with water contact angle over 160°and sliding angle below 5°,were able to be achieved.FTIR and XPS analysis indicates a large number of hydrocarbon compositions were polymerized in the thin films enduing the latter very-low surface free energy.SEM shows the SH films display micro-nanostructure and with high degree of averaged surface roughness 190 nm evaluated by AFM analysis.From experiments under controlled low-temperature and moisture conditions,the prepared SH surface exhibits good anti-icing effects.Significantly prolonging freezing time was achievable on the SH thin films for both static and sliding water droplets.This investigation demonstrates the anti-icing potentials of SH surface prepared through low-cost simple atmospheric-pressure plasma polymerization process. 展开更多
关键词 HYDROPHOBICITY ANTI-ICING ATMOSPHERIC-PRESSURE PLASMA POLYMERIZATION
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Effects of background pressure on the arc characteristics of gas spark gap
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作者 qinghua huang Bo HU +2 位作者 Wei ZHONG Lei CHEN Yuanjie SHI 《Plasma Science and Technology》 SCIE EI CAS CSCD 2019年第12期20-25,共6页
Gas spark gap is widely used in any pulsed power system as the key element which directly determines its repetitive performance and output characteristics. Among many factors of threeelectrode gas spark gap, backgroun... Gas spark gap is widely used in any pulsed power system as the key element which directly determines its repetitive performance and output characteristics. Among many factors of threeelectrode gas spark gap, background pressure is of much importance in determining the gap performance parameters such as the delay and jitter, and relevant studies have been rarely performed. A magneto-hydrodynamic model of the arc in gas spark gap is built and the effects of background pressure on the arc characteristics are discussed in this paper. It is demonstrated that a higher background pressure may result in radial compression of the arc column, a higher arc voltage, and a lower declination rate of arc resistance in the first quarter cycle. Relevant simulation data would be helpful for the optimization of the design of gas spark gap. 展开更多
关键词 GAS spark gap arc characteristics background pressure magneto-hydrodynamic
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Complex dynamics of repeating and river-blocking landslides in Jiangda during 2018
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作者 Wenying Li Yong Zhang +5 位作者 Yueyi Xu Xujun Zheng Rongjiang Wang Jinrong Su Guixi Yi qinghua huang 《Earthquake Science》 2021年第1期3-14,共12页
Two large landslides successively blocked the Jinsha River at the same location in Jiangda Village on October 10 and November 3,2018,respectively.The dynamic processes and possible interactions of the two landslides n... Two large landslides successively blocked the Jinsha River at the same location in Jiangda Village on October 10 and November 3,2018,respectively.The dynamic processes and possible interactions of the two landslides need to be studied to better understand the physical processes involved,and to provide information on future disaster mitigation.We investigated their force histories and sliding directions by inverting regional broadband seismograms.The scale of the October landslide was approximately three times that of the November event.The October event revealed a particularly strong deceleration force,which may have been caused by a collision between the sliding mass and ground surface.In contrast,the November event had a relatively weaker deceleration force,indicating that it may have been gradually stopped by the landslide dam formed during the October landslide.The sliding directions of the two landslides differed significantly in terms of both horizontal and vertical directions,indicating a change in their sliding surfaces.We conclude that unconsolidated materials at the top of the October landslide continued sliding along a curved slope during the November event.From our seismic models of dynamic processes,both the October landslide and local background may have affected and even changed a subsequent landslide’s mechanism. 展开更多
关键词 LANDSLIDES waveform inversion FRICTION non-tectonic earthquake inversion
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Geomagnetic vertical transfer function revealed from multi-interval geomagnetic data
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作者 Yiren Yuan qinghua huang +1 位作者 Qi Lil Yuntian Teng 《Earthquake Science》 2019年第5期229-234,共6页
The geomagnetic vertical transfer functions(VTFs)are useful to constrain the conductivity structure in the deep Earth.In this study,we propose an approach of estimating the geomagnetic VTFs in the wide:period range fr... The geomagnetic vertical transfer functions(VTFs)are useful to constrain the conductivity structure in the deep Earth.In this study,we propose an approach of estimating the geomagnetic VTFs in the wide:period range from the multi-interval geomagnetic data.Applying the above method to the different interval(such as one-second,one-minute,one-hour)data from some geomagnetic observatories in China,we obtain the corresponding VTFs in the wide period range from 64 s to 9,830,400 s.In order to evaluate the possible ocean effect on different observatories,we make close investigations of the real geomagnetic induction vectors at QZH,SYG and XIC observatories.The results indicate that the ocean effect is clear at the coastal observatory like QZH.However,the ocean effect tends to decrease for the inland observatories(such as SYG and XIC)with the increasing distance from the coast. 展开更多
关键词 geomagnetic vertical transfer function geomagnetic induction vector ocean effect
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Characteristics of earthquake clustering in and around Japan revealed by single-link cluster analysis
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作者 Shuyuan Liu qinghua huang 《Earthquake Science》 2019年第5期221-228,共8页
In this study,we apply the single-link cluster(SLC)method to analyze the characteristics of earth-quake clustering in Japan.Among the clustering algorithms,the SLC method is effpctive in characterizing earthquake clus... In this study,we apply the single-link cluster(SLC)method to analyze the characteristics of earth-quake clustering in Japan.Among the clustering algorithms,the SLC method is effpctive in characterizing earthquake clusters or isolated events at both global and local scales.The results indicate that link lengths for the whole investigated area in and around Japan follow negative exponential functi-onal or Gamma distribution functional increase.Besides,some difference is revealed among different areas,e.g.,link lengths in the area of the Japan Trench and the Kuril Trench are shorter than those in other areas;the densest spatial distribution of the SLC framework is also in the area of the Japan Trench and the Kuril Trench.The close investigations indicate that the a and 1/θvalues estimated respectively from the exponential function and Gamma distribution may relate to spatial clustering,which is supported by the results of the distribution of link lengths and the spatial distribution of the SLC framework in the investigated areas. 展开更多
关键词 earthquake clustering single-link cluster method JAPAN
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Logical Framework,Path Selection and Mechanism Design for Cultivation of New Type Professional Farmers
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作者 Guangying LIU Jianfeng ZHANG +1 位作者 Yingliang ZHANG qinghua huang 《Asian Agricultural Research》 2013年第10期125-129,132,共6页
New type professional farmers are farmers who possess certain resources and capitals,have certain extent of spirit of entrepreneurship,and are fully capable of obtaining and allocating resources related to agricultura... New type professional farmers are farmers who possess certain resources and capitals,have certain extent of spirit of entrepreneurship,and are fully capable of obtaining and allocating resources related to agricultural production and management,and engaged in agricultural production and management for obtaining average profit.Cultivation of new type professional farmers should be promoted in the process and at the background of"coordinated development of industrialization,informationization,urbanization and agricultural modernization".It should establish a proper cultivation subject system consisting of government,enterprises,rural communities and nonprofit organizations.Relying on multiple motive forces,efforts should be concentrated on cultivating those farmers with enterprising,highly innovative and learning ability,to guide traditional farmers to change into learning,enterprising and innovative ones.In addition,cultivation of new type professional farmers must rely on farmer education and training,modern agricultural development,increase in agricultural comparative advantage,innovation of rural management system and mechanism,multiple types of agricultural operation on a fairly large scale,as well as construction and regulation of new rural communities.Finally,it is recommended to provide system guarantee from long-term input mechanism of new type professional farmer education and training,incentive and restrictive mechanism of new type professional farmer cultivation,and construction of favorable environment for agricultural entrepreneurship. 展开更多
关键词 New type PROFESSIONAL FARMERS Logical framework PA
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Model Equilibrium and Empirical Study of Rural Labor Transfer
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作者 qinghua huang Xiuchuan XU +1 位作者 Ming ZHANG Yue ZHAO 《Asian Agricultural Research》 2013年第5期127-130,134,共5页
We establish the two-sector economy model including the urban sector and the rural sector, derive the labor demand curve of the urban sector and rural sector under the condition of balanced production decisions with b... We establish the two-sector economy model including the urban sector and the rural sector, derive the labor demand curve of the urban sector and rural sector under the condition of balanced production decisions with benefit maximization, and analyze the labor flow when in the short-term or long-term two-sector economic equilibrium. The results show that rising wages caused by short-term internal and external impact increases the pressure on the employment in two sectors, and the urban sector is difficult to absorb the surplus labor of the rural sector. However, under the conditions of free flow of factors and fully competitive market, the wage variation arising from the long-term endogenous evolution, leads to inversely proportional relationship between the demand for labor in the urban and rural sectors, which is conducive to the transfer of rural labor force. Based on microeconomic survey data of labor flow in urban-rural coordination experimental zones in Chongqing City, this paper makes an empirical study of the main factors having a short-term impact on the labor transfer, and the results show that education level and the opportunity to participate in the training are important factors. 展开更多
关键词 LABOR transfer Two-sector ECONOMY MODEL Equilibriu
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Annual Meeting minutes of the Chinese Geoscience Union,2020
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作者 qinghua huang Zhonghua Yao(Translated) 《Earth and Planetary Physics》 CSCD 2021年第1期121-121,共1页
The Seventh Annual Meeting of the Chinese Geoscience Union was held in Chongqing Yuelai International Convention Center,from October 18 to 212020,together with the 36th Annual Meeting of Chinese Geophysical Society wh... The Seventh Annual Meeting of the Chinese Geoscience Union was held in Chongqing Yuelai International Convention Center,from October 18 to 212020,together with the 36th Annual Meeting of Chinese Geophysical Society which was held.This annual meeting convened one main venue and 31 academic conference venues,hosting 92 sessions with 51 of them focused on geophysics(including one English session).In addition,there were also six union-wide invited talks,5 presentations on the frontiers of geophysics,and 8 award lectures for the 2020 Fu Chengyi Young Scientist Awardees.The annual meeting received about 3200 abstracts,2150 of which were oral presentations and 950 as posters.In total,there were about 4000 participants from the scientific community and more than 80 exhibitors. 展开更多
关键词 CHONGQING UNION FRONTIER
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上市公司与投资者的互联网沟通具有信息含量吗?——基于深交所“互动易”的研究 被引量:45
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作者 孟庆斌 黄清华 +1 位作者 张劲帆 王松 《经济学(季刊)》 CSSCI 北大核心 2020年第2期637-662,共26页
本文以2010年1月1日至2015年9月30日之间深交所上市公司为研究对象,对"互动易"平台上公司董秘与投资者之间的互联网沟通的信息含量进行研究。研究发现:投资者提问和董秘回复的负面语气能够显著负向预测股票未来累计超额收益... 本文以2010年1月1日至2015年9月30日之间深交所上市公司为研究对象,对"互动易"平台上公司董秘与投资者之间的互联网沟通的信息含量进行研究。研究发现:投资者提问和董秘回复的负面语气能够显著负向预测股票未来累计超额收益和意外盈余,说明上市公司与投资者基于互联网的沟通方式能够有效地传递公司信息。进一步研究表明,当董秘确认了投资者提问的问题时,市场对董秘回复的负面语气反应更大;机构投资者信息处理能力较强,能够更加充分地利用平台上的信息,当投资者提问或董秘回复的语气越负面时机构投资者的买入越少、卖出越多,表现为净卖出;个人投资者也能够利用深交所"互动易"平台上投资者提问的信息,当投资者提问语气越负面时其买入越少。 展开更多
关键词 “互动易”平台 负面语气 信息含量
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3D finite-element modeling of Earth induced electromagnetic field and its potential applications for geomagnetic satellites 被引量:4
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作者 Hongbo YAO Zhengyong REN +5 位作者 Jingtian TANG Yufeng LIN Changchun YIN Xiangyun HU qinghua huang Keke ZHANG 《Science China Earth Sciences》 SCIE EI CSCD 2021年第10期1798-1812,共15页
The accumulated large amount of satellite magnetic data strengthens our capability of resolving the electrical conductivity of Earth’s mantle.To invert these satellite magnetic data,accurate and efficient forward mod... The accumulated large amount of satellite magnetic data strengthens our capability of resolving the electrical conductivity of Earth’s mantle.To invert these satellite magnetic data,accurate and efficient forward modeling solvers are needed.In this study,a new finite-element based forward modeling solver is developed to accurately and efficiently compute the induced electromagnetic field for a realistic 3D Earth.Firstly,the nodal-based finite element method with linear shape function on tetrahedral grid is used to assemble the final system of linear equations for the magnetic vector potential and electric scalar potential.The FGMRES solver with algebraic multigrid(AMG)preconditioner is used to quickly solve the final system of linear equations.The weighted moving least-square method is employed to accurately recover the electromagnetic field from the numerical solutions of magnetic vector and electric scalar potentials.Furthermore,a local mesh refinement technique is employed to improve the accuracy of the estimated electromagnetic field.At the end,two synthetic models are used to verify the accuracy and efficiency of our newly developed forward modeling solver.A realistic 3D Earth model is used to simulate the induced magnetic field at 450 and 200 km altitudes which are the planned flying altitudes of Macao’s geomagnetic satellites.The simulation indicates that(1)the amplitude of the mantle-induced magnetic field can reach 10–30 nT at 450 km altitude,which is 10–30%of the primary magnetic field.The induced magnetic field at 200 km altitude has larger amplitudes.These mantleinduced magnetic fields can be measured by Macao geomagnetic satellites;(2)the amplitude of the ocean-induced magnetic field can reach 5–30 nT at satellite altitudes,which needs to be carefully considered in the interpretation of satellite magnetic data.We are confident that our newly developed forward modeling solver will become a key tool for interpreting satellite magnetic data. 展开更多
关键词 Global electromagnetic induction Geomagnetic satellites Macao’s first geomagnetic satellite Finite-element method Mantle electrical conductivity
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