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Statistical analysis of substorms with different time durations
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作者 HaoBo Fu Chao Yue +5 位作者 Qiu-Gang Zong XuZhi Zhou Shan Wang JianJun Liu ZeJun Hu HuiGen Yang 《Earth and Planetary Physics》 2025年第6期1177-1186,共10页
Geomagnetic substorms release plasma and energy from the magnetotail to the inner magnetosphere and high latitude ionosphere.In this study,we investigate substorms of different time duration,observed during the years ... Geomagnetic substorms release plasma and energy from the magnetotail to the inner magnetosphere and high latitude ionosphere.In this study,we investigate substorms of different time duration,observed during the years 1982 to 2012.We measure substorm duration by a method based on the SME index.Our results demonstrate that longer-duration substorms occur more frequently during solar maximum years,and more frequently between the months of May and July,likely due to the higher polar ionospheric conductivity and more sunward geomagnetic pole directions during summer in the northern hemisphere.Additionally,longer substorms occur more frequently under stronger,longer-lasting southward IMF,and are accompanied by slower solar winds,suggesting that extended magnetic reconnection is required to drive longer substorms.Substorm durations are not significantly related to the minimum SML index,but longer substorms usually have higher SMU and continuously rising PC indices.The SME indices of long-duration substorms show a bimodal MLT distribution located near midnight and dusk after substorm onset,with the peak originally at midnight moving eastward to the morning side during the late recovery phase.Longer duration substorms have a stronger effect on the overall ring current at all MLT sectors except dawnside.Our results provide new insights into the development process and influencing factors of substorms,from the expansion phase to the recovery phase. 展开更多
关键词 geomagnetic substorms substorm durations solar wind-magnetosphere coupling substorm current wedge
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基于Swarm双星观测的极区场向电流背景特征与极端空间天气影响
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作者 刘岩 张学民 +1 位作者 欧阳新艳 Taha REBEH 《地球物理学报》 北大核心 2025年第10期3692-3712,共21页
本文基于Swarm卫星提供的场向电流(Field-aligned Currents,FACs)数据,研究了第25个太阳活动周自低年向高年增强过程中极区FACs在不同季节、晨昏侧与日夜侧的时空演变特征,同时分析了FACs对不同等级磁暴以及亚暴各阶段的响应.结果表明:(... 本文基于Swarm卫星提供的场向电流(Field-aligned Currents,FACs)数据,研究了第25个太阳活动周自低年向高年增强过程中极区FACs在不同季节、晨昏侧与日夜侧的时空演变特征,同时分析了FACs对不同等级磁暴以及亚暴各阶段的响应.结果表明:(1)FACs受太阳活动的显著影响且在北半球尤为明显,在上升年(如2021年),1区(Region 1,R1)FACs对F10.7指数的响应早于2区(Region 2,R2)FACs,正午至黄昏增强的R1 FACs可能与太阳风速度增强有关;太阳活动低(高)年FACs平均密度最大值出现在夏(春)季向阳侧且高年大约是低年的3倍;极盖区FACs的极性与范围在晨昏和日夜侧受行星际磁场(Interplanetary Magnetic Field,IMF)方向控制,FACs日变化主要受到太阳光照的影响,密度峰值常出现在日侧.(2)随磁暴等级增加,FACs的密度和范围有增加趋势;北半球昏侧下行FACs对磁暴的响应弱于晨侧,日夜侧FACs密度均在磁暴主相达到最强;在亚暴膨胀相,晨昏侧R1和R2 FACs密度增加且在恢复相达到最强,夜侧R1 FACs占主导,密度高于日侧;亚暴期间FACs密度最大值在太阳活动高年(上升年)与IMF B_(y)相关性较高,与北向IMF B_(z)显著相关,与AE(Auroral Electrojet)和AL(Auroral Lower)指数的相关性日侧高于夜侧,可能与日侧磁重联有关,低年和高年反之,这可能表明夜侧亚暴电流楔对FACs的影响. 展开更多
关键词 场向电流 太阳活动周期 太阳风 行星际磁场 磁暴 亚暴
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极光亚暴爆发时点机器识别方法
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作者 蒋家楠 邹自明 陆阳 《空间科学学报》 北大核心 2025年第3期662-676,共15页
极光亚暴是地球磁场与太阳风相互作用产生的一种地磁扰动现象,对于其爆发时点的准确识别有助于深入理解其背后的物理机制.现有的极光亚暴爆发时点机器识别方法在标准上与人工识别存在差异,且通常需要经过复杂的图像预处理和人工调参.为... 极光亚暴是地球磁场与太阳风相互作用产生的一种地磁扰动现象,对于其爆发时点的准确识别有助于深入理解其背后的物理机制.现有的极光亚暴爆发时点机器识别方法在标准上与人工识别存在差异,且通常需要经过复杂的图像预处理和人工调参.为了实现与人工识别标准一致的极光亚暴爆发时点机器识别方法,设计了两种识别策略,旨在解决在复现人工识别标准时遇到的图像序列长度不定长问题.研究采用深度学习方法,并提出了一种基于CBAM注意力的EfficientNet,以此作为重要组件来构建模型.使用Polar卫星1996-1998年的紫外极光图像对模型进行训练,并在1999-2000年的图像数据上进行测试.模型识别精确率可达0.98,识别效率可达36.93frame·s^(–1).该模型不仅摆脱了现有模型对于图像预处理的依赖,还能够适用于真实观测下图像序列不等长以及暴时序列与非暴时序列样本数量极端不均衡的情况,具有较高的实用性. 展开更多
关键词 极光亚暴 爆发时点 机器识别 深度学习
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Correlations between plasmapause evolutions and auroral signatures during substorms observed by Chang'e-3 EUV Camera 被引量:3
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作者 XiaoXin Zhang Fei He +2 位作者 Bo Chen Chao Shen HuaNing Wang 《Earth and Planetary Physics》 2017年第1期35-43,共9页
The plasmapause locations determined from the Chang'e-3(CE-3) Extreme Ultraviolet Camera(EUVC) images and the auroral boundaries determined from the Defense Meteorological Satellite Program(DMSP) Special Sensor Ul... The plasmapause locations determined from the Chang'e-3(CE-3) Extreme Ultraviolet Camera(EUVC) images and the auroral boundaries determined from the Defense Meteorological Satellite Program(DMSP) Special Sensor Ultraviolet Spectrographic Imager(SSUSI) images are used to investigate the plasmaspheric evolutions during substorms. The most important finding is a nightside pointing plasmaspheric plume observed at 23:05 UT on 21 April 2014 under quiet solar wind and geomagnetic conditions, which drifted from the dusk sector. High correlations between the plasmapause evolutions and the auroral signatures exist during substorms. After substorm onset, the plasmapause erosion and the equatorward expansion of the auroral oval occur almost simultaneously in both MLT and UT, and then both the erosion and the expansion propagate westward and eastward. It is suggested that the plasmaspheric erosion and its MLT propagations are induced by the enhanced earthward plasma convection during substorm period, and the substorm dipolarization causes pitch-angle scattering of plasma sheet electrons and the resulting precipitation excites aurora emissions at the same time. 展开更多
关键词 PLASMASPHERE Chang’e-3 EUVC minimum L Algorithm substorm
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Characteristics of magnetic dipolarizations in the vicinity of the substorm onset region observed by THEMIS 被引量:3
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作者 SuPing Duan Chi Wang +1 位作者 Weining William Liu ZhaoHai He 《Earth and Planetary Physics》 CSCD 2021年第3期239-250,共12页
With conjunction observations of electromagnetic fields and plasma from Time History of Events and Macroscale Interactions during Substorm(THEMIS)in the near-Earth magnetotail,we investigate the spatial and temporal p... With conjunction observations of electromagnetic fields and plasma from Time History of Events and Macroscale Interactions during Substorm(THEMIS)in the near-Earth magnetotail,we investigate the spatial and temporal properties of substorm dipolarizations in the near-Earth plasma sheet(NEPS)during a substorm at 03:23 UT on 12 February 2008.Substorm dipolarizations with different features are detected by three near-Earth THEMIS probes(THA(P5),THD(P3)and THE(P4))in the magnetotail.In the current sheet with a large plasma beta value(β>2,whereβis the ratio of the plasma thermal pressure to the magnetic pressure),the dipolarization within the substorm onset region,(−10.4,2.8,−2.6)RE_gsm,has a large initial magnetic field elevation angle,θ>60°,θ=arctan(Bz/(Bx2+By2)1/2),and is accompanied by energetic ion(tens to hundred keV)dispersionless injection detected by THD(P3).This substorm onset dipolarization is characterized by Bx and By components around 0 nT with significant fluctuations.The Bz component increases sharply and its subsequent magnitude approaches the total magnetic field,Bt.The maximum value of the elevation angle approaches 85°during the later substorm expansion phase.In the NEPS withβ~1,the dipolarization outside the substorm onset region is characterized by a magnetic elevation angle with a small beginning value ofθ<45°and following multi-step enhancements during the substorm expansion phase.The maximum value of the elevation angle approaches to 70°during the later substorm expansion phase.Our observation results indicate that characteristics of dipolarization with a large beginning elevation angle within the substorm onset region provide a new indicator to identify substorm onset location. 展开更多
关键词 substorm magnetic dipolarization near-Earth plasma sheet MAGNETOTAIL
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Exohiss wave enhancement following substorm electron injection in the dayside magnetosphere 被引量:3
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作者 ZhongLei Gao ZhenPeng Su +8 位作者 FuLiang Xiao HuiNan Zheng YuMing Wang Shui Wang H. E. Spence G.D. Reeves D. N. Baker J. B. Blake H.O. Funsten 《Earth and Planetary Physics》 2018年第5期359-370,共12页
Exohiss is a low-frequency structureless whistler-mode emission potentially contributing to the precipitation loss of radiation belt electrons outside the plasmasphere. Exohiss is usually considered the plasmaspheric ... Exohiss is a low-frequency structureless whistler-mode emission potentially contributing to the precipitation loss of radiation belt electrons outside the plasmasphere. Exohiss is usually considered the plasmaspheric hiss leaked out of the dayside plasmapause.However, the evolution of exohiss after the leakage has not been fully understood. Here we report the prompt enhancements of exohiss waves following substorm injections observed by Van Allen Probes. Within several minutes, the energetic electron fluxes around 100 keV were enhanced by up to 5 times, accompanied by an up to 10-time increase of the exohiss wave power. These substorm-injected electrons are shown to produce a new peak of linear growth rate in the exohiss band(< 0.1 f_(ce)). The corresponding path-integrated growth rate of wave power within 10° latitude of the magnetic equatorial plane can reach 13.4, approximately explaining the observed enhancement of exohiss waves. These observations and simulations suggest that the substorm-injected energetic electrons could amplify the preexisting exohiss waves. 展开更多
关键词 exohiss substorm injection radiation belt whistler-mode instability
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Understanding Substorms in the Magnetotail:Early Development and Recent Progress
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作者 A.Nishida 《空间科学学报》 CAS CSCD 北大核心 2011年第3期269-293,共25页
This is a concise review of physics of the substorm in the magnetotail.It consists of two parts. The first part summarizes historical developments in the early days of the space age(1960-1975)when the basic concepts s... This is a concise review of physics of the substorm in the magnetotail.It consists of two parts. The first part summarizes historical developments in the early days of the space age(1960-1975)when the basic concepts such as magnetotail and reconnection were established and the leading model of the substorm was introduced.The second part is an overview of the research conducted in recent years(1995-2010)when very significant advances have been achieved in understanding the substorm physics by virtue of several major satellites missions that addressed the magnetotail physics intensively. 展开更多
关键词 MAGNETOSPHERE substorm MAGNETOTAIL Convection RECONNECTION Neutral line Plasma sheet Auroral breakup
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The substorm current wedge and midnight sector partial ring current near substorm onset: A synthesis based on a magnetotail magnetic field geometry model
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作者 George J Sofko Kathryn A McWilliams Chad R Bryant 《Advances in Polar Science》 2013年第1期32-41,共10页
The Substorm Current Wedge (SCW) occurrence in the late growth and onset phases of substorms was proposed as the current system which disrupts cross-tail current by diverting it to the ionosphere. The closure curren... The Substorm Current Wedge (SCW) occurrence in the late growth and onset phases of substorms was proposed as the current system which disrupts cross-tail current by diverting it to the ionosphere. The closure current for the SCW originally was suggested to be the strong westward auroral electrojet (WEJ). However, the SCW-WEJ system has no viable generator current. Similarly, the asymmetric or Partial Ring Current (PRC) increases in strength during the growth phase, and is sometimes associated with an enhanced Region 2 field-aligned current (FAC) closing to the ionosphere, but specifics of that closure have been lacking. Here we present a tmifying picture which includes the SCW post- and pre-midnight (AM and PM, respectively) currents and a generator current in the midnight portion of the PRC system, with these currents based upon a model of the nightside magnetotail magnetic geometry. That geometry consists of open north and south lobe regions surrounding a plasmasheet with two types of closed field line regions-stretched lines in the central part of the plasmasheet (SPS) and dipolar lines (DPS) between the low lati- tude boundary layer (LLBL) regions and the SPS. There is also an important plasmasheet transition region (TPS) in which the dipolar field near the plasmapause gradually transforms to stretched lines near the earthward edge of the SPS, and in which the midnight part of the PRC flows. We propose that our proposed near-onset current system consists of a central current which be- comes part of the midnight sector PRC and which is the generator, to which are linked two three-part current systems, one on the dawnside and one on the duskside. The three-part systems consist of up and down FACs closing as Pedersen currents in the iono- sphere. These 3-part systems are not activated until near-onset is reached, because of a lack of ionospheric conductivity in the appropriate locations where the Pedersen current closure occurs. The initial downward FAC of the 3-part dawnside system and the final upward FAC of the 3-part duskside system correspond to the AM and PM current segments, respectively, of the originally proposed SCW. 展开更多
关键词 MAGNETOTAIL magnetic field model auroral substorm substorm current wedge partial ring current substorm onset
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Theories and Simulations in Substorm Research:A Review
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作者 R.A.WOLF 《空间科学学报》 CAS CSCD 北大核心 2011年第2期125-149,共25页
Both theory and simulation have played important roles in defining and illuminating the key mechanisms involved in substorms.Basic theories of magnetic reconnection and of interchange and ballooning instabilities were... Both theory and simulation have played important roles in defining and illuminating the key mechanisms involved in substorms.Basic theories of magnetic reconnection and of interchange and ballooning instabilities were developed more than 50 years ago,and these plasma physical concepts have been central in discussions of substorm physics.A vast amount of research on reconnection,including both theoretical and computational studies,has helped provide a picture of how reconnection operates in the collisionless environment of the magnetosphere.Still,however,we do not fully understand how key microscale processes and large-scale dynamics work together to determine the location and rate of reconnection.While in the last twenty years,it has become clear that interchange processes are important for transporting plasma through the plasma sheet in the form of bursty bulk flows and substorm expansions,we still have not reached the point where simulations are able to realistically and defensibly represent all of the important aspects of the phenomenon.More than two decades ago it was suggested that the ballooning instability,the basic theory for which dates from the 1950s,may play an important role in substorms.Now the majority of experts agree that regions of the plasma sheet are often linearly unstable to ideal-MHD ballooning.However,it is also clear that kinetic effects introduce important modifications to the MHD stability criterion.It is still uncertain whether ballooning plays a leading role in substorms or has just a minor part.Among the different types of simulations that have been applied to the substorm problem,global MHD codes are unique in that,in a sense, they represent the entire global substorm phenomenon,including coupling to the solar wind and ionosphere, and the important mechanisms of reconnection,interchange,and ballooning.However,they have not yet progressed to the point where they can accurately represent the whole phenomenon,because grid-resolution problems limit the accuracy with which they can solve the equations of ideal MHD and the couphng to the ionosphere,and they cannot accurately represent small-scale processes that violate ideal MHD. 展开更多
关键词 substorm RECONNECTION INTERCHANGE Simulations
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Statistical study on interplanetary drivers behind intense geomagnetic storms and substorms
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作者 Tian Tian Zheng Chang +3 位作者 LingFeng Sun JunShui Bai XiaoMing Sha Ze Gao 《Earth and Planetary Physics》 CSCD 2019年第5期380-390,共11页
Geomagnetic storms and substorms play a central role in both the daily life of mankind and in academic space physics.The profiles of storms,especially their initial phase morphology and the intensity of their substorm... Geomagnetic storms and substorms play a central role in both the daily life of mankind and in academic space physics.The profiles of storms,especially their initial phase morphology and the intensity of their substorms under different interplanetary conditions,have usually been ignored in previous studies.In this study,97 intense geomagnetic storms(Dstmin≤–100 nT)between 1998 and 2018 were studied statistically using the double superposed epoch analysis(DSEA)and normalized superposed epoch analysis(NSEA)methods.These storms are categorized into two types according to different interplanetary magnetic field(IMF)Bz orientations:geomagnetic storms whose IMF is northward,both upstream and downstream relative to the interplanetary shock,and geomagnetic storms whose upstream and downstream IMF is consistently southward.We further divide these two types into two subsets,by different geomagnetic storm profiles:Type Ⅰ/Type Ⅱ—one/two-step geomagnetic storms with northward IMF both upstream and downstream of the interplanetary shock;Type Ⅲ/TypeⅣ—one/two-step geomagnetic storms with southward IMF both upstream and downstream of the interplanetary shock.The results show that:(1)geomagnetic storms with northward IMF both upstream and downstream of the interplanetary shock have a clear initial phase;geomagnetic storms with southward IMF in both upstream and downstream of the interplanetary shock do not;(2)the IMF is an important controlling factor in affecting the intensity characteristics of substorms.When Bz is positive before and after the interplanetary shock arrival,the Auroral Electrojet(AE)index changes gently during the initial phase of geomagnetic storms,the median value of AE index is maintained at 500–1000 nT;(3)when Bz is negative before and after the interplanetary shock arrival,the AE index rises rapidly and reaches its maxmum value about one hour after storm sudden commencements(SSC),although the time is scaled between reference points and the maximum value of AE is usually greater than 1,000 nT,representing intense substorms;(4)for most cases,the Dst0 usually reaches its minimum at least one hour after Bz.These results are useful in improving contemporary space weather models,especially for those that address geomagnetic storms and substorms. 展开更多
关键词 GEOMAGNETIC storms substormS normalized superposed EPOCH analysis initial phase IMF Bz
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Analysis of Characteristic of Aurora Substorm Observed at Antarctic Zhongshan Station
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作者 Ai Yong1, Wang Jing-fang1, Liu Rut-yuan2, Yang Hut-gen 2, Sato Natsuo3 1. College of Electronic information, Wuhan University, Wuhan 4 30072, China 2. Polar Research institute of China, Shanghai 200129, China 3. National Institute of Polar Research, Tokyo, Japan 173 《Wuhan University Journal of Natural Sciences》 EI CAS 2000年第3期312-316,共5页
The characteristics of a strong aurora substorm observed at Antarctic Zhongshan station (magnetic latitude=74.5°) on 8 April, 1999, were discussed and analyzed. The developing steps of the aurora substorm that ha... The characteristics of a strong aurora substorm observed at Antarctic Zhongshan station (magnetic latitude=74.5°) on 8 April, 1999, were discussed and analyzed. The developing steps of the aurora substorm that happened in dusk time were almost the same with that of midnight aurora substorm. The averaged moving speed of the aurora arc toward pole area during the substorm expansion phase was about 3.0 km/s, westward-traveling surge speed was about 2.0 km/s. The extension from south to north in the substorm can cover 1100 km in distance. 展开更多
关键词 AURORA substorm OBSERVATION
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Observations of Magnetic Reconnection in the Magnetotail Associated With Substorms
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作者 Y.Miyashita 《空间科学学报》 CAS CSCD 北大核心 2010年第4期312-320,共9页
Magnetic reconnection is one of the most important,dynamic phenomena in the magnetotail in terms of magnetic field line configuration change and energy release.It is believed to occur in the distant magnetotail mainly... Magnetic reconnection is one of the most important,dynamic phenomena in the magnetotail in terms of magnetic field line configuration change and energy release.It is believed to occur in the distant magnetotail mainly during southward interplanetary magnetic field periods and in the near-Earth magnetotail in association with substorms.In the present paper,we discuss several important issues concerning magnetic reconnection in the magnetotail associated with substorms,such as reconnection signatures,location,timing,spatial scale,and behavior,from the macroscopic,observational point of view. 展开更多
关键词 地球磁尾 磁重联 亚暴 测相 行星际磁场 能量释放 配置条件 空间尺度
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Auroral Electrojet Event Associated With Magnetospheric Substorms
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作者 Zou Ziming Cao Jinbin Li Yi 《空间科学学报》 CAS CSCD 北大核心 2010年第4期349-355,共7页
The auroral electrojet index is an important index in monitoring and predicting substorms.A substorms usually includes auroral breakup,auroral electrojet event marked by AE increase,energetic particle injection at geo... The auroral electrojet index is an important index in monitoring and predicting substorms.A substorms usually includes auroral breakup,auroral electrojet event marked by AE increase,energetic particle injection at geosynchronous orbit,mid-low latitude Pi2,etc.However the question whether an auroral electrojet event corresponds to a substorms remains unanswered.Using the auroral electrojet index in 2004,we analyzed five auroral electrojet events and studied their relation with substorms.The results show that there are three kinds of auroral electrojet events:(1) simultaneous rapid increase of westward auroral electrojet and eastward auroral electrojet;(2) rapid increase of westward auroral electrojet and almost unchangeable eastward auroral electrojet;(3) rapid increase of eastward auroral electrojet and almost unchangeable westward auroral electrojet.Most of auroral electrojet events correspond to substorms.However a few auroral electrojet events are not accompanied by substorms.This situation most often occurs for the auroral electrojet event in which eastward auroral electrojet dominates. 展开更多
关键词 磁层亚暴 亚暴事件 极光 电喷 地球同步轨道 高能粒子 中低纬度 电子喷射
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Observation evidence for the entropy switch model of substorm onset
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作者 YunXiang Song ChuXin Chen 《Earth and Planetary Physics》 EI CSCD 2022年第2期161-176,共16页
The cause of substorm onset is not yet understood. Chen CX(2016) proposed an entropy switch model, in which substorm onset results from the development of interchange instability. In this study, we sought observationa... The cause of substorm onset is not yet understood. Chen CX(2016) proposed an entropy switch model, in which substorm onset results from the development of interchange instability. In this study, we sought observational evidence for this model by using Time History of Events and Macroscale Interactions during Substorms(THEMIS) data. We examined two events, one with and the other without a streamer before substorm onset. In contrast to the stable magnetosphere, where the total magnetic field strength is a decreasing function and entropy is an increasing function of the downtail distance, in both events the total magnetic field strength and entropy were reversed before substorm onset. After onset, the total magnetic field strength, entropy, and other plasma quantities fluctuated. In addition, a statistical study was performed. By confining the events with THEMIS satellites located in the downtail region between ~8 and ~12 Earth radii, and 3 hours before and after midnight, we found the occurrence rate of the total magnetic field strength reversal to be 69% and the occurrence rate of entropy reversal to be 77% of the total 205 events. 展开更多
关键词 substorm onset entropy switch model interchange or ballooning instability Time History of Events and Macroscale Interactions during substorms(THEMIS)data
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On principal factors in substorm models
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作者 Tschu Kangkun ( 《Chinese Journal of Polar Science》 2001年第2期83-88,共6页
This paper gives a brief account of substorm modeling with different key elements or factors. The progress of our understanding of substorms consists of three chief stages during this century. Nine previous substorm m... This paper gives a brief account of substorm modeling with different key elements or factors. The progress of our understanding of substorms consists of three chief stages during this century. Nine previous substorm models are briefly recapitulated, and then a recent two neutral-points model by Prof. C.T. Russell is introduced. In order to test or to strengthen this new model, several correlated examples of meaningful data are duly given in this short paper. 展开更多
关键词 substorm MODELING correlated analysis.
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GLOBAL SUBSTORM PROCESSES IN GEOSPACE AND FRONTIERS IN SUBSTORM RESEARCH
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作者 Liu Zhenxing(Center for Space Science and Applied Research, CAS)Pu Zuyin(Department of Geophysics, Peking University)Shen Chao(Center for Space Science and Applied Research, CAS) 《Bulletin of the Chinese Academy of Sciences》 1998年第3期186-191,共6页
This paper discusses the problems we confront in the study of magnetospheric substorms. This includes the global processes of magnetospheric substorms, the origin of the southern-northern component of interplanetary m... This paper discusses the problems we confront in the study of magnetospheric substorms. This includes the global processes of magnetospheric substorms, the origin of the southern-northern component of interplanetary magnetic field, quantitative effects of the interplanetary conditions, driving processes of the solar wind, location of the triggering of the expansion phase, and relationship between magnetospheric storms and substorms. Moreover, the research directions in the future have also been discussed. 展开更多
关键词 GLOBAL substorm PROCESSES IN GEOSPACE AND FRONTIERS IN substorm RESEARCH IMF
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基于双层聚类信息的极光亚暴自动检测
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作者 王平 韩冰 +4 位作者 李洁 胡泽骏 尚军亮 葛道辉 袁玉卓 《极地研究》 CAS CSCD 北大核心 2024年第1期52-69,共18页
极光亚暴与太阳风和地球磁场的耦合过程有着紧密的联系,对其发生和发展机制的研究,有助于深入地分析行星际磁场、地球磁层和地球电离层的相互作用,了解太阳风携带的大量能量在地球空间的输运过程,对地球空间环境预警具有重要的意义。Po... 极光亚暴与太阳风和地球磁场的耦合过程有着紧密的联系,对其发生和发展机制的研究,有助于深入地分析行星际磁场、地球磁层和地球电离层的相互作用,了解太阳风携带的大量能量在地球空间的输运过程,对地球空间环境预警具有重要的意义。Polar卫星搭载的紫外极光图像成像仪能够全天候地获取紫外极光图像,在紫外极光图像中可以完整地展示出极区极光的亮度和尺度变化,尤其是可以清晰地展示出亚暴膨胀相的极光点亮和亮斑膨胀现象。现有的极光亚暴事件检测方法通常需要人工设计特征和相关规则库,耗时耗力。本文利用紫外极光图像提出了基于双层聚类信息的亚暴事件检测方法,实现了紫外极光图像数据中的亚暴事件自动检测。同时,针对极光亚暴事件检测依赖手工设计特征,设计了子空间聚类指导的三维卷积特征自动提取网络;针对极光图像帧间存在成像角度差异,利用地磁纬度和磁地方时信息对极光序列中图像的空间位置进行校正;针对卫星成像位置变化导致的成像噪声,利用极光图像级聚类保留极光亮斑区域和剔除未成像或噪声区域。主观和客观实验结果表明,本算法提升了亚暴事件检测的查全率。 展开更多
关键词 极光亚暴 双层聚类信息 三维卷积网络 自动检测
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极盖区等离子体云块触发的极向边界点亮事件的观测研究
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作者 赵变龙 邢赞扬 +7 位作者 张清和 马羽璋 王勇 胡泽骏 张佼佼 王翔宇 陆盛 张端 《极地研究》 CAS CSCD 北大核心 2024年第1期70-79,共10页
极盖区等离子体云块是电子密度比背景高出2倍及以上的高密度不均匀体,极向边界点亮是夜侧极光卵极向边界亮度显著增强的极光结构。探究极盖区等离子体云块与极向边界点亮现象的形成和演化以及二者之间的关系对理解极区电离层-磁层耦合... 极盖区等离子体云块是电子密度比背景高出2倍及以上的高密度不均匀体,极向边界点亮是夜侧极光卵极向边界亮度显著增强的极光结构。探究极盖区等离子体云块与极向边界点亮现象的形成和演化以及二者之间的关系对理解极区电离层-磁层耦合具有重要意义。本文基于北极黄河站全天空极光成像仪、欧洲非相干散射雷达(EISCAT)、SuperDARN雷达和GPS TEC等多手段观测数据,揭示极盖区等离子体云块运动到夜侧极光卵极向边界,进而触发极向边界点亮的完整过程。研究结果表明,(1)高密度等离子体云块从极盖区运动到夜侧极光卵极向边界时,极向边界附近的极光强度明显增加,即出现了极向边界点亮现象。(2)极光亚暴发生后,极光卵极向膨胀,极向边界到达EISCAT Svalbard 42 m雷达观测视野。该雷达观测到了高密度、高电子和离子温度的结构,并伴随着电子密度峰值高度下降和离子上行等现象,这与高密度等离子体云块的输运和当地的极光粒子沉降密切相关。(3)从日侧向夜侧输运的等离子体云块到达夜侧极光卵极向边界附近时可能触发极向边界点亮,并且影响等离子体云块和极光粒子沉降接触区域的等离子体特征,这有助于加深我们对夜侧极区电离层-磁层耦合过程的理解。 展开更多
关键词 极盖区等离子体云块 极向边界点亮 极光亚暴 电离层对流 北极
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磁层相对论电子通量变化与磁暴/亚暴的关系 被引量:15
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作者 李柳元 曹晋滨 周国成 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2006年第1期9-15,共7页
本文分析了1AU处的行星际磁场、太阳风速度、Kp指数、Dst和AE的变化关系,以及它们和地球同步轨道附近相对论电子通量的变化关系.分析说明,当行星际磁场Bz分量出现南向扰动和太阳风速度增大超过500km/s时,地球磁层中常常发生磁暴/亚暴活... 本文分析了1AU处的行星际磁场、太阳风速度、Kp指数、Dst和AE的变化关系,以及它们和地球同步轨道附近相对论电子通量的变化关系.分析说明,当行星际磁场Bz分量出现南向扰动和太阳风速度增大超过500km/s时,地球磁层中常常发生磁暴/亚暴活动.在磁暴主相期间,相对论电子(能量E≥1MeV)通量下降;而在磁暴恢复相期间,相对论电子通量恢复上升.但是,只有在伴随有高强度(AE≥500nT)的持续性亚暴活动的磁暴恢复相期间,相对论电子的通量才能增长到超过暴前通量值,且能量低于300keV的亚暴电子的通量越高,相对论电子的通量越高,反之则越低.亚暴注入电子数的多少很大程度上决定了磁暴恢复相期间相对论电子数的多少,这说明亚暴活动注入能量低于300keV的亚暴电子是磁层相对论电子的一个重要来源. 展开更多
关键词 磁暴 亚暴 地球同步轨道 相对论电子
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极光沉降粒子能量与AE、Dst指数的相关分析 被引量:5
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作者 刘晓灿 陈耿雄 +5 位作者 徐文耀 杜爱民 吴迎燕 陈博 王源 赵旭东 《地球物理学报》 SCIE EI CSCD 北大核心 2008年第4期968-975,共8页
对NOAA的POES系列极轨卫星观测得到的1978年以来近30年的极光沉降粒子半球能量的估算值EPI(Estimated Power Input)数据进行了分析,结果表明,极光沉降粒子有显著的春秋分峰值的年变化特征,并且有冬季半球沉降能量较大的南北半球不对称性... 对NOAA的POES系列极轨卫星观测得到的1978年以来近30年的极光沉降粒子半球能量的估算值EPI(Estimated Power Input)数据进行了分析,结果表明,极光沉降粒子有显著的春秋分峰值的年变化特征,并且有冬季半球沉降能量较大的南北半球不对称性.对EPI的时均值Pa与地磁指数AE、D_(st)的相关分析得到.Pa与AE的相关系数为0.76,Pa与D_(st)的相关系数为-0.55.把南北半球的时均值SPa,NPa数据分别与AE,D_(st)指数做相关,发现SPa与AE的相关性稍高于NPa的,SPa和NPa与D_(st)的相关性近似.当时延τ=0时,AE与Pa的相关最好,表明全球极光沉降粒子和极光电集流的变化同步;当D_(st)滞后于Pa,时延τ=1~2 h,Pa与D_(st)的相关最好,并且时延τ为6~8 h,Pa与D_(st)的相关都好于无时延的水平. 展开更多
关键词 极光 沉降粒子 亚暴 EPI 地磁指数 相关分析
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