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Automatic Generation of Artificial Space Weather Forecast Product Based on Sequence-to-sequence Model
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作者 罗冠霆 ZOU Yenan CAI Yanxia 《空间科学学报》 CAS CSCD 北大核心 2024年第1期80-94,共15页
Both analyzing a large amount of space weather observed data and alleviating personal experience bias are significant challenges in generating artificial space weather forecast products.With the use of natural languag... Both analyzing a large amount of space weather observed data and alleviating personal experience bias are significant challenges in generating artificial space weather forecast products.With the use of natural language generation methods based on the sequence-to-sequence model,space weather forecast texts can be automatically generated.To conduct our generation tasks at a fine-grained level,a taxonomy of space weather phenomena based on descriptions is presented.Then,our MDH(Multi-Domain Hybrid)model is proposed for generating space weather summaries in two stages.This model is composed of three sequence-to-sequence-based deep neural network sub-models(one Bidirectional Auto-Regressive Transformers pre-trained model and two Transformer models).Then,to evaluate how well MDH performs,quality evaluation metrics based on two prevalent automatic metrics and our innovative human metric are presented.The comprehensive scores of the three summaries generating tasks on testing datasets are 70.87,93.50,and 92.69,respectively.The results suggest that MDH can generate space weather summaries with high accuracy and coherence,as well as suitable length,which can assist forecasters in generating high-quality space weather forecast products,despite the data being starved. 展开更多
关键词 Space weather Deep learning Data-to-text Natural language generation
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Latest Scientific Results of China's Lunar and Deep Space Exploration(2022–2024)
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作者 XU Lin LI Lei +8 位作者 LIU Jianzhong LIN Honglei LI Yang LIU Yang XIE Lianghai ZHANG Jinhai QIAO Fuhao HAN Juanjuan ZOU Yongliao 《空间科学学报》 CAS CSCD 北大核心 2024年第4期622-632,共11页
China has successfully launched six lunar probes so far.From Chang'E-1 to Chang'E-4,they completed the circling,landing and roving exploration,of which Chang'E-4 was the first landing on the far side of th... China has successfully launched six lunar probes so far.From Chang'E-1 to Chang'E-4,they completed the circling,landing and roving exploration,of which Chang'E-4 was the first landing on the far side of the Moon in human history.Chang'E-5 was launched in December 2020,bringing back 1731 g of lunar soil samples.Through the detailed analysis of the samples,the scientists understand the history of late lunar volcanism,specifically extending lunar volcanism by about 800 million to 1 billion years,and proposed possible mechanisms.In addition,there are many new understandings of space weathering such as meteorite impacts and solar wind radiation on the Moon.China's first Mars exploration mission Tianwen-1 was successfully launched in July 2021.Through the study of scientific data,a number of important scientific achievements have been made in the topography,water environment and shallow surface structure of Mars.This paper introduces the main scientific achievements of Chang'E-4,Chang'E-5 and Tianwen-1 in the past two years,excluding technical and engineering contents.Due to the large number of articles involved,this paper only introduces part of the results. 展开更多
关键词 Lunar and deep space exploration of China Chang’E-4 mission Chang’E-5 mission Tianwen-1 mission
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Image Feature Extraction and Matching of Augmented Solar Images in Space Weather 被引量:1
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作者 WANG Rui BAO Lili CAI Yanxia 《空间科学学报》 CAS CSCD 北大核心 2023年第5期840-852,共13页
Augmented solar images were used to research the adaptability of four representative image extraction and matching algorithms in space weather domain.These include the scale-invariant feature transform algorithm,speed... Augmented solar images were used to research the adaptability of four representative image extraction and matching algorithms in space weather domain.These include the scale-invariant feature transform algorithm,speeded-up robust features algorithm,binary robust invariant scalable keypoints algorithm,and oriented fast and rotated brief algorithm.The performance of these algorithms was estimated in terms of matching accuracy,feature point richness,and running time.The experiment result showed that no algorithm achieved high accuracy while keeping low running time,and all algorithms are not suitable for image feature extraction and matching of augmented solar images.To solve this problem,an improved method was proposed by using two-frame matching to utilize the accuracy advantage of the scale-invariant feature transform algorithm and the speed advantage of the oriented fast and rotated brief algorithm.Furthermore,our method and the four representative algorithms were applied to augmented solar images.Our application experiments proved that our method achieved a similar high recognition rate to the scale-invariant feature transform algorithm which is significantly higher than other algorithms.Our method also obtained a similar low running time to the oriented fast and rotated brief algorithm,which is significantly lower than other algorithms. 展开更多
关键词 Augmented reality Augmented image Image feature point extraction and matching Space weather Solar image
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Space Environment Measurements and Applications on the Tianhe Core Module of China Space Station 被引量:1
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作者 LIU Siqing SUN Yueqiang +12 位作者 ZHONG Qiuzhen WEI Fei LIN Ruilin LI Zhitao REN Tingling LI Yongping ZHANG Xianguo ZHANG Shenyi LUO Bingxian CHANG Zhen WANG Chunqin PENG Songwu AI Jiangzhao 《空间科学学报》 CAS CSCD 北大核心 2022年第4期744-753,共10页
Tianhe Core Module of China Space Station(CSS)equips a set of instruments consisting of a Particle Fluxes and Solar Activity Detector(PFSAD)and two Atmospheric Density Multi-directional Detectors(ADMDs).The PFSAD is t... Tianhe Core Module of China Space Station(CSS)equips a set of instruments consisting of a Particle Fluxes and Solar Activity Detector(PFSAD)and two Atmospheric Density Multi-directional Detectors(ADMDs).The PFSAD is to measure X-rays from the Sun and energetic particles in the low-latitude and low altitude regions,including electrons,protons,and helium ions.The ADMDs are to measure thermospheric atmospheric density.The instruments provide real-time data of the orbital space environment,including solar flares,energetic particle variation and thermospheric density enhancement.All the data contribute to the CSS space weather service for mission control and astronaut’s safety.The paper gives preliminary analyses of the space environment measurements from the PFSAD and the ADMDs.By further analysis,the 1024-channel fine spectra of the solar X-ray can be used to study the mechanism of solar flares and their impacts on the Earth’s atmosphere.Data accumulation will be helpful for analyzing mid-term and long-term variations of the South Atlantic Anomaly and atmosphere density.Furthermore,the data are useful to calibrate previous empirical models and establish new models to study the space environment. 展开更多
关键词 Space environment Tianhe core module China Space Station(CSS)
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Determination of the Kelvin-Helmholtz Wave Parameters on the Magnetopause in Single-spacecraft Observations
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作者 LIN Dong WANG Chi +1 位作者 LI Wenya TANG Binbin 《空间科学学报》 CAS CSCD 北大核心 2015年第4期403-408,共6页
Kelvin-Helmholtz(K-H) waves are formed from the triggering of the K-H instability on the magnetopause,which is a candidate mechanism for solar wind entry into the magnetosphere,especially under northward interplanetar... Kelvin-Helmholtz(K-H) waves are formed from the triggering of the K-H instability on the magnetopause,which is a candidate mechanism for solar wind entry into the magnetosphere,especially under northward interplanetary magnetic field conditions.In this study,a K-H wave event was identified from the observation of probe B of the Time History of Events and Macroscale Interactions during Substorms(THEMIS) mission on 15 May 2008.A new method to determine the wave parameters of the K-H waves in single-spacecraft observations is proposed.The dominant wave period is determined by three kinds of spectrograms for three key parameters,namely the ion density,the ion temperature,and the z component of magnetic field.The phase velocity is estimated by calculating the center-of-mass velocity of the detected K-H vortex region.This approximation is validated by comparison with other alternative methods.The method to determine the wave parameters is a first step to further study K-H wave properties and their relationship with interplanetary conditions. 展开更多
关键词 KELVIN-HELMHOLTZ WAVES MAGNETOPAUSE Single-spacecr
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An Improved HVQ Algorithm for Compression and Rendering of Space Environment Volume Data with Multi-correlated Variables
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作者 BAO Lili CAI Yanxia +2 位作者 WANG Rui ZOU Yenan SHI Liqin 《空间科学学报》 CAS CSCD 北大核心 2023年第4期780-785,共6页
Volume visualization can not only illustrate overall distribution but also inner structure and it is an important approach for space environment research.Space environment simulation can produce several correlated var... Volume visualization can not only illustrate overall distribution but also inner structure and it is an important approach for space environment research.Space environment simulation can produce several correlated variables at the same time.However,existing compressed volume rendering methods only consider reducing the redundant information in a single volume of a specific variable,not dealing with the redundant information among these variables.For space environment volume data with multi-correlated variables,based on the HVQ-1d method we propose a further improved HVQ method by compositing variable-specific levels to reduce the redundant information among these variables.The volume data associated with each variable is divided into disjoint blocks of size 43 initially.The blocks are represented as two levels,a mean level and a detail level.The variable-specific mean levels and detail levels are combined respectively to form a larger global mean level and a larger global detail level.To both global levels,a splitting based on a principal component analysis is applied to compute initial codebooks.Then,LBG algorithm is conducted for codebook refinement and quantization.We further take advantage of progressive rendering based on GPU for real-time interactive visualization.Our method has been tested along with HVQ and HVQ-1d on high-energy proton flux volume data,including>5,>10,>30 and>50 MeV integrated proton flux.The results of our experiments prove that the method proposed in this paper pays the least cost of quality at compression,achieves a higher decompression and rendering speed compared with HVQ and provides satisficed fidelity while ensuring interactive rendering speed. 展开更多
关键词 Compressed volume rendering Multi-correlated variables Space environment Vector quantization GPU programming
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Recent Progress of the Solar Wind Magnetosphere Ionosphere Link Explorer (SMILE) Mission
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作者 WANG Chi ESCOUBET Philippe +2 位作者 FORSYTH Colin LI Jing AGNOLON David 《空间科学学报》 CAS CSCD 北大核心 2024年第4期692-698,共7页
The SMILE(Solar wind Magnetosphere Ionosphere Link Explorer)mission is a joint space science mission between the Chinese Academy of Sciences(CAS)and the European Space Agency(ESA),aiming to understand the interaction ... The SMILE(Solar wind Magnetosphere Ionosphere Link Explorer)mission is a joint space science mission between the Chinese Academy of Sciences(CAS)and the European Space Agency(ESA),aiming to understand the interaction of the solar wind with the Earth’s magnetosphere in a global manner.As of May 2024,the SMILE mission is in phase-D with an expected launch date of September 2025.This report summarizes developments in the mission during the past two years. 展开更多
关键词 SMILE Soft X-ray Imager Ultra-Violet Imager Light Ion Analyzer MAGNETOMETER
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Progress of Solar Wind Magnetosphere Ionosphere Link Explorer(SMILE) Mission 被引量:16
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作者 WANG Chi BRANDUARDI-RAYMOND Graziella 《空间科学学报》 CAS CSCD 北大核心 2018年第5期657-661,共5页
SMILE(Solar wind Magnetosphere Ionosphere Link Explorer) mission is a joint ESA-CAS space science project. The working orbit is a 19 Re 5000 km HEO with 4 scientific instruments: Soft X-ray Imager(SXI), Ultra-Violet I... SMILE(Solar wind Magnetosphere Ionosphere Link Explorer) mission is a joint ESA-CAS space science project. The working orbit is a 19 Re 5000 km HEO with 4 scientific instruments: Soft X-ray Imager(SXI), Ultra-Violet Imager(UVI), Magnetometer(MAG) and Light Ion Analyzer(LIA). SMILE aims to understand the interaction between the solar wind and the Earth's magnetosphere through the images of SXI and UVI and in-situ measurement from LIA and MAG. After the kick-off in 2016, the SMILE project went to Phase A study. The mission adoption is scheduled for November 2018, with a target launch date in 2022–2023.In this paper, the background of the mission, scientific objectives, the design and characteristics of scientific instruments and the mission outline will be introduced in details. 展开更多
关键词 磁气圈 电离层 太阳 连接 科学工程 科学仪器 离子分析器 SMILE
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China's Planning for Deep Space Exploration and Lunar Exploration before 2030 被引量:12
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作者 XU Lin ZOU Yongliao JIA Yingzhuo 《空间科学学报》 CAS CSCD 北大核心 2018年第5期591-592,共2页
The current lunar exploration has changed from a single scientific exploration to science and resource utilization. On the basis of the previous lunar exploration, Chinese scientists and technical experts have propose... The current lunar exploration has changed from a single scientific exploration to science and resource utilization. On the basis of the previous lunar exploration, Chinese scientists and technical experts have proposed an overall plan to preliminarily build a lunar research station on the lunar South Pole by several missions before 2035, exploring of the moon, as well as the use of lunar platforms and in-site utilization of resources. In addition, China will also explore Mars, asteroids and Jupiter and its moons. This paper briefly introduces the ideas of Chinese scientists and technical experts on the lunar and deep space exploration. 展开更多
关键词 中国科学家 空间探索 月亮 探索计划 资源利用 科学探索 技术专家
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Enhancement of High Energy Electron Fluxes and Variation of Atmospheric Electric Field in the Antarctic Region 被引量:8
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作者 LI Renkang CHEN Tao +4 位作者 LUO Jing ZHOU Limin HE Zhaohai WANG Chunqin SUN Yueqiang 《空间科学学报》 CAS CSCD 北大核心 2016年第1期40-48,共9页
High-energy electron precipitation in the high latitude regions enhances the ionization of the atmosphere,and subsequently increases the atmospheric conductivities and the vertical electric field of the atmosphere nea... High-energy electron precipitation in the high latitude regions enhances the ionization of the atmosphere,and subsequently increases the atmospheric conductivities and the vertical electric field of the atmosphere near the ground as well.The High-Energy Electron Flux(HEEF) data measured by the Fengyun-3 meteorological satellite are analyzed together with the data of nearsurface atmospheric vertical electric field measured at the Russian Vostok Station.Three HEEF enhancements are identified and it is shown that when the HEEF increases to a certain level,the local atmospheric vertical electric field near the ground can increase substantially than usual.The response time of the electric field to HEEF enhancement is about 3.7 to 4 days. 展开更多
关键词 HIGH-ENERGY Electron Flux(HEEF) POLAR precipitation ATMOSPHERIC electric field
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Scientific Objectives and Payloads of Chinese First Mars Exploration 被引量:3
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作者 JIA Yingzhuo FAN Yu ZOU Yongliao 《空间科学学报》 CAS CSCD 北大核心 2018年第5期650-655,共6页
China plans to implement the first Mars exploration mission in 2020. It will conduct global and comprehensive exploration of Mars and high precision and fine resolution detection of key areas on Mars through orbiting,... China plans to implement the first Mars exploration mission in 2020. It will conduct global and comprehensive exploration of Mars and high precision and fine resolution detection of key areas on Mars through orbiting, landing and roving. The scientific objectives include studying the Martian morphology and geological structure characteristics, studying the soil characteristics and the water-ice distribution on the Martian surface, studying the material composition on the Martian surface, studying the atmosphere ionosphere and surface climate and environmental characteristics of Mars, studying the physical field and internal structure of Mars and the Martian magnetic field characteristics. The mission equips 12 scientific payloads to achieve these scientific objectives. This paper mainly introduces the scientific objectives, exploration task,and scientific payloads. 展开更多
关键词 火星探索 科学 载重 收费 汉语 结构特征 环境特征 内部结构
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Development of the Chinese Meridian Project 被引量:3
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作者 Wang Chi 《空间科学学报》 CAS CSCD 北大核心 2010年第4期382-384,共3页
The Meridian Project is a ground-based network program to monitor Solar-Terrestrial space environment,which consists of a chain of ground-based observatories with multiple instruments including magnetometers,ionosonde... The Meridian Project is a ground-based network program to monitor Solar-Terrestrial space environment,which consists of a chain of ground-based observatories with multiple instruments including magnetometers,ionosondes,HF and VHF radars,Lidars,IPS monitors,sounding rockets etc.The chain is mainly located in the neighborhood of 120 °E meridian,and is thus named the Meridian Project.The Meridian Project has officially been approved and supported by the Chinese government and will be finished by the end of 2010.This report gives an overview of the Meridian Project,and reports the recent development since 2008. 展开更多
关键词 子午线 地面观测站 工程 中国 高频雷达 空间环境 探测装置 激光雷达
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China’s Lunar and Deep Space Exploration Program for the Next Decade(2020–2030) 被引量:4
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作者 XU Lin PEI Zhaoyu +1 位作者 ZOU Yongliao WANG Chi 《空间科学学报》 CAS CSCD 北大核心 2020年第5期615-617,共3页
China has carried out four unmanned missions to the Moon since it launched Chang’E-1,the first lunar orbiter in 2007.With the implementation of the Chang’E-5 mission this year,the three phases of the lunar explorati... China has carried out four unmanned missions to the Moon since it launched Chang’E-1,the first lunar orbiter in 2007.With the implementation of the Chang’E-5 mission this year,the three phases of the lunar exploration program,namely orbiting,landing and returning,have been completed.In the plan of follow-up unmanned lunar exploration missions,it is planned to establish an experimental lunar research station at the lunar south pole by 2030 through the implementation of several missions,laying a foundation for the establishment of practical lunar research station in the future.China successfully launched its first Mars probe on 23 July 2020,followed in future by an asteroid mission,second Mars mission,and a mission to explore Jupiter and its moons. 展开更多
关键词 Lunar exploration Deep space exploration Lunar research station Lunar south pole
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Recent Advances in Observation and Research of the Chinese Meridian Project 被引量:2
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作者 WANG Chi 《空间科学学报》 CAS CSCD 北大核心 2018年第5期640-649,共10页
The Chinese Meridian Space Weather Monitoring Project(Meridian Project) is a ground-based geospace monitoring chain in China. It consists of 15 ground-based observation stations located roughly along120°E longitu... The Chinese Meridian Space Weather Monitoring Project(Meridian Project) is a ground-based geospace monitoring chain in China. It consists of 15 ground-based observation stations located roughly along120°E longitude and 30°N latitude. In recent two years, using data from the Meridian Project, significant progress has been made in space weather and space physics research. These advances are mainly in four aspects: regional characteristics of space environment above China or along 120°E meridian line, coupling between space spheres at different heights and different physical processes, space weather disturbance and its propagation along the meridian chain, and space weather effects on ground technical facilities. 展开更多
关键词 顶点 工程 中国 空间天气 物理过程 地球空间 空间环境 空间范围
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Overview of the Latest Scientific Results of China’s Lunar Exploration Program 被引量:2
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作者 CHEN Yuesong HAN Juanjuan +2 位作者 FAN Yu ZOU Yongliao WANG Chi 《空间科学学报》 CAS CSCD 北大核心 2020年第5期626-642,共17页
China’s Chang’E-4 probe successfully landed on 3 January 2019 in Von Kármán crater within the South Pole-Aitken(SPA)basin on the lunar far side.Based on the data acquired by the scientific payloads onboard... China’s Chang’E-4 probe successfully landed on 3 January 2019 in Von Kármán crater within the South Pole-Aitken(SPA)basin on the lunar far side.Based on the data acquired by the scientific payloads onboard the lander and the rover,the researchers obtained the related information such as the geologic and tectonic setting of the landing area,compositional characteristics of the landing surface materials,dielectric permittivity and density of the lunar soil.The experiments confirmed the existence of materials dominated by olivine and low-calcium pyroxene in the SPA basin on the lunar far side,which preliminary revealed the geological evolution history of the SPA basin and even that of the early time lunar crust,as well as the tectonic setting and formation mechanism of the materials in the lunar interior.The researchers also investigated the particle radiation,Linear Energy Transaction(LET)spectrum,and so forth on the lunar surface.The low-frequency radio observations were carried out on the lunar far side for the first time as well.This article summarizes the latest scientific results in the past years,focusing on the Chang’E-4 mission. 展开更多
关键词 CLEP Chang’E-4 Scientific objectives Scientific payloads Scientific results
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Latest Scientific Results of China's Lunar Exploration Program 被引量:1
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作者 XU Lin ZOU Yongliao QIN Lang 《空间科学学报》 CAS CSCD 北大核心 2018年第5期598-603,共6页
Through the implementation of China's Lunar Exploration Program(CLEP), a large amount of data has been acquired. This paper will present the latest scientific results based on these data involving the composition,... Through the implementation of China's Lunar Exploration Program(CLEP), a large amount of data has been acquired. This paper will present the latest scientific results based on these data involving the composition, topography, space environment, subsurface structure of the Moon, and asteroid exploration and moon-based observations, etc. 展开更多
关键词 月亮 程序 科学 中国 空间环境 地形学
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Comparison of BBFs Observed by Single and Multi Satellites 被引量:1
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作者 Cao Jinbin Cheng Chao +1 位作者 Ma Yuduan Cai Chunlin 《空间科学学报》 CAS CSCD 北大核心 2010年第4期343-348,共6页
This paper,using the data of three Cluster satellites,compares the observations of Bursty Bulk Flow (BBF) by single satellite with those by multi satellites.The results indicate that there exists remarkable difference... This paper,using the data of three Cluster satellites,compares the observations of Bursty Bulk Flow (BBF) by single satellite with those by multi satellites.The results indicate that there exists remarkable difference between observations of BBF by single satellite and multi satellites.The observations of BBF by a single satellite depend on its position relative to the flow channel.The difference is caused by the localization characteristics of fast flows in the plasma sheet,and can lead to diverging views about substorm and causal relations among substorm phenomena. 展开更多
关键词 卫星观测 等离子体片 相对位置 地化特征 快速流动 因果关系 整体流 亚暴
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Recent Advances in Research of the Chinese Meridian Project 被引量:1
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作者 WANG Chi CHEN Zhiqing XU Jiyao 《空间科学学报》 CAS CSCD 北大核心 2020年第5期679-690,共12页
The Chinese Meridian Project is a ground-based space environment monitoring facility in China.The first phase of the project has been put into formal operation since 2012 after 4-year’s construction.It consists of 15... The Chinese Meridian Project is a ground-based space environment monitoring facility in China.The first phase of the project has been put into formal operation since 2012 after 4-year’s construction.It consists of 15 observatories located roughly along 120°E longitude and 30°N latitude,with each observatory equipped with multiple instruments to monitor space environment.Based on the huge observational data accumulated,significant scientific achievements have been made with more than 300 peer-reviewed journal papers published.In this report,scientific results from the past two years have been reviewed with topics covering fields of geomagnetic,atmosphere,ionosphere,and their responses to solar activities.The excellent achievements from the Phase I of Chinese Meridian Project lay a good foundation for Phase II,which has already been approved with the official kick-off of construction in November 2019.It will conceive an unprecedented contribution to global space weather community from China. 展开更多
关键词 Chinese Meridian Project Space weather IONOSPHERE Upper atmosphere
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Response of the Ionospheric F_2-region Over Irkutsk and Hainan to Strong Geomagnetic Storms 被引量:1
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作者 E B Romanova G A Zherebtsov +4 位作者 K G Ratovsky N M Polekh J K Shi X Wang G J Wang 《空间科学学报》 CAS CSCD 北大核心 2013年第5期494-500,共7页
The ionospheric responses to two strong storms on 17-19 August 2003 and 22-23 January 2004 are studied,using the data from Irkutsk(52.5°N,104°E) and Hainan(19.5°N,109°E) ionospheric stations.The an... The ionospheric responses to two strong storms on 17-19 August 2003 and 22-23 January 2004 are studied,using the data from Irkutsk(52.5°N,104°E) and Hainan(19.5°N,109°E) ionospheric stations.The analysis of variations in relative deviations of the critical frequency △f_0F_2 revealed that at middle latitudes(Irkutsk) negative disturbances were observed in the summer ionosphere; positive and negative ones,in the winter ionosphere during the main and recovery phases respectively.At low latitudes(Hainan),the disturbances were positive in all the cases considered. Mechanisms of the disturbances were analyzed with the aid of empirical models of the neutral atmosphere NRLMSISE-00 and thermospheric wind HWM07.The main factors determining △f_0F_2 variations at middle latitudes during the storms were demonstrated to be the disturbed equatorward thermospheric wind transporting the disturbed atmospheric composition,the increase in the atomic oxygen concentration,and the passage of internal gravity waves.At low latitudes,the effects associated with neutral composition variations are less significant than those of the thermospheric wind and electric fields. 展开更多
关键词 IONOSPHERE Geomagnetic storm Thermospheric wind DRIFT
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Application of ADER Scheme in MHD Simulation 被引量:1
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作者 ZHANG Yanyan FENG Xueshang +1 位作者 JIANG Chaowei ZHOU Yufen 《空间科学学报》 CAS CSCD 北大核心 2012年第2期170-181,共12页
The Arbitrary accuracy Derivatives Riemann problem method(ADER) scheme is a new high order numerical scheme based on the concept of finite volume integration,and it is very easy to be extended up to any order of space... The Arbitrary accuracy Derivatives Riemann problem method(ADER) scheme is a new high order numerical scheme based on the concept of finite volume integration,and it is very easy to be extended up to any order of space and time accuracy by using a Taylor time expansion at the cell interface position.So far the approach has been applied successfully to flow mechanics problems.Our objective here is to carry out the extension of multidimensional ADER schemes to multidimensional MHD systems of conservation laws by calculating several MHD problems in one and two dimensions: (ⅰ) Brio-Wu shock tube problem,(ⅱ) Dai-Woodward shock tube problem,(ⅲ) Orszag-Tang MHD vortex problem.The numerical results prove that the ADER scheme possesses the ability to solve MHD problem,remains high order accuracy both in space and time,keeps precise in capturing the shock.Meanwhile,the compared tests show that the ADER scheme can restrain the oscillation and obtain the high order non-oscillatory result. 展开更多
关键词 ADER scheme Generalized Riemann problem MHD numerical simulation HLL scheme
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