Advanced Search
He Yufei, Yang Dongmei, Zhao Xudong. 2020: The identification of a seismo-ionospheric phenomenon based on Swarm satellite data. Acta Seismologica Sinica, 42(6): 745-759. DOI: 10.11939/jass.20200010
Citation: He Yufei, Yang Dongmei, Zhao Xudong. 2020: The identification of a seismo-ionospheric phenomenon based on Swarm satellite data. Acta Seismologica Sinica, 42(6): 745-759. DOI: 10.11939/jass.20200010
shu

The identification of a seismo-ionospheric phenomenon based on Swarm satellite data

  • Institute of geophysics，China Earthquake Administration，Beijing 100081，China

More Information
  • Received Date: January 16, 2020
  • Revised Date: May 26, 2020
  • Available Online: December 08, 2020
  • Published Date: November 14, 2020
    Graphical Abstract
    • Abstract
  • In order to explore the identification of the seismo-ionospheric phenomena based on the data from several satellites, the electron density data and magnetic field data observed by three satellites in the Swarm constellation were used to analyse the ionospheric disturbances 9 days before the Iran MW7.3 earthquake occurred on November 12, 2017. The spatial range of the abnormal disturbance was judged by analysis of the adjacent orbits data. The possible spatial propagation characteristics of the disturbances were calculated through the time and space difference of three satellites orbits of Swarm constellation. The electromagnetic radiation characteristics are determined by using synchronous magnetic field observation data. Finally, according to the current knowledge of seismo-ionospheric coupling and combining with the analysis results, we can come to this conclusion that the ionospheric disturbance was neither acoustic gravity wave （AGW） caused by seismic activity, nor the traveling ionospheric disturbance （TID） of the ionosphere, nor the disturbance caused by electromagnetic radiation, but a disturbance caused by strong high latitude ionospheric activity which is unrelated to the seismic activity.
    • FullText(HTML)
    • References (101)
  • 蔡军涛,陈小斌,赵国泽,詹艳,汤吉. 2007. 地震前兆:电离层F2层异常[J]. 地球物理学进展,22(3):720–728. doi: 10.3969/j.issn.1004-2903.2007.03.010
    Cai J T,Chen X B,Zhao G Z,Zhan Y,Tang J. 2007. Earthquake precursor:The anomalies in the ionospheric F2 region[J]. Progress in Geophysics,22(3):720–728 (in Chinese).
    丁鉴海,申旭辉,潘威炎,张晶,余素荣,李纲,关华平. 2006. 地震电磁前兆研究进展[J]. 电波科学学报,21(5):791–801. doi: 10.3969/j.issn.1005-0388.2006.05.031
    Ding J H,Shen X H,Pan W Y,Zhang J,Yu S R,Li G,Guan H P. 2006. Seismo-electromagnetism precursor research progress[J]. Chinese Journal of Radio Science,21(5):791–801 (in Chinese).
    韩鸣,张永志,程冬,尹鹏. 2019. 多视角InSAR数据解算2017两伊地震三维同震形变场[J]. 测绘通报,(4):75–78.
    Han M,Zhang Y Z,Cheng D,Yin P. 2019. Calculation three-dimensional coseismic deformation of the 2017 Iran-Iraq earthquake by multi-angle InSAR data[J]. Bulletin of Surveying and Mapping,(4):75–78 (in Chinese).
    何建辉,张学民,林剑,王敏,申旭辉. 2017. 汶川地震同震电离层扰动研究[J]. 地震,37(2):126–134. doi: 10.3969/j.issn.1000-3274.2017.02.012
    He J H,Zhang X M,Lin J,Wang M,Shen X H. 2017. Coseismic ionosphere disturbances of the 2008 Wenchuan earthquake[J]. Earthquake,37(2):126–134 (in Chinese).
    黄建平,刘静,欧阳新艳,李文静. 2010. 智利8.8级地震前后高能粒子数据变化分析[J]. 地震地质,32(3):417–423. doi: 10.3969/j.issn.0253-4967.2010.03.008
    Huang J P,Liu J,Ouyang X Y,Li W J. 2010. Analysis to the energetic particles around the M8.8 Chili earthquake[J]. Seismology and Geology,32(3):417–423 (in Chinese).
    焦其松,颜蕊,张景发. 2011. Demeter卫星监测到的海地地震前电离层扰动[J]. 地震,31(2):68–78. doi: 10.3969/j.issn.1000-3274.2011.02.008
    Jiao Q S,Yan R,Zhang J F. 2011. Ionospheric disturbances observed on DEMETER satellite prior to the 2010 MS7.1 Haiti earthquake[J]. Earthquake,31(2):68–78 (in Chinese).
    刘静,张学民,申旭辉,欧阳新艳,黄建平. 2009. 九江地震前DEMETER卫星观测到的电离层异常[J]. 地震,29(增刊):60–66.
    Liu J,Zhang X M,Shen X H,Ouyang X Y,Huang J P. 2009. Ionospheric anomalies before the Jiujiang earthquake observed by the DEMETER satellite[J]. Earthquake,29(S1):60–66 (in Chinese).
    刘静,万卫星,黄建平,张学民,赵庶凡,欧阳新艳,泽仁志玛. 2011. 智利8.8级地震的震前电子浓度扰动[J]. 地球物理学报,54(11):2717–2725.
    Liu J,Wan W X,Huang J P,Zhang X M,Zhao S F,Ouyang X Y,Zeren Z M. 2011. Electron density perturbation before Chile M8.8 earthquake[J]. Chinese Journal of Geophysics,54(11):2717–2725 (in Chinese).
    刘静,黄建平,张学民,申旭辉. 2013. 基于DEMETER卫星原位等离子体参量的震前异常提取方法研究及震例分析[J]. 地震学报,35(1):72–83. doi: 10.3969/j.issn.0253-3782.2013.01.008
    Liu J,Huang J P,Zhang X M,Shen X H. 2013. Anomaly extraction method study and earthquake case analysis based on in-situ plasma parameters of DEMETER satellite[J]. Acta Seismologica Sinica,35(1):72–83 (in Chinese).
    欧阳新艳,张学民,申旭辉,刘静,钱家栋,蔡晋安,赵庶凡. 2008. 普洱地震前电离层电子密度扰动变化研究[J]. 地震学报,30(4):424–436. doi: 10.3321/j.issn:0253-3782.2008.04.010
    Ouyang X Y,Zhang X M,Shen X H,Liu J,Qian J D,Cai J A,Zhao S F. 2008. Study on ionospheric Ne disturbances before 2007 Pu'er,Yunnan of China,earthquake[J]. Acta Seismologica Sinica,30(4):424–436 (in Chinese).
    欧阳新艳,张学民,申旭辉,黄建平,刘静,泽仁志玛,赵庶凡. 2011. DEMETER卫星探测到的强震前O+浓度变化[J]. 空间科学学报,31(5):607–617. doi: 10.11728/cjss2011.05.607
    Ouyang X Y,Zhang X M,Shen X H,Huang J P,Liu J,Zeren Z M,Zhao S F. 2011. Disturbance of O+ density before major earthquake detected by DEMETER satellite[J]. Chinese Journal of Space Science,31(5):607–617 (in Chinese).
    钱庚,泽仁志玛,张学民,申旭辉. 2016. 强震前后空间电磁场时空演化特征[J]. 地震学报,38(2):259–271. doi: 10.11939/jass.2016.02.010
    Qian G,Zeren Z M,Zhang X M,Shen X H. 2016. Spatio-temporal evolution of electromagnetic field pre- and post-earthquakes[J]. Acta Seismologica Sinica,38(2):259–271 (in Chinese).
    王泽民,孙伟,安家春. 2016. 2015−04−25尼泊尔MS8.1地震前后电离层VTEC异常变化分析[J]. 大地测量与地球动力学,36(2):133–137.
    Wang Z M,Sun W,An J C. 2016. Anomaly variation analysis of the ionospheric VTEC before and after the 25 April 2015 MS8.1 Nepal earthquake[J]. Journal of Geodesy and Geodynamics,36(2):133–137 (in Chinese).
    吴云,付宁波,林剑,周义炎,祝芙英,杨剑,熊晶. 2011. 用卡尔曼滤波法分析汶川MS8.0地震TEC异常[J]. 大地测量与地球动力学,31(2):23–27.
    Wu Y,Fu N B,Lin J,Zhou Y Y,Zhu F Y,Yang J,Xiong J. 2011. Research on TEC anomalies before MS8.0 Wenchuan earthquake by using Kalman filtering[J]. Journal of Geodesy and Geodynamics,31(2):23–27 (in Chinese).
    熊晶,吴云,祝芙英,林剑,周义炎,杨剑. 2008. 汶川地震前电离层NmF2异常扰动[J]. 大地测量与地球动力学,28(6):22–26.
    Xiong J,Wu Y,Zhu F Y,Lin J,Zhou Y Y,Yang J. 2008. Anomalous disturbance of ionospheric NmF2 during Wenchuan earthquake[J]. Journal of Geodesy and Geodynamics,28(6):22–26 (in Chinese).
    熊晶,周义炎,吴云. 2010. 玉树MS7.1地震前电离层VTEC异常[J]. 大地测量与地球动力学,30(5):24–27.
    Xiong J,Zhou Y Y,Wu Y. 2010. Ionospheric VTEC anomaly detected by ground-based GNSS before MS7.1 Yushu earthquake[J]. Journal of Geodesy and Geodynamics,30(5):24–27 (in Chinese).
    余素荣,丁鉴海,索玉成. 2004. 玛尼7.5级地震前磁场与电离层异常特征研究[J]. 地震,24(增刊):77–83.
    Yu S R,Ding J H,Suo Y C. 2004. Research on anomaly characteristics of geomagnetic field and ionosphere before Mani MS7.5 earthquake[J]. Earthquake,24(S1):77–83 (in Chinese).
    泽仁志玛,张学民,刘静,欧阳新艳,熊攀,申旭辉. 2010. 利用DEMETER卫星LANGMIUR探针观测数据研究强震前的电离层扰动[J]. 地震地质,32(3):424–433. doi: 10.3969/j.issn.0253-4967.2010.03.009
    Zeren Z M,Zhang X M,Liu J,Ouyang X Y,Xiong P,Shen X H. 2010. Ionospheric disturbances associated with strong earthquakes-results from LANGMUIR probe onboard DEMETER satellite[J]. Seismology and Geology,32(3):424–433 (in Chinese).
    泽仁志玛,申旭辉,曹晋滨,张学民,黄建平,刘静,欧阳新艳,赵庶凡. 2012. 强震前ELF/VLF磁场的扰动特征统计研究[J]. 地球物理学报,55(11):3699–3708. doi: 10.6038/j.issn.0001-5733.2012.11.017
    Zeren Z M,Shen X H,Cao J B,Zhang X M,Huang J P,Liu J,Ouyang X Y,Zhao S F. 2012. Statistical analysis of ELF/VLF magnetic field disturbances before major earthquakes[J]. Chinese Journal of Geophysics,55(11):3699–3708 (in Chinese).
    张明敏,刘智敏,刘盼,从建锋. 2018. 九寨沟7.0级地震前电离层TEC异常分析[J]. 测绘工程,27(12):24–30.
    Zhang M M,Liu Z M,Liu P,Cong J F. 2018. Analysis of ionospheric TEC anomalies before the Jiuzhaigou MS7.0 earthquake[J]. Engineering of Surveying and Mapping,27(12):24–30 (in Chinese).
    张学民,钱家栋,欧阳新艳,申旭辉,蔡晋安,赵庶凡. 2009a. DEMETER卫星观测到的智利7.9级地震前的电离层电磁扰动[J]. 地球物理学进展,24(4):1196–1203.
    Zhang X M,Qian J D,Ouyang X Y,Shen X H,Cai J A,Zhao S F. 2009a. Ionospheric electromagnetic disturbances observed on DEMETER satellite before an earthquake of M7.9 in Chili[J]. Progress in Geophysics,24(4):1196–1203 (in Chinese).
    张学民,钱家栋,欧阳新艳,蔡晋安,刘静,申旭辉,赵庶凡. 2009b. 新疆于田7.2级地震前的电离层电磁扰动[J]. 空间科学学报,29(2):213–221.
    Zhang X M,Qian J D,Ouyang X Y,Cai J A,Liu J,Shen X H,Zhao S F. 2009b. Ionospheric electro-magnetic disturbances prior to Yutian 7.2 earthquake in Xinjiang[J]. Chinese Journal of Space Science,29(2):213–221 (in Chinese).
    张学民,泽仁志玛,申旭辉,蔡军涛,赵庶凡,熊攀,陈化然,欧阳新艳. 2011. 地震前后电离层截止频率处电场频谱强度变化分析:以2006年汤加MW8.0地震为例[J]. 地震学报,33(4):451–460. doi: 10.3969/j.issn.0253-3782.2011.04.005
    Zhang X M,Zeren Z M,Shen X H,Cai J T,Zhao S F,Xiong P,Chen H R,Ouyang X Y. 2011. Analysis on variation of electric field spectrum at cut-off frequency before strong earthquakes:Taking 2006 Tonga MW8.0 earthquake as an example[J]. Acta Seismologica Sinica,33(4):451–460 (in Chinese).
    张学民,刘静,赵必强,徐彤,申旭辉,姚璐. 2014. 玉树地震前的电离层异常现象分析[J]. 空间科学学报,34(6):822–829. doi: 10.11728/cjss2014.06.822
    Zhang X M,Liu J,Zhao B Q,Xu T,Shen X H,Yao L. 2014. Analysis on ionospheric perturbations before Yushu earthquake[J]. Chinese Journal of Space Science,34(6):822–829 (in Chinese).
    张学民,申旭辉,赵庶凡,刘静,欧阳新艳,娄文宇,泽仁志玛,何建辉,钱庚. 2016. 地震电离层探测技术及其应用研究进展[J]. 地震学报,38(3):356–375. doi: 10.11939/jass.2016.03.004
    Zhang X M,Shen X H,Zhao S F,Liu J,Ouyang X Y,Lou W Y,Zeren Z M,He J H,Qian G. 2016. The seismo-ionospheric monitoring technologies and their application research development[J]. Acta Seismologica Sinica,38(3):356–375 (in Chinese).
    朱荣,杨冬梅,荆凤,杨俊英,欧阳新艳. 2008. Demeter卫星观测到的云南普洱地震前的电离层扰动[J]. 地震学报,30(1):76–81. doi: 10.3321/j.issn:0253-3782.2008.01.008
    Zhu R,Yang D M,Jing F,Yang J Y,Ouyang X Y. 2008. Ionospheric perturbations before Pu’er earthquake observed by the satellite DEMETER[J]. Acta Seismologica Sinica,30(1):76–81 (in Chinese).
    Akhoondzadeh M,De Santis A,Marchetti D,Piscini A,Jin S. 2019. Anomalous seismo-LAI variations potentially associated with the 2017 MW7.3 Sarpol-e Zahab(Iran)earthquake from Swarm satellites,GPS-TEC and climatological data[J]. Adv Space Res,64(1):143–158. doi: 10.1016/j.asr.2019.03.020
    Aleksandrin S Y,Galper A M,Grishantzeva L A,Koldashov S V,Maslennikov L V,Murashov A M,Picozza P,Sgrigna V,Voronov S A. 2003. High-energy charged particle bursts in the near-Earth space as earthquake precursors[J]. Ann Geophys,21(2):597–602. doi: 10.5194/angeo-21-597-2003
    Astafyeva E,Heki K,Kiryushkin V,Afraimovich E,Shalimov S. 2009. Two-mode long-distance propagation of coseismic ionosphere disturbances[J]. J Geophys Res:Space Phys,114(A10):A10307.
    Bagiya M S,Sunil P S,Sunil A S,Ramesh D S. 2018. Coseismic contortion and coupled nocturnal ionospheric perturbations during 2016 Kaikoura,MW7.8 New Zealand earthquake[J]. J Geophys Res:Space Phys,123(2):1477–1487. doi: 10.1002/2017JA024584
    Cahyadi M N,Heki K. 2013. Ionospheric disturbances of the 2007 Bengkulu and the 2005 Nias earthquakes,Sumatra,observed with a regional GPS network[J]. J Geophys Res:Space Phys,118(4):1777–1787. doi: 10.1002/jgra.50208
    Calais E,Minster J B. 1995. GPS detection of ionospheric perturbations following the January 17,1994,Northridge earthquake[J]. Geophys Res Lett,22(9):1045–1048. doi: 10.1029/95GL00168
    Chmyrev V M,Isaev N V,Bilichenko S V,Stanev G. 1989. Observation by space-borne detectors of electric fields and hydromagnetic waves in the ionosphere over an earthquake centre[J]. Phys Earth Planet Int,57(1/2):110–114.
    Chuo Y J,Chen Y I,Liu J Y,Pulinets S A. 2001. Ionospheric foF2 variations prior to strong earthquakes in Taiwan area[J]. Adv Space Res,27(6/7):1305–1310.
    Davies K,Baker D M. 1965. Ionospheric effects observed around the time of the Alaskan earthquake of March 28,1964[J]. J Geophys Res,70(4):1251–1253.
    De Santis A,Balasis G,Pavón-Carrasco F J,Cianchini G,Mandea M. 2017. Potential earthquake precursory pattern from space:The 2015 Nepal event as seen by magnetic swarm satellites[J]. Earth Planet Sci Lett,461:119–126. doi: 10.1016/j.jpgl.2016.12.037
    Dobrovolsky I P,Zubkov S I,Miachkin V I. 1979. Estimation of the size of earthquake preparation zones[J]. Pure Appl Geophys,117(5):1025–1044. doi: 10.1007/BF00876083
    European Space Agency. 2020. Swarm Data Access [EB/OL]. [2020−07−23]. https://swarm-diss.eo.esa.int.
    Fidani C,Battiston R,Burger W J. 2010. A study of the correlation between earthquakes and NOAA satellite energetic particle bursts[J]. Remote Sens,2(9):2170–2184. doi: 10.3390/rs2092170
    Freund F T,Takeuchi A,Lau B W S,Post R,Keefner J,Mellon J,Al-Manaseer A. 2004. Stress-induced changes in the electrical conductivity of igneous rocks and the generation of ground currents[J]. Terrestr Atmos Ocean Sci,15(3):437–468. doi: 10.3319/TAO.2004.15.3.437(EP)
    Friis-Christensen E,Lühr H,Hulot G. 2006. Swarm:A constellation to study the Earth’s magnetic field[J]. Earth Planets Space,58(4):351–358. doi: 10.1186/BF03351933
    Harrison R G,Aplin K L,Rycroft M J. 2010. Atmospheric electricity coupling between earthquake regions and the ionosphere[J]. J Atmos Sol Terr Phys,728(5/6):376–381.
    Hayakawa M,Molchanov O A,Kodama T,Afonin V V,Akentieva O A. 2000. Plasma density variations observed on a satellite possibly related to seismicity[J]. Adv Space Res,26(8):1277–1280. doi: 10.1016/S0273-1177(99)01224-7
    Hayakawa M, Molchanov O A, Nickolaenko A P. 2002. Model variation in atmospheric radio noise caused by pre-seismic modifications of tropospheric conductivity profile[C]//Seismo-Electromagnetics: Lithosphere-Atmosphere-Ionosphere Coupling. Tokyo: Terra Scientific Publishing Company: 477.
    Hayakawa M. 2004. Electromagnetic phenomena associated with earthquakes:A frontier in terrestrial electromagnetic noise environment[J]. Recent Res Devel Geophys,6:81–112.
    Heki K,Ping J S. 2005. Directivity and apparent velocity of the coseismic ionospheric disturbances observed with a dense GPS array[J]. Earth Planet Sci Lett,236(3/4):845–855.
    Heki K. 2011. Ionospheric electron enhancement preceding the 2011 Tohoku-Oki earthquake[J]. Geophys Res Lett,38(17):L17312.
    Kim V P, Hegai V V. 1999. A possible presage of strong earthquake in the night-time mid-latitude F2 region ionosphere[C]//Atmospheric and Ionospheric Electromagnetic Phenomaena Associated with Earthquakes. Tokyo: Terra Scientific Publishing Company: 619–627.
    Larkina V I,Nalivayko A V,Gershenzon N I,Gokhberg M B,Liperovsky V A,Shalimov S L. 1989. Observations of VLF emission related with seismic activity on the Intercosmos-19 satellite[J]. Geomagn Aeron,23:684–687.
    Liperovsky V A,Meister C V,Liperovskaya E V,Vasil’Eva N E,Alimov O. 2005. On spread-Es effects in the ionosphere before earthquakes[J]. Nat Hazards Earth Syst Sci,5(1):59–62. doi: 10.5194/nhess-5-59-2005
    Liu J Y,Chou Y J,Shan S J,Tsai Y B,Chen Y I,Pulinets S A,Yu S B. 2004. Pre-earthquake ionospheric anomalies registered by continuous GPS TEC measurements[J]. Ann Geophys,22(5):1585–1593. doi: 10.5194/angeo-22-1585-2004
    Liu J Y,Tsai H F,Lin C H,Kamogawa M,Chen Y I,Lin C H,Huang B S,Yu S B,Yeh Y H. 2010. Coseismic ionospheric disturbances triggered by the Chi-Chi earthquake[J]. J Geophys Res,115(A8):A08303.
    Liu J Y,Le H,Chen Y I,Chen C H,Liu L,Wan W,Su Y Z,Sun Y Y,Lin C H,Chen M Q. 2011. Observations and simulations of seismoionospheric GPS total electron content anomalies before the 12 January 2010 M7 Haiti earthquake[J]. J Geophys Res,116(A4):A04302. doi: 10.1029/2010JA015704
    Liu H T,Ding F,Zhao B Q,Li J Y,Hu L H,Wan W X,Ning B Q. 2017. Ionospheric response following the MW7.8 Gorkha earthquake on 25 April 2015[J]. J Geophys Res,122(6):6495–6507. doi: 10.1002/2016JA023079
    Ma Z T,Masters G. 2015. Effect of earthquake locations on Rayleigh wave azimuthal anisotropy models[J]. Geophys J Int,203(2):1319–1333. doi: 10.1093/gji/ggv369
    Maruyama T,Tsugawa T,Kato H,Ishii M,Nishioka M. 2012. Rayleigh wave signature in ionograms induced by strong earthquakes[J]. J Geophys Res,117(A8):A08306.
    Molchanov O A, Hayakawa V V, Afonin O A, Akentieva O A, Mareev E A, Yu T V. 2002. Possible influence of seismicity by gravity waves on ionospheric equatorial anomaly from data of IK-24 satellite 2. Equatorial anomaly and small-scale ionospheric turbulence[C]//Seismo Electromagnetic: Lithosphere Atmosphere Ionosphere Coupling.Tokyo: Terra Scientific Publishing Company: 287–296.
    Moore G W. 1964. Magnetic disturbances preceding the 1964 Alaska earthquake[J]. Nature,203(4944):508–509.
    Natural Resources Canada. 2020. Solar radio flux: Solar Monitoring Program[EB/OL]. [2020−07−23]. https://www.spaceweather.gc.ca/solarflux/sx-en.php.
    Olsen N,Friis-Christensen E,Floberghagen R,Alken P,Beggan C D,Chulliat A,Doornbos E,Da Encarnação J T,Hamilton B,Hulot G,Van Den IJssel,Kuvshinov A,Lesur V,Lühr H,Macmillan S,Maus S,Noja M,Olsen P E H,Park J,Plank G,Püthe C,Rauberg J,Ritter P,Rother M,Sabaka T J,Schachtschneider R,Sirol O,Stolle C,Thébault E,Thomson A W P,Tøffner-Clausen L,Velímský J,Vigneron P,Visser P N. 2013. The Swarm satellite constellation application and research facility (SCARF) and Swarm data products[J]. Earth Planets Space,65(11):1189–1200. doi: 10.5047/eps.2013.07.001
    Ondoh T, Hayakawa M. 1999. Anomalous occurrence of sporadic E-layers before the Hyogoken-Nanbu earthquake, M7.2 of January 17, 1995[C]//Atmospheric and Ionospheric Electromagnetic Phenomena Associated with Earthquakes. Tokyo: Terra Scientific Publishing Company: 629–640.
    Ondoh T, Hayakawa M. 2002. Seismo discharge model of anomalous sporadic E ionization before great earthquakes[C]//Seismo Electromagnetic: Lithosphere Atmosphere Ionosphere Coupling. Tokyo: Terra Scientific Publishing Company: 385–390.
    Ondoh T. 2009. Investigation of precursory phenomena in the ionosphere,atmosphere and groundwater before large earthquakes of M>6.5[J]. Adv Space Res,43(2):214–223. doi: 10.1016/j.asr.2008.04.003
    Parrot M,Benoist D,Berthelier J J,Błęcki J,Chapuis Y,Colin F,Elie F,Fergeau P,Lagoutte D,Lefeuvre F,Legendre C,Lévêque M,Pinçon J L,Poirier B,Seran H C,Zamora P. 2006a. The magnetic field experiment IMSC and its data processing onboard DEMETER:Scientific objectives,description and first results[J]. Planet Space Sci,54(5):441–455. doi: 10.1016/j.pss.2005.10.015
    Parrot M,Berthelier J J,Lebreton J P,Sauvaud J A,Santolik O,Blecki J. 2006b. Examples of unusual ionospheric observations made by the DEMETER satellite over seismic regions[J]. Phys Chem Earth,31(4/9):486–495.
    Parrot M,Li M. 2017. Demeter results related to seismic activity[J]. Ursi Rad Sci Bull,88(4):18–25.
    Pulinets S A,Legen′ Ka A D. 2003. Spatial-temporal characteristics of large scale disturbances of electron density observed in the ionospheric f-region before strong earthquakes[J]. Cosmic Res,41(3):221–230. doi: 10.1023/A:1024046814173
    Pulinets S, Boyarchuk K. 2004. Ionospheric Precursors of Earthquakes[M]. Berlin Heidelberg: Springer-Verlag: 75–81.
    Pulinets S A, Ouzounov D, Karelin A, Davidenko D. 2018. Lithosphere-Atmosphere-Ionosphere-Magnetosphere Coupling: A Concept for Pre-Earthquake Signals Generation[M]. Hoboken: John Wiley & Sons, Inc: 79–98.
    Sarkar S,Gwal A K,Parrot M. 2007. Ionospheric variations observed by the DEMETER satellite in the mid-latitude region during strong earthquakes[J]. J Atmos Solar-Terr Phys,69(13):1524–1540. doi: 10.1016/j.jastp.2007.06.006
    Sgrigna V,Carota L,Conti L,Corsi M,Galper A M,Koldashov S V,Murashov A M,Picozza P,Scrimaglio R,Stagni L. 2005. Correlations between earthquakes and anomalous particle bursts from SAMPEX/PET satellite observations[J]. J Atmos Sol-Terr Phys,67(15):1448–1462. doi: 10.1016/j.jastp.2005.07.008
    Tao D,Cao J B,Battiston R,Li L Y,Ma Y D,Liu W L,Zhima Z,Wang L W,Dunlop M W. 2017. Seismo-ionospheric anomalies in ionospheric TEC and plasma density before the 17 July 2006 M7.7 south of Java earthquake[J]. Ann Geophys,35(3):589–598. doi: 10.5194/angeo-35-589-2017
    World Data Center for Geomagnetism. 2020. Geomagnetic Data Service[EB/OL]. [2020−07−23]. http://wdc.kugi.kyoto-u.ac.jp/wdc/Sec3.html.
    Yoshida M,Yamauchi T,Horie T,Hayakawa M. 2008. On the generation mechanism of terminator times in subionospheric VLF/LF propagation and its possible application to seismogenic effects[J]. Nat Hazards Earth Syst Sci,8(1):129–134. doi: 10.5194/nhess-8-129-2008
    Zaslavski Y,Parrot M,Blanc E. 1998. Analysis of TEC measurements above active seismic regions[J]. Phys Earth Planet Inter,105(3/4):220–228.
    • Related Articles

  • Related Articles

    Zhu Kaiguang, He Xiaodan, Fan Mengxuan, Dedalo Marchetti, Wang Ting, Wen Jiami, Zhang Yiqun. 2023: Time-varying background field and anomaly analysis of Swarm satellite magnetic field data before the 2020 Jamaica MW7.7 earthquake. Acta Seismologica Sinica, 45(2): 315-327. DOI: 10.11939/jass.20210172
    Meng Yafei, Meng Qingyan, Zhou Shijian, Zhang Ying. 2020: Extraction and analysis of seismic thermal anomalies in Xinjiang based on robust satellite techniques. Acta Seismologica Sinica, 42(2): 205-215. DOI: 10.11939/jass.20190117
    Yan Rui, Wang Lanwei, Hu Zhe, Liu Dapeng. 2017: Quantitative verification on satellite observational data of ionospheric structure parameters using ground-based data. Acta Seismologica Sinica, 39(4): 549-557. DOI: 10.11939/jass.2017.04.009
    Ye Xin, Wang Jun, Qin Qiming. 2016: Damaged building detection based on GF-1 satellite remote sensing image: A case study for Nepal MS8.1 earthquake. Acta Seismologica Sinica, 38(3): 477-485. DOI: 10.11939/jass.2016.03.015.
    Wu Jian, Xu Tong, Hu Yanli. 2016: Recent progress in the study of ionospheric anomalies before strong earthquakes using ionosonde data of National Radio Observation Network in China. Acta Seismologica Sinica, 38(3): 345-355. DOI: 10.11939/jass.2016.03.003
    Xia Caiyun1)　Zhang Yongxian2)　Nilupar Tursun3)　Zhang Xiaotao2). 2015: A review on modified pattern informatics method to extract ionospheric disturbance anomaly related to earthquake. Acta Seismologica Sinica, 37(1): 192-201. DOI: 10.11939/jass.2015.01.017
    Xie Yibing, Wu Jicang, Chen Junping, Peng Yao. 2014: Perturbation analysis of the ionospheric TEC before and after the Lushan MS7.0 earthquake. Acta Seismologica Sinica, 36(1): 95-105. DOI: 10.3969/j.issn.0253-3782.2014.01.008.
    Ma Xinxin, Lin Zhan, Chen Huaran, Jin Honglin, Li Dahu, Jiao Liguo, Liu Xiaocan. 2013: Ionosphere anomaly before the Wenchuan MS8.0 earthquake detected by COSMIC occultation data. Acta Seismologica Sinica, 35(6): 848-855. DOI: 10.3969/j.issn.0253-3782.2013.06.008
    Yan Rui, Wang Lanwei, Hu Zhe, Liu Dapeng, Zhang Xingguo, Zhang Yu. 2013: Ionospheric disturbances before and after strong earthquakes based on DEMETER data. Acta Seismologica Sinica, 35(4): 498-511. DOI: 10.3969/j.issn.0253-3782.2013.04.005
    Yao Li, Chen Huaran, He Yufei. 2013: The signal to noise ratio disturbance of ionospheric VLF radio signal before the 2010 Yushu MS7.1 earthquake. Acta Seismologica Sinica, 35(3): 390-399. DOI: 10.3969/j.issn.0253-3782.2013.03.010

  • Cited by

    Periodical cited type(87)

    1. 景孝复，杨斌，刘彦慧，邢绍志，王吉利，库尔班·阿卜力孜. 精河地震台伸缩仪不同频段的影响因素分析. 内陆地震. 2025(01): 77-84 .
    2. 杨芬. 云南及邻区M_S≥6.0强震中短临动态跟踪综合预测方案. 四川地震. 2024(02): 29-34 .
    3. 吕国强，景孝复，李晓东，马慧婷，关冬晓. 温泉体应变观测数据不同频段影响因素及特征. 内陆地震. 2024(03): 299-306 .
    4. 王艳，马利军，何金，王秋根，刘晓磊，刘海，张庆阳. 跟踪分析河北地球物理站网场地环境典型事件. 地震科学进展. 2024(09): 597-603 .
    5. 尹宏伟，高登平，纪春玲，梁丽环，刘静，李凤，韩文英. 2014—2018年石家庄3次4级以上地震震前地球物理异常. 地震地磁观测与研究. 2024(04): 41-51 .
    6. 杨芬. 漾濞M_S6.4地震前滇西和云南综合方案异常. 内陆地震. 2024(04): 357-365 .
    7. 何国龙，苏维刚，买振军. 基于多方法分析门源井水位巨幅异常变化及其机理. 煤炭工程. 2023(06): 119-122 .
    8. 郭春生，斯琴，关冬晓，徐衍刚，朱治国. 乌什地震台体应变不同频带对干扰因素的响应特征. 内陆地震. 2023(02): 196-202 .
    9. 木拉提江·阿不来提，金花，毛玉剑. 气压、水位对榆树沟分量应变的影响特征及机制研究. 内陆地震. 2023(03): 297-305 .
    10. 王秋宁. 宁强M_S5.3地震前的LURR综合分析. 地震工程学报. 2023(06): 1449-1456 .
    11. 刘华姣，田思留，张映，刘涛，梁慧，廖绍欢. 四川姑咱海子泉水氡数据动态特征研究. 四川地震. 2023(04): 2-7 .
    12. 钱才，张森，孙琼，张翼，高荣. 2020年7月13日霍城M_S5.0地震前兆异常初步分析. 内陆地震. 2022(01): 17-24 .
    13. 木拉提江·阿不来提，高歌. 气温、气压、地下水理论固体潮对新04井静水位的影响分析. 内陆地震. 2022(01): 48-57 .
    14. 余思，唐婷婷，许志山，陈江贻. 基于氢氧同位素分析南昌地震台流体观测井水补给来源. 地震地磁观测与研究. 2022(02): 110-114 .
    15. 齐彬彬，黄瑞滨，郭延杰，于章棣. 克什克腾井水温微动态特征及其机理. 华北地震科学. 2022(03): 87-92 .
    16. 田雷，王博，晏锐，周志华. 四川理塘水温强震前异常变化特征及效能检验. 中国地震. 2022(02): 213-225 .
    17. 方园，杨魁，白翔宇，潘存英，安然. 双王井水位异常核实与分析. 高原地震. 2022(02): 53-57 .
    18. 邢喜民，张隆，姜永胜，徐加波. 天津高村井水位主要周期成分的干扰因素及特征分析. 数学的实践与认识. 2021(03): 136-142 .
    19. 刘琨，张华，周少辉，赵亚琴，孔畅，费玉礼. 高邮车逻井水位大幅波动异常分析. 地震地磁观测与研究. 2021(01): 84-91 .
    20. 梁向东，陈全智，薛凤英，史会忍，姬东姣，谢佳兴. 宝鸡地区水氡数据异常变化影响因素对比分析. 高原地震. 2021(01): 31-34 .
    21. 李慧峰，钟羽云，李志海，袁宝珠，李蒙. 利用宁波水文地质监测井网建设地下流体前兆台阵的试验研究. 地震工程学报. 2021(05): 1103-1111 .
    22. 钟天任，陈大庆，刘锦，严兴，王小娜，俞岗. 广东信宜井水位异常分析. 华南地震. 2021(04): 69-79 .
    23. 颜龙，郭春生，斯琴，关冬晓，王斌. 基于数据跟踪的新疆地下流体观测环境干扰特征分析. 内陆地震. 2021(04): 370-379 .
    24. 王熠熙，邵永新，李悦，王博，刘双庆，李赫，王喜龙，龚永俭. 基于多种方法的宝坻新井水位异常分析. 地震. 2020(01): 172-183 .
    25. 许璐，邢喜民，张治广. 温泉台体应变观测的影响因素及特征分析. 大地测量与地球动力学. 2020(03): 327-330 .
    26. 段胜朝，张立，杨铭昌，孙自刚. 腾冲地震台井水位受环境影响实验分析. 地震研究. 2020(01): 109-117 .
    27. 朱鹏涛，沈宁，李自芮，马禾青. 西吉王民井数字化水位动态变化的影响因素分析. 华南地震. 2020(03): 55-62 .
    28. 钱才，高歌，张峰，陈亮，邱大琼. 2020年6月26日于田M_S6.4地震前于田垂直摆倾斜异常特征及可靠性分析. 内陆地震. 2020(03): 303-309 .
    29. 时显军，邢喜民，叶尔扎提·巴合提汗. 新疆阿勒泰驼峰山地震台水管倾斜、洞体应变观测异常核实. 地震地磁观测与研究. 2020(04): 143-147 .
    30. 马学军，徐长银. 库尔勒体应变观测影响因素特征分析. 内陆地震. 2020(04): 408-412 .
    31. 孔凡亮，邢喜民. 巴彦岱1号井静水位周期变化主要影响因素研究. 震灾防御技术. 2020(03): 643-650 .
    32. 冯琼花，郑在壮，庄晓莉，李培，林薇，谢于琪. 向荣村ZK46井数字化水位特征分析. 地震地磁观测与研究. 2020(05): 112-117 .
    33. 唐杰，张素欣，张子广，盛艳蕊. 河北唐山M4.5地震前地下流体典型异常特征分析. 华北地震科学. 2020(S1): 80-85 .
    34. 张磊，刘耀炜，任宏微，柯云龙. 水化学分析方法在地下水异常核实中的应用. 地震. 2019(01): 29-38 .
    35. 潘国勇，魏薇，朱佳苗，朱培育，赵俊香，施俊杰，戴乐翔，张艺，龚耀. 崇明地震台新井水位干扰处理软件的开发与应用. 山西地震. 2019(01): 6-8 .
    36. 木拉提江·阿不来提，张智慧，斯琴. 气压对呼图壁雀儿沟钻孔倾斜的影响特征及机制研究. 内陆地震. 2019(01): 91-96 .
    37. 高守全，邹广，陈大柱，牛中华，汪滢，王欢，张新成，木巴拉克·江布尔拜，赵刚. 新疆温泉水平摆年变影响因素分析. 内陆地震. 2019(02): 159-165 .
    38. 王秋宁，李守广，赵小茂. 陕西石泉井水位阶降异常. 华北地震科学. 2019(03): 75-80 .
    39. 解晓静，苏荣托雅，张帆，孙三健. 海南琼海加积井水位水温同步上升后转平的异常成因初探. 华南地震. 2019(S1): 37-45 .
    40. 字承柱，张立，段美芳，毕树伟. 云南洱源滇20井水位受降雨影响分析. 四川地震. 2019(04): 32-36 .
    41. 高守全，赵刚，薛生瑞，刘国军，景孝复，牛中华，李娇，钱才. 夏县地震台气氡、水氡测值一致性及干扰因素分析. 内陆地震. 2019(04): 345-350 .
    42. 莫佩婵，黄美丽，原永东，黄惠宁，向巍，郭培兰，苏珊. 广西北流M_S5.2地震震前咸田井水位破年变异常. 华北地震科学. 2019(S1): 56-61 .
    43. 王喜龙，付聪，李梦莹，张丽，李俏. 辽宁新民井静水位转折上升变化成因分析. 防灾减灾学报. 2018(01): 6-12 .
    44. 许璐，邢喜民. 气压对巴伦台钻孔倾斜的影响特征及机制研究. 大地测量与地球动力学. 2018(08): 873-876 .
    45. 晏锐，田雷，王广才，钟骏，刘杰，周志华. 2008年汶川8.0级地震前地下流体异常回顾与统计特征分析. 地球物理学报. 2018(05): 1907-1921 .
    46. 张治广，高歌，滕海涛，邢喜民. 2014年7月9日麦盖提M_S5.1地震前兆异常分析. 内陆地震. 2018(01): 12-23 .
    47. 孔静静，高朝军，侯赛因·赛买提，周康云. 气温、降雨对巴里坤水平摆观测的影响分析. 内陆地震. 2018(02): 119-127 .
    48. 赵强，史双双，张亮娥，曹文强. 孝义地震台水位异常分析. 山西地震. 2018(02): 13-15 .
    49. 王喜龙，贾晓东，王海燕，李彤霞，付聪，孔祥瑞，张琪，翟丽娜. 辽宁阜新井水温破年变与加速下降原因分析. 中国地震. 2018(02): 371-378 .
    50. 王俊，杨林根. 巢湖14井地下水位异常分析及环保意义探讨. 资源节约与环保. 2018(07): 31-32 .
    51. 钟骏，周志华，李源，王博，夏修军. 河南太康县群井异常现象的地球化学成因分析. 地震. 2018(04): 109-119 .
    52. 张光顺，李宗兴，何案华. 水温梯度精细测量在井孔内部参数反演中的应用. 大地测量与地球动力学. 2018(10): 1091-1095 .
    53. 胡小静，付虹，李琼. 滇南地区近期水位趋势上升异常机理初探. 地震学报. 2018(05): 620-631+689 . 本站查看
    54. 张智慧，李娜，邢喜民. 精河6.6级地震前精河水管仪、伸缩仪异常特征分析. 震灾防御技术. 2018(03): 671-678 .
    55. 赵建明，李红超，赵亮，董祎玮，尹宝军. 唐山马家沟矿井水位异常分析. 地震地磁观测与研究. 2018(05): 150-156 .
    56. 石小磊，李良辉. 蚌埠监测中心井水位、水温干扰度评估. 国际地震动态. 2017(09): 18-22 .
    57. 尹宏伟，张子广，韩文英，梁丽环，李凤，刘静. 河北黄骅井水位阶变异常研究. 地震工程学报. 2017(S1): 161-167 .
    58. 许璐，张智慧，邢喜民. 新疆精河6.6级地震前温泉水平摆异常特征分析. 中国地震. 2017(04): 741-748 .
    59. 李利波，张立，毛慧玲，罗睿洁. 滇南地区降雨量与水位变化的关系——以澄江井、建水井为例. 震灾防御技术. 2017(01): 230-239 .
    60. 方震，孙盼盼，李军辉，李玲利，汪丹丹，王远. 2012年10月后皖27井水位下降成因分析. 地震. 2016(02): 85-93 .
    61. 邢喜民，李桂荣，张涛. GPS垂直分量与温度、气压的相关性分析及影响机制探讨. 地震. 2016(01): 117-125 .
    62. 邢喜民，孙吉泽，张治广. 乌什台钻孔体应变年频段及日频段信息的影响因素探索. 大地测量与地球动力学. 2016(05): 456-459 .
    63. 杨百存，秦四清，薛雷，吴晓娲，张珂. 究竟有无可靠的大地震短临物理前兆?. 地球物理学进展. 2016(05): 2020-2026 .
    64. 张磊，刘耀炜，任宏微，郭丽爽. 氢氧稳定同位素在地下水异常核实中的应用. 地震地质. 2016(03): 721-731 .
    65. 章鑫，杜学彬，张元生，张丽峰. 京津冀地区多种地球物理观测对天津爆炸事件的响应. 地震学报. 2016(02): 283-297+329 . 本站查看
    66. 范雪芳，刘国俊，王霞，闫亚荣，梁建华. 山西运城东郭井水位异常变化成因研究. 华南地震. 2016(02): 60-69 .
    67. 张涛，朱成英，高小其，张磊，阿里木江·麦麦提依明，桂荣. 新疆伽师55井水位大幅异常实验分析. 内陆地震. 2016(03): 266-270 .
    68. 高守全，何案华，李晓东，邹广，陈大柱，赵刚，张新成，汪成国. 新疆温泉县温泉及其水温前兆台阵式观测设想. 内陆地震. 2016(04): 377-385 .
    69. 孟维斌，王建荣，王燕. 甘肃天水元龙井水位和清水李沟井流量映震能力与无震异常分析. 地震工程学报. 2016(S1): 113-118 .
    70. 李利波，李琼，胡小静，高文斐，张立，张彬. 云南宁洱井低水位异常分析及地震预测. 中国地震. 2016(04): 718-728 .
    71. 曾文浩，杨兴悦，史继平，黄琤琤，宋婷. 2013年甘肃岷县漳县M_S6.6地震前甘东南地区前兆异常分析. 地震研究. 2015(03): 341-351+517 .
    72. 冯亮亮，邵辉成，赵小茂，王新. 多尺度小波变换在甘东南水氡资料处理中的应用. 国际地震动态. 2015(08): 33-39 .
    73. 张永久，官致君. 芦山M_S7.0地震前川42井水位异常浅析. 内陆地震. 2015(02): 99-106 .
    74. 邢喜民，张涛. 分段回归在剔除精河、库尔勒水平摆气象因素影响的探索. 地震工程学报. 2015(02): 623-628 .
    75. 杨莉，高曙德，张立红，徐锡泉，王军燕，叶媛媛，韩英. 2012年金塔5.4级地震前兆异常时空演化特征研究. 地震工程学报. 2015(04): 1095-1102 .
    76. 张磊，刘耀炜，孙小龙，方震. 基于水化学和物理方法的井水位异常分析. 地震地质. 2014(02): 513-522 .
    77. 李惠玲，张登科，高云峰，穆慧敏，高文玉. 山西大同镇川井水位各类异常特征与成因分析. 山西地震. 2014(03): 21-26+37 .
    78. 王小娟，李旭升，牛延平，田野. 四川汶川8.0级地震地下流体异常分析. 地震工程学报. 2014(03): 688-696 .
    79. 杨芬，李孝宾，薛艳. 滇西实验场地震中短临动态跟踪综合预测方案及其实践运用. 震灾防御技术. 2014(S1): 590-599 .
    80. 孙小龙，刘耀炜，晏锐. 云南姚安井2009年10月后水位下降的成因分析. 地震学报. 2013(03): 410-420+451 . 本站查看
    81. Zheming Shi，Guangcai Wang，Chenglong Liu. Advances in research on earthquake fluids hydrogeology in China:a review. Earthquake Science. 2013(06): 415-425 .
    82. 冯亮亮，孙宗强，赵韬，王月东. 宝鸡市上王地震台咸水渠泉水氡动态变化影响因素探讨. 防灾科技学院学报. 2013(04): 43-48 .
    83. 王梅，季爱东，徐长鹏，王鹏. 环境干扰事件引起的“形变异常变化”. 国际地震动态. 2013(01): 15-19 .
    84. 李华，杨林根. 皖14井地下水观测资料变化的原因剖析. 华南地震. 2013(03): 85-91 .
    85. 吕芳，李冬梅，程冬焱，胡玉良，刘国俊. 山西夏县东郭井水位水温巨幅异常变化调查与分析. 山西地震. 2013(04): 31-36 .
    86. 穆慧敏，程冬焱，胡玉良，赵晓芸，张正霞，李惠玲. 山西省地下水位干扰异常特征分析. 山西地震. 2013(01): 16-20 .
    87. 杨兴悦，王燕，王建荣，田野，周建强. 甘东南地下流体异常与甘肃岷县6.6级地震关系探讨. 地震工程学报. 2013(04): 808-815 .

    Other cited types(9)

Catalog

    Get Citation
    PDF
    XML
    Article views (1159) PDF downloads (53) Cited by(96)
    Turn off MathJax
    Article Contents
    Abstract
    References
    Related Articles

    Supported by: Beijing Renhe Information Technology Co., Ltd.   

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return