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Observed TEC Anomalies by GNSS Sites Preceding the Aegean Sea Earthquake of 2014

Yıl 2016, Sayı: 108, 59 - 67, 01.12.2016

Öz

In recent years, Total Electron Content TEC data, obtained from Global Navigation Satellites Systems GNSS receivers, has been widely used to detect seismo-ionospheric anomalies. In this study, Global Positioning System – Total Electron Content GPS-TEC data were used to investigate ionospheric abnormal behaviors prior to the 2014 Aegean Sea earthquake 40.305°N 25.453°E, 24 May 2014, 09:25:03 UT, Mw:6.9 . The data obtained from three Continuously Operating Reference Stations in Turkey CORS-TR and two International GNSS Service IGS sites near the epicenter of the earthquake is used to detect ionospheric anomalies before the earthquake. Solar activity index F10.7 and geomagnetic activity index Dst , which are both related to space weather conditions, were used to analyze these pre-earthquake ionospheric anomalies. An examination of these indices indicated high solar activity between May 8 and 15, 2014. The first significant increase positive anomalies in Vertical Total Electron Content VTEC was detected on May 14, 2014 or 10 days before the earthquake. This positive anomaly can be attributed to the high solar activity. The indices do not imply high solar or geomagnetic activity after May 15, 2014. Abnormal ionospheric TEC changes negative anomaly were observed at all stations one day before the earthquake. These changes were lower than the lower bound by approximately 10-20 TEC unit TECU , and may be considered as the ionospheric precursor of the 2014 Aegean Sea earthquake.

Kaynakça

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  • Bruevich E.A., Bruevich V.V., Yakunina G.V., (2014), Changed relation between solar 10.7-cm radio flux and some activity indices which describe the radiation at different altitudes of atmosphere during cycles 21-23, Journal of Astrophysics and Astronomy, 35, 1-15.
  • Calais E., Minster J.B., (1995), GPS Detection of ionospheric perturbations following the January 17, 1994, Northridge earthquake, Geophysical Research Letters, 22, 1045-1048.
  • Calais E., Minster J.B., (1998), GPS, earthquakes, the ionosphere, and the space shuttle, Physics of the Earth and Planetary Interiors, 105, 167-181.
  • Chakraborty M., Kumar S., De B.K., Guha A., (2014), Latitudinal characteristics of GPS derived ionospheric TEC: a comparative study with IRI 2012 model, Annals of Geophysics, doi:10.4401/ ag-6438.
  • Chmyrev V.M., Isaev N.V., Serebryakova O.N., Sorokin V.M., Sobolev Y.P., (1997), Small-scale plasma inhomogeneities and correlated ELF emissions in the ionosphere over an earthquake region, Journal of Atmospheric and Solar-Terrestrial Physics, 59, 967-974.
  • Coley W.R., Stoneback R.A., Heelis R.A., Hairston M.R., (2014), Topside equatorial zonal ion velocities measured by C/NOFS during rising solar activity, Annales Geophysicae, 32, 69-75.
  • Contadakis M., Arabelos D., Pikridas C., Spatalas S., (2012), Total electron content variations over southern Europe before and during the M 6.3 Abruzzo earthquake of April 6, 2009, Annals of Geophysics, 55, 83-93.
  • Dach R., Hugentobler U., Fridez P., Meindl M., (2007), Manual of Bernese GPS Software Version5.0, Astronomical Institute, University of Bern, Bern.
  • Davies K., Baker D.M., (1965), Ionospheric effects observed around time of Alaskan earthquake of March 28 1964, Journal of Geophysical Research, 70, 2251-2253.
  • Dobrovolsky I.P., Zubkov S.I., Miachkin V.I., (1979), Estımation of the size of earthquake preparation zones, Pure and Applied Geophysics, 117, 1025-1044.
  • Durmaz M., Karslioglu M.O., (2014), Regional Vertical Total Electron Content (VTEC) modeling together with satellite and receiver Differential Code Biases (DCBs) using Semi-Parametric Multivariate Adaptive Regression B-splines (SP-BMARS), Journal of Geodesy, doi: 10.1007/s00190-014-0779-8.
  • Hasbi A.M., Ali M.A.M., Misran N., (2011), Ionospheric variations before some large earthquakes over Sumatra, Natural Hazards and Earth System Sciences, 11, 597-611.
  • Hobara Y., Parrot M., (2005), Ionospheric perturbations linked to a very powerful seismic event, Journal of Atmospheric and Solar- Terrestrial Physics, 67, 677-685.
  • Hsiao C.C., Liu J.Y., Oyama K.I., Yen N.L., Liou Y.A., Chen S.S., Miau J.J., (2010), Seismo-ionospheric precursor of the 2008 Mw7.9 Wenchuan earthquake observed by FORMOSAT-3/ COSMIC, GPS Solutions, 14, 83-89.
  • Jakowski N., Sardon E., Engler E., Jungstand A., Klahn D., (1996), Relationships between GPS-signal propagation errors and EISCAT observations. Annales Geophysicae, 14, 1429- 1436.
  • Jin R., Jin S.G., Feng G.P., (2012), M_DCB: Matlab code for estimating GNSS satellite and receiver differential code biases, GPS Solutions, 16(4), 541-548, doi: 10.1007/s10291-012-0279- 3.
  • Jyh-Woei L., (2011), Use of principal component analysis in the identification of the spatial pattern of an ionospheric total electron content anomalies after China's May 12, 2008, M=7.9 Wenchuan earthquake, Advances in Space Research, 47, 1983- 89.
  • Kamide Y., Yokoyama N., Gonzalez W., Tsurutani B.T., Daglis I.A., Brekke A., Masuda S., (1998), Two-step development of geomagnetic storms, Journal of Geophysical Research-Space Physics, 103, 6917-21.
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  • Komjathy A., Langley R., (1996), An assesment of predicted and measured ionospheric total electron content using a regional GPS network. paper presented at Nat. Tech. Meet., Inst. of Nav., Santa Monica, CA 22-24 January.
  • Krankowski A., Zakharenkhova I.E., Shagimuratov I.I., (2006), Response of the ionosphere to the Baltic Sea earthquake of 21 September 2004, Acta Geophysica, 54, 90-101.
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  • Lanyi G.E., Roth T., (1988), A comparison of mapped and measured total ionospheric electron content using global positioning system and beacon satellite observations. Radio Science, 23, 483-492.
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2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri

Yıl 2016, Sayı: 108, 59 - 67, 01.12.2016

Öz

Son yıllarda, Küresel Konumlandırma Uydu Sistemleri GNSS alıcılarından elde edilen İyonosferik Toplam Elektron İçeriği TEC değerleri, sismik anomalileri tespit etmede artan bir şekilde kullanılmaktadır. Bu çalışmada, Küresel Konumlandırma sistemi – Toplam Elektron İçeriği GPS-TEC değişimleri kullanılarak 2014 Ege Denizi depremi 40.305°N 25.453°E, 24 May 2014, 09:25:03 UT, Mw:6.9 öncesinde iyonosferik TEC’te gerçekleşen anormal değişimler araştırılmıştır. Deprem merkez üssü yakınındaki Türkiye Sabit GNSS Ağı’na TUSAGA-Aktif ait üç istasyon ve Uluslararası GNSS Servisi’ne IGS ait iki istasyondan elde edilen veriler kullanılarak deprem öncesi iyonosferik anomaliler tespit edilmiştir. Uzay iklim koşullarıyla ilişkili olan Güneş Aktivitesi İndeksi F10.7 ve Jeomanyetik Aktivite İndeksi Dst , deprem öncesi iyonosferik anomalileri analiz etmek için kullanılmıştır. Bu değerler incelendiğinde 8-15 Mayıs 2014 tarihleri arasında yüksek güneş aktivitesinin meydana geldiği görülmüştür. Düşey Toplam Elektron İçeriğindeki VTEC ilk anlamlı artış pozitif anomali depremden 10 gün önce 14 Mayıs 2014 tarihinde tespit edilmiştir. Bu değişim büyük ihtimalle yüksek güneş aktivitesinden dolayı gerçekleşmiştir. İndis değerleri, 15 Mayıs 2014 tarihinden sonra yüksek güneş aktivitesi veya Jeomanyetik aktivitenin gerçekleşmediğini vurgulamıştır. Depremden bir gün önce her istasyona ait iyonosferik TEC değişimlerinde anormal değişimler negatif anomali görülmüştür. Alt sınır değerden yaklaşık 10-20 TEC birimi TECU düşük olan bu değişimlerin 2014 Ege Denizi depreminin öncülü olabileceği düşünülmektedir.

Kaynakça

  • Afraimovich E.L., Kosogorov E.A., Perevalova N.P., Plotnikov A.V., (2001), The use of GPS arrays in detecting shock- acoustic waves generated during rocket launchings, Journal of Atmospheric and Solar-Terrestrial Physics, 63, 1941-1957.
  • Bruevich E.A., Bruevich V.V., Yakunina G.V., (2014), Changed relation between solar 10.7-cm radio flux and some activity indices which describe the radiation at different altitudes of atmosphere during cycles 21-23, Journal of Astrophysics and Astronomy, 35, 1-15.
  • Calais E., Minster J.B., (1995), GPS Detection of ionospheric perturbations following the January 17, 1994, Northridge earthquake, Geophysical Research Letters, 22, 1045-1048.
  • Calais E., Minster J.B., (1998), GPS, earthquakes, the ionosphere, and the space shuttle, Physics of the Earth and Planetary Interiors, 105, 167-181.
  • Chakraborty M., Kumar S., De B.K., Guha A., (2014), Latitudinal characteristics of GPS derived ionospheric TEC: a comparative study with IRI 2012 model, Annals of Geophysics, doi:10.4401/ ag-6438.
  • Chmyrev V.M., Isaev N.V., Serebryakova O.N., Sorokin V.M., Sobolev Y.P., (1997), Small-scale plasma inhomogeneities and correlated ELF emissions in the ionosphere over an earthquake region, Journal of Atmospheric and Solar-Terrestrial Physics, 59, 967-974.
  • Coley W.R., Stoneback R.A., Heelis R.A., Hairston M.R., (2014), Topside equatorial zonal ion velocities measured by C/NOFS during rising solar activity, Annales Geophysicae, 32, 69-75.
  • Contadakis M., Arabelos D., Pikridas C., Spatalas S., (2012), Total electron content variations over southern Europe before and during the M 6.3 Abruzzo earthquake of April 6, 2009, Annals of Geophysics, 55, 83-93.
  • Dach R., Hugentobler U., Fridez P., Meindl M., (2007), Manual of Bernese GPS Software Version5.0, Astronomical Institute, University of Bern, Bern.
  • Davies K., Baker D.M., (1965), Ionospheric effects observed around time of Alaskan earthquake of March 28 1964, Journal of Geophysical Research, 70, 2251-2253.
  • Dobrovolsky I.P., Zubkov S.I., Miachkin V.I., (1979), Estımation of the size of earthquake preparation zones, Pure and Applied Geophysics, 117, 1025-1044.
  • Durmaz M., Karslioglu M.O., (2014), Regional Vertical Total Electron Content (VTEC) modeling together with satellite and receiver Differential Code Biases (DCBs) using Semi-Parametric Multivariate Adaptive Regression B-splines (SP-BMARS), Journal of Geodesy, doi: 10.1007/s00190-014-0779-8.
  • Hasbi A.M., Ali M.A.M., Misran N., (2011), Ionospheric variations before some large earthquakes over Sumatra, Natural Hazards and Earth System Sciences, 11, 597-611.
  • Hobara Y., Parrot M., (2005), Ionospheric perturbations linked to a very powerful seismic event, Journal of Atmospheric and Solar- Terrestrial Physics, 67, 677-685.
  • Hsiao C.C., Liu J.Y., Oyama K.I., Yen N.L., Liou Y.A., Chen S.S., Miau J.J., (2010), Seismo-ionospheric precursor of the 2008 Mw7.9 Wenchuan earthquake observed by FORMOSAT-3/ COSMIC, GPS Solutions, 14, 83-89.
  • Jakowski N., Sardon E., Engler E., Jungstand A., Klahn D., (1996), Relationships between GPS-signal propagation errors and EISCAT observations. Annales Geophysicae, 14, 1429- 1436.
  • Jin R., Jin S.G., Feng G.P., (2012), M_DCB: Matlab code for estimating GNSS satellite and receiver differential code biases, GPS Solutions, 16(4), 541-548, doi: 10.1007/s10291-012-0279- 3.
  • Jyh-Woei L., (2011), Use of principal component analysis in the identification of the spatial pattern of an ionospheric total electron content anomalies after China's May 12, 2008, M=7.9 Wenchuan earthquake, Advances in Space Research, 47, 1983- 89.
  • Kamide Y., Yokoyama N., Gonzalez W., Tsurutani B.T., Daglis I.A., Brekke A., Masuda S., (1998), Two-step development of geomagnetic storms, Journal of Geophysical Research-Space Physics, 103, 6917-21.
  • Klobuchar J., (1986), Design and characteristics of the GPS ionospheric time-delay algorithm for single-frequency users, In: Procedings of the IEEE Position Location and Navigation Symposium (Las Vegas, November 4-7).
  • Klotz S., Johnson N.L. (Eds.), (1983), Encyclopedia of Statistical Sciences, John Wiley and Sons.
  • Komjathy A., (1997), Global ionospheric total electron content mapping using the global positioning system, Ph.D. Thesis, Dept. of Geodesy and Geomatics Engineering Technical Report No. 188. Univ. of New Brunswick, Fredericton, New Brunswick, Canada.
  • Komjathy A., Langley R., (1996), An assesment of predicted and measured ionospheric total electron content using a regional GPS network. paper presented at Nat. Tech. Meet., Inst. of Nav., Santa Monica, CA 22-24 January.
  • Krankowski A., Zakharenkhova I.E., Shagimuratov I.I., (2006), Response of the ionosphere to the Baltic Sea earthquake of 21 September 2004, Acta Geophysica, 54, 90-101.
  • Langley R., Fedrizzi M., Paula E., Santos M., Komjathy A., (2002), Mapping the low latitude ionosphere with GPS, GPSWorld 13(2), 41-46.
  • Lanyi G.E., Roth T., (1988), A comparison of mapped and measured total ionospheric electron content using global positioning system and beacon satellite observations. Radio Science, 23, 483-492.
  • Le H., Liu J.Y., Liu L., (2011), A statistical analysis of ionospheric anomalies before 736 M6.0+earthquakes during 2002-2010, Journal of Geophysical Research-Space Physics, doi:10.1029/2010JA015781.
  • Leick A., (2004), GPS Satellite Surveying, 3rd ed., John Wiley and Sons Inc., New Jersey.
  • Leonard R.S., Barnes R.A., (1965), Observation of ionospheric disturbances following Alaska earthquake, Journal of Geophysical Research, 70, 1250-1253.
  • Liao, X., (2000), Carrier phase based ionosphere recovery over a regional area GPS network, M.Sc. Thesis, University of Calgary, Canada.
  • Lin J., Wu Y., Zhu F., Qiao X., Zhou Y., (2009), Wenchuan earthquake ionosphere TEC anomaly detected by GPS, Chinese Journal of Geophysics-Chinese Edition, 52, 297-300.
  • Lin J., (2010), Ionospheric total electron content (TEC) anomalies associated with earthquakes through Karhunen-Loeve Transform (KLT), Terrestrial Atmospheric and Oceanic Sciences, 21, 253- 265.
  • Lin J., (2012), Ionospheric total electron content seismo- perturbation after Japan's March 11, 2011, M=9.0 Tohoku earthquake under a geomagnetic storm; a nonlinear principal component analysis, Astrophysics and Space Science, 341, 251- 258.
  • Liperovskaya E.V., Parrot M., Bogdanov V.V., Meister C.V., Rodkin M.V., Liperovsky V.A., (2006), On variations of f oF2 and F-spread before strong earthquakes in Japan, Natural Hazards and Earth System Sciences, 6, 735-739.
  • Liperovsky V.A., Pokhotelov O.A., Liperovskaya E.V., Parrot M., Meister C.V., Alimov O.A., (2000), Modification of sporadic E-layers caused by seismic activity, Surveys in Geophysics, 21, 449-486.
  • Liu J.Y., Chen Y.I., Pulinets S.A., Tsai Y.B., Chuo Y.J., (2000), Seismo-ionospheric signatures prior to M >= 6.0 Taiwan earthquakes, Geophysical Research Letters, 27, 3113-3116.
  • Liu J.Y., Chen Y.I., Chuo Y.J., Tsai H.F., (2001), Variations of ionospheric total electron content during the Chi-Chi earthquake, Geophysical Research Letters, 28, 1383-1386.
  • Liu J., Chuo Y., Shan S., Tsai Y., Chen Y., Pulinets S., Yu S., (2004), Pre-earthquake ionospheric anomalies registered by continuous GPS TEC measurements, Annales Geophysicae, 22, 1585-1593.
  • Liu J.Y., Tsai Y.B., Chen S.W., Lee C.P., Chen Y.C., Yen H.Y., Chang W.Y., Liu C., (2006), Giant ionospheric disturbances excited by the M9.3 Sumatra earthquake of 26 December 2004, Geophysical Research Letters, doi:10.1029/2005GL023963.
  • Liu J.Y., Chen S.W., Chen Y.C., Yen H.Y., Chang C.P., Chang W.Y., Tsai L.C., Chen C.H., Yang W.H., (2008), Seismo-ionospheric precursors of the 26 december 2006 m 7.0 Pingtung earthquake doublet, Terrestrial Atmospheric and Oceanic Sciences, 19, 751- 59.
  • Liu J.Y., Chen Y.I., Chen C.H., Liu C.Y., Chen C.Y., Nishihashi M., Li J.Z., Xia Y.Q., Oyama K.I., Hattori K., Lin C.H., (2009), Seismoionospheric GPS total electron content anomalies observed before the 12 May 2008 M(w)7.9 Wenchuan earthquake, Journal of Geophysical Research-Space Physics, doi:10.1029/2008JA013698.
  • Liu J.Y., Chen Y.I., Chen C.H., Hattori K., (2010), Temporal and spatial precursors in the ionospheric global positioning system (GPS) total electron content observed before the 26 December 2004 M9.3 Sumatra-Andaman Earthquake, Journal of Geophysical Research-Space Physics, doi:10.1029/2010JA015313.
  • Liu J.Y., Chen C.H., Lin C.H., Tsai H.F., Chen C.H., Kamogawa M., (2011), Ionospheric disturbances triggered by the 11 March 2011 M9.0 Tohoku earthquake, Journal of Geophysical Research- Space Physics, doi:10.1029/2011JA016761.
  • Mannucci A.J., Wilson B.D., Ewards C.D., (1993), A new method for monitoring the Earth’s ionosphere total electron content using the GPS global network, In: Proc. of ION GPS-93, Inst. of Navigation, pp.1323-1332.
  • Otsuka Y., Ogawa T., Saito A., Tsugawa T., Fukao S. Miyazaki S., (2002), A new technique for mapping of total electron content using GPS network in Japan, Earth Planets and Space, 54, 63-70.
  • Otsuka Y., Kotake N., Tsugawa T., Shiokawa K., Ogawa T., Effendy, Saito S., Kawamura M., Maruyama T., Hemmakorn N., Komolmis T., (2006), GPS detection of total electron content variations over Indonesia and Thailand following the 26 December 2004 earthquake, Earth Planets and Space, 58, 159- 65.
  • Parrot M., Achache J., Berthelier J.J., Blanc E., Deschamps A., Lefeuvre F., Menvielle M., Plantet J.L., Tarits P., Villain J.P., (1993), High-frequency seismo-electromagnetic effects, Physics of the Earth and Planetary Interiors, 77, 65-83.
  • Plotkin V.V., (2003), GPS detection of ionospheric perturbation before the 13 February 2001, El Salvador earthquake, Natural Hazards and Earth System Sciences, 3, 249-53.
  • Pulinets S.A., Legen'ka A.D., Gaivoronskaya T.V., Depuev V.K., (2003), Main phenomenological features of ionospheric precursors of strong earthquakes, Journal of Atmospheric and Solar-Terrestrial Physics, 65, 1337-1347.
  • Pulinets S.A., Boyarchuk K., (2004), Ionospheric Precursors of Earthquakes, Springer, Berlin.
  • Rao P.V.S.R., Niranjan K., Prasad D.S.V.V.D., Krishna S.G., Uma G., (2006), On the validity of the ionospheric pierce point (IPP) altitude of 350 km in the Indian equatorial and low-latitude sector, Annales Geophysicae, 24, 2159-2168.
  • Rios V.H., Kim V.P., Hegai V.V., (2004), Abnormal perturbations in the F2 region ionosphere observed prior to the great San Juan earthquake of 23 November 1977, Monitoring of Changes Related to Natural and Manmade Hazards Using Space Technology, 33, 323-27.
  • Rozhnoi A., Solovieva M.S., Molchanov O.A., Hayakawa M., (2004), Middle latitude LF (40 kHz) phase variations associated with earthquakes for quiet and disturbed geomagnetic conditions, Physics and Chemistry of the Earth, 29, 589-98.
  • Schaer S., Gurtner W., Feltens J., (1998), IONEX: The IONosphere Map EXchange format Version 1, Proceedings of the 1998 IGS Analysis Center Workshop, Darmstadt, Germany.
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  • Schmidt M., Bilitza D., Shum C.K., Zeilhofer C., (2008), Regional 4-D modeling of the ionospheric electron density, Advances in Space Research, 42, 782-790.
  • Silina A.S., Liperovskaya E.V., Liperovsky V.A., Meister C.V., (2001), Ionospheric phenomena before strong earthquakes, Natural Hazards and Earth System Sciences, 1, 113-118.
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  • Spogli L., Alfonsi L., Cilliers P.J., Correia E., De Franceschi G., Mitchell C.N., Romano V., Kinrade J., Angel Cabrera M., (2013), GPS scintillations and total electron content climatology in the southern low, middle and high latitude regions, Annals of Geophysics, doi:10.4401/ag-6240.
  • Trigunait A., Parrot M., Pulinets S., Li F., (2004), Variations of the ionospheric electron density during the Bhuj seismic event, Annales Geophysicae, 22, 4123-4131.
  • Vitinsky Y.I., Kopecky M., Kuklin G.V., (1986), Statistics of sunspot activity (in Russian), Nauka, Moscow.
  • Yao Y., Chen P., Wu H., Zhang S., Peng W., (2012), Analysis of ionospheric anomalies before the 2011 M-w 9.0 Japan earthquake, Chinese Science Bulletin, 57, 500-510.
  • Zakharenkova I.E., Krankowski A., Shagimuratov I.I., (2006), Modification of the low-latitude ionosphere before the 26 December 2004 Indonesian earthquake, Natural Hazards and Earth System Sciences, 6, 817-823.
  • Zakharenkova I., Shagimuratov I., Krankowski A., Lagovsky A., (2007), Precursory phenomena observed in the total electron content measurements before great Hokkaido earthquake of september 25, 2003 (M=8.3), Studia Geophysica Et Geodaetica, 51, 267-278.
  • Zakharenkova I., Shagimuratov I., Tepenitzina N., Krankowski A., (2008), Anomalous modification of the ionospheric total electron content prior to the 26 September 2005 Peru earthquake, Journal of Atmospheric and Solar-Terrestrial Physics, 70, 1919-1928.
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Toplam 67 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Bölüm Araştırma Makalesi
Yazarlar

Mustafa Ulukavak Bu kişi benim

Mualla Yalçınkaya Bu kişi benim

Yayımlanma Tarihi 1 Aralık 2016
Yayımlandığı Sayı Yıl 2016 Sayı: 108

Kaynak Göster

APA Ulukavak, M., & Yalçınkaya, M. (2016). 2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri. Jeodezi Ve Jeoinformasyon Dergisi(108), 59-67. https://doi.org/10.9733/jgg.280216.1t
AMA Ulukavak M, Yalçınkaya M. 2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri. hkmojjd. Aralık 2016;(108):59-67. doi:10.9733/jgg.280216.1t
Chicago Ulukavak, Mustafa, ve Mualla Yalçınkaya. “2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri”. Jeodezi Ve Jeoinformasyon Dergisi, sy. 108 (Aralık 2016): 59-67. https://doi.org/10.9733/jgg.280216.1t.
EndNote Ulukavak M, Yalçınkaya M (01 Aralık 2016) 2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri. Jeodezi ve Jeoinformasyon Dergisi 108 59–67.
IEEE M. Ulukavak ve M. Yalçınkaya, “2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri”, hkmojjd, sy. 108, ss. 59–67, Aralık 2016, doi: 10.9733/jgg.280216.1t.
ISNAD Ulukavak, Mustafa - Yalçınkaya, Mualla. “2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri”. Jeodezi ve Jeoinformasyon Dergisi 108 (Aralık 2016), 59-67. https://doi.org/10.9733/jgg.280216.1t.
JAMA Ulukavak M, Yalçınkaya M. 2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri. hkmojjd. 2016;:59–67.
MLA Ulukavak, Mustafa ve Mualla Yalçınkaya. “2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri”. Jeodezi Ve Jeoinformasyon Dergisi, sy. 108, 2016, ss. 59-67, doi:10.9733/jgg.280216.1t.
Vancouver Ulukavak M, Yalçınkaya M. 2014 Ege Denizi Depremi Öncesi GNSS İstasyonlarında Gözlemlenen TEC Anomalileri. hkmojjd. 2016(108):59-67.