Log in

A combined approach using b-value and ionospheric GPS-TEC for large earthquake precursor detection: a case study for the Colima earthquake of 7.7 Mw, Mexico

  • Original Study
  • Published:
Acta Geodaetica et Geophysica Aims and scope Submit manuscript

Abstract

Possible ionospheric TEC precursor and crustal stress (b-value) precursor related to the Mw 7.7 Colima earthquake of September 19, 2022, were analyzed in the present study. b-value analysis was conducted using the Gutenberg-Richter law. Results indicate a decrease in the b-value towards the western part of Colima Rift and Michoacan Block due to an increase in the effective stress level before major earthquakes. Further, the Poisson probability was also computed from the derived data that indicates the probability of 82% occurrence for a 7.7 Mw earthquake. In addition, several negative anomalies in TEC (Total Electron Content) before the 7.7 Mw Colima earthquake were observed by GPS data. A distinct anomaly was observed on 22 August and 6 September, 2022, 28 and 13 days before the earthquake. The study also found that TEC values were significantly low in areas with lower b-values, indicating a higher probability of larger earthquakes. Additionally, a low TEC zone was detected near the epicenter before the earthquake using TEC data from a dense network of 57 GPS sites in Mexico.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

References

  • Abba I, Abidin WAWZ, Masri T, ** KH, Muhammad MS, Pai BV (2015) Ionospheric effects on GPS signal in low-latitude region: a case study review of south east Asia and Africa. Niger J Technol 34(3):523–529. https://doi.org/10.4314/njt.v

    Article  Google Scholar 

  • Abdu MA (2005) Equatorial ionosphere–thermosphere system: electrodynamics and irregularities. Adv Space Res 35(5):771–787

    Article  Google Scholar 

  • Adewale AO, Oyeyemi EO, Adeniyi JO, Adeloye AB, Oladipo OA (2011) Comparison of total electron content predicted using the IRI-2007 model with GPS observation along Lagos, Nigeria. Indian J Radio Space Phys 40:21–25

    Google Scholar 

  • Afraimovich EL, Voeykov SV, Perevalova NP, Vodyannikov VV, Gordienko GI, Litvinov YG, Yakovets AF (2007) Ionospheric effects of the March 29, 2006, solar eclipse over Kazakhstan. Geomag Aeron 47:461–469

    Article  Google Scholar 

  • Aki K (1965) Maximum likelihood estimate of b in the formula log N = a-bM and its confidence limits. Bull Earthq Res Inst Tokyo Univ 43:237–239

    Google Scholar 

  • Alonso-Henar J, Álvarez-Gómez JA, Martínez-Díaz JJ (2017) Neogene-quaternary evolution from transpressional to transtensional tectonics in Northern Central America controlled by cocos: caribbean subduction coupling change. J Iber Geol 43(3):519–538

    Article  Google Scholar 

  • Anbazhagan P, Bajaj K, Patel S (2015) Seismic hazard maps and spectrum for Patna considering region-specific seismotectonic parameters. Nat Hazards 78:1163–1195

    Article  Google Scholar 

  • Andreeva ES, Franke SJ, Yeh KC, Kunitsyn VE (2000) Some features of the equatorial anomaly revealed by ionospheric tomography. Geophys Res Lett 27(16):2465–2468

    Article  Google Scholar 

  • Atwater T, Stock J (1998) Pacific-north america plate tectonics of the neogene southwestern united states: an update. Int Geol Rev 40(5):375–402

    Article  Google Scholar 

  • Baranov SV, Shebalin PN (2019) Global statistics of aftershocks following large earthquakes: independence of times and magnitudes. J Volcanol Seismolog 13:124–130

    Article  Google Scholar 

  • Baselga Moreno S (2020) A combined estimator using TEC and b-value for large earthquake prediction. Acta Geod et Geophys Hungarica 55(1):63–82. https://doi.org/10.1007/s40328-019-00281-5

    Article  Google Scholar 

  • Bender B (1983) Maximum likelihood estimation of b values for magnitude grouped data. Bull Seismol Soc Am 73(3):831–851

    Article  Google Scholar 

  • Bernal-López LA, Garibaldi BR, León Soto G, Valenzuela RW, Escudero CR (2016) Seismic anisotropy and mantle flow driven by the cocos slab under Southern Mexico. Pure Appl Geophys 173(10–11):3373–3393

    Article  Google Scholar 

  • Bhattacharya PM, Kayal JR (2003) Map** the b-value and its correlation with the fractal dimension in the northeast region of India. Geol Soc India 62(6):680–695

    Google Scholar 

  • Bhattacharya PM, Kayal JR, Baruah S, Arefiev SS (2010) Earthquake source zones in northeast India: seismic tomography, fractal dimension and b value map**. Seism Earthq Forecast Frank Evison vol II 145–158

  • Bridges DL, Gao SS (2006) Spatial variation of seismic b-values beneath Makushin Volcano, Unalaska Island, Alaska. Earth Planet Sci Lett 245(1–2):408–415

    Article  Google Scholar 

  • Brudzinski MR, Schlanser KM, Kelly NJ, DeMets C, Grand SP, Márquez-Azúa B, Cabral-Cano E (2016) Tectonic tremor and slow slip along the northwestern section of the Mexico subduction zone. Earth Planet Sci Lett 454:259–271

    Article  Google Scholar 

  • Burroughs SM, Tebbens SF (2002) The upper-truncated power law applied to earthquake cumulative frequency-magnitude distributions: evidence for a time-independent scaling parameter. Bull Seismol Soc Am 92(8):2983–2993. https://doi.org/10.1785/0120010191

    Article  Google Scholar 

  • Camacho M, Alvarez R (2020) Gravimetric analysis of the rifts and volcanic fields of the Jalisco Block, Mexico. Tectonophysics 791(February):228577

    Article  Google Scholar 

  • Chakraborty M, Fenner D, Li W, Faber J, Zhou K, Rümpker G, Srivastava N (2022) CREIME—a convolutional recurrent model for earthquake identification and magnitude estimation. J Geophys Res Solid Earth 127(7):e2022JB024595

    Article  Google Scholar 

  • Chasanah U, Handoyo E (2021) Determination the magnitude of completeness, b-value and a-value for seismicity analysis in East Java, Indonesia. In: Journal of physics: conference series, vol 1805, no 1. IOP Publishing, Bristol, p 012009

  • Chiba K, Shimizu H (2018) Spatial and temporal distributions of b-value in and around Shinmoe-dake, Kirishima volcano, Japan. Earth, Planets Space 70(1):1–9

    Article  Google Scholar 

  • Colonna R, Filizzola C, Genzano N, Lisi M, Tramutoli V (2023) Optimal setting of earthquake-related ionospheric TEC (total electron content) anomalies detection methods: long-term validation over the Italian Region. Geosciences 13:150

    Article  Google Scholar 

  • Cosenza-Muralles B, DeMets C, Márquez-Azúa B, Sánchez O, Stock J, Cabral-Cano E, Mccaffrey R (2021) Co-seismic and post-seismic deformation for the 1995 Colima-Jalisco and 2003 Tecomán thrust earthquakes, Mexico subduction zone, from modelling of GPS data. Geophys J Int 228(3):2137–2173

    Article  Google Scholar 

  • Davies JH (1992) Lower bound estimate of average earthquake mislocation from variance of travel-time residuals. Phys Earth Planet Inter 75(1–3):89–101

    Article  Google Scholar 

  • DeMets C, Gordon RG, Argus DF (2010) Geologically current plate motions. Geophys J Int 181(1):1–80

    Article  Google Scholar 

  • Dey S, Singh RP (2003) Surface latent heat flux as an earthquake precursor. Nat Hazards Earth Syst Sci 3(6):749–755

    Article  Google Scholar 

  • Dobrovolsky IP, Zubkov SI, Miachkin VI (1979) Estimation of the size of earthquake preparation zones. Pure appl Geophys 117(5):1025–1044

    Article  Google Scholar 

  • Doğan B, Karakaş A (2013) Geometry of co-seismic surface ruptures and tectonic meaning of the 23 October 2011 Mw 7.1 Van earthquake (East Anatolian Region, Turkey). J Struct Geol 46:99–114

    Article  Google Scholar 

  • Dong L, Zhang X, Du X (2022) Analysis of ionospheric perturbations possibly related to Yangbi Ms6. 4 and Maduo Ms7. 4 earthquakes on 21 May 2021 in China using GPS TEC and GIM TEC Data. Atmosphere 13(10):1725

    Article  Google Scholar 

  • Fiedler GB (1974) Local b-values related to seismicity. Tectonophysics 23(3):277–282

    Article  Google Scholar 

  • Filizzola C, Corrado A, Genzano N, Lisi M, Pergola N, Colonna R, Tramutoli VRST (2022) Analysis of anomalous TIR sequences in relation with earthquakes occurred in Turkey in the period 2004–2015. Remote Sens 14:381

    Article  Google Scholar 

  • Franke SJ, Yeh KC, Andreeva ES, Kunitsyn VE (2003) A study of the equatorial anomaly ionosphere using tomographic images. Radio Sci 38(1):11–11

    Article  Google Scholar 

  • Freund FT (2003) Rocks that crackle and sparkle and glow: strange pre-earthquake phenomena. J Sci Explor 17(1):37–71

    Google Scholar 

  • Freund F (2010) Toward a unified solid-state theory for pre-earthquake signals. Acta Geophys 58:719–766

    Article  Google Scholar 

  • Freund FT, Takeuchi A, Lau BW (2006) Electric currents streaming out of stressed igneous rocks–a step towards understanding pre-earthquake low frequency EM emissions. Phys Chem Earth Parts A/B/C 31(4–9):389–396

    Article  Google Scholar 

  • Frey HM, Lange RA, Hall CM, Delgado-Granados H, Carmichael ISE (2007) A pliocene ignimbrite flare-up along the Tepic-Zacoalco rift: evidence for the initial stages of rifting between the Jalisco Block (Mexico) and North America. Bull Geol Soc Am 119(1–2):49–64

    Article  Google Scholar 

  • Ghosh S, Chowdhury S, Kundu S, Sasmal S, Politis DZ, Potirakis SM, Hayakawa M, Chakraborty S, Chakrabarti SK (2022) Unusual surface latent heat flux variations and their critical dynamics revealed before strong earthquakes. Entropy 24:23. https://doi.org/10.3390/e24010023

    Article  Google Scholar 

  • Görgün E, Zang A, Bohnhoff M, Milkereit C, Dresen G (2009) Analysis of Izmit aftershocks 25 days before the November 12th 1999 Düzce earthquake, Turkey. Tectonophysics 474(3–4):507–515

    Article  Google Scholar 

  • Guevara R, Yutsis V, Varley N, Almaguer J, Calderón-Moctezuma A, Guevara-Mansilla O (2021) Geophysical determination of the Jalisco and Michoacán Blocks boundaries along the Colima Graben. J S Am Earth Sci 109:103208

    Article  Google Scholar 

  • Gunti S, Roy P, Narendran J, Pudi R, Muralikrishnan S, Kumar KV, Kumar BS (2022) Assessment of geodetic strain and stress variations in Nepal due to 25 April 2015 Gorkha earthquake: Insights from the GNSS data analysis and b-value. Geodesy Geodynamics 13(3):288–300

    Article  Google Scholar 

  • Gutenberg B, Richter CF (1944) Frequency of earthquakes in California. Bull Seismol Soc Am 34:185e188

    Article  Google Scholar 

  • Gutierrez QJ, Escudero CR, Núñez-Cornú FJ (2015) Geometry of the rivera–cocos subduction zone inferred from local seismicity. Bull Seismol Soc Am 105(6):3104–3113

    Article  Google Scholar 

  • Gwal AK, Santosh J, Gopal P, Gujar YS (2011) Study of ionospheric perturbations during strong seismic activity by correlation analysis method. Asian J Earth Sci 4(4):214

    Article  Google Scholar 

  • Hayakawa M (2009) Lower ionospheric perturbations associated with earthquakes, as detected by sub ionospheric VLF/LF radio signals. In: Hayakawa M. (ed) Electromagnetic phenomena associated with earthquakes. Transworld Research Network, Trivandrum, pp 137–186

  • Heki K, ** J (2005) Directivity and apparent velocity of the coseismic ionospheric disturbances observed with a dense GPS array. Earth Planet Sci Lett 236(3–4):845–855

    Article  Google Scholar 

  • Imoto M (1991) Changes in the magnitude—frequency b-value prior to large (M⩾ 6.0) earthquakes in Japan. Tectonophysics 193(4):311–325

    Article  Google Scholar 

  • Jonah OF, De Paula ER, Kherani EA, Dutra SLG, Paes RR (2014) Atmospheric and ionospheric response to sudden stratospheric warming of January 2013. J Geophys Res Space Phys 119(6):4973–4980

    Article  Google Scholar 

  • Kandalyan RA, AlQuran MK (2010) Ionosphere scintillation and earthquakes. Jordan J Phys 3(2):69–76

    Google Scholar 

  • Katsumata K (2006) Imaging the high b-value anomalies within the subducting Pacific plate in the Hokkaido corner. Earth, Planets Space 58:e49–e52

    Article  Google Scholar 

  • Khan PK, Ghosh M, Chakraborty PP, Mukherjee D (2011) Seismic b-value and the assessment of ambient stress in Northeast India. Pure Appl Geophys 168(2011):1693–1706

    Article  Google Scholar 

  • Kijko A (2004) Estimation of the maximum earthquake magnitude, m max. Pure Appl Geophys 161:1655–1681

    Article  Google Scholar 

  • Kumar S, Singh AK (2017) Ionospheric precursors observed in TEC due to earthquake of Tamenglong on 3 January 2016. Curr Sci 113:795–801

    Article  Google Scholar 

  • Leptokaropoulos KM, Karakostas VG, Papadimitriou EE, Adamaki AK, Tan O, İnan S (2013) A homogeneous earthquake catalog for Western Turkey and magnitude of completeness determination. Bull Seismol Soc Am 103(5):2739–2751

    Article  Google Scholar 

  • Li Y, Shan X, Zhu C, Qiao X, Zhao L, Qu C (2020) Geodetic model of the 2018 Mw 7.2 pinotepa, Mexico, earthquake inferred from insar and GPS data. Bull Seismol Soc Am 110(3):1115–1124

    Article  Google Scholar 

  • Liu JY, Chuo YJ, Shan SJ, Tsai YB, Chen YI, Pulinets SA (2004) Yu SB (2004) Pre-earthquake ionospheric anomalies registered by continuous GPS TEC measurements. Annales Geophys 22:1585–1593

    Article  Google Scholar 

  • Liu JY, Le H, Chen YI, Chen CH, Liu L, Wan W, Chen MQ (2011) Observations and simulations of seismoionospheric GPS total electron content anomalies before the 12 January 2010 M7 Haiti earthquake. J Geophys Res Space Phys 116:A4

    Google Scholar 

  • López-Urias C, Vazquez-Becerra GE, Nayak K, López-Montes R (2023) Analysis of Ionospheric Disturbances during X-Class Solar Flares (2021–2022) Using GNSS Data and Wavelet Analysis. Remote Sens 15:4626

    Article  Google Scholar 

  • Malcolm S, Jean B, Herbert MQ (1995) Geophysical parametrization and interpolation of irregular data using natural neighbours. Geophys J Int 122:837–857

    Article  Google Scholar 

  • Malik JN, Nakata T (2003) Active faults and related Late Quaternary deformation along the northwestern Himalayan Frontal Zone, India. Annals of Geophysics

  • Marchetti D, De Santis A, Campuzano SA, Zhu K, Soldani M, D’Arcangelo S, Orlando M, Wang T, Cianchini G, Di Mauro D et al (2022) Worldwide Statistical Correlation of Eight Years of Swarm Satellite Data with M5.5 + Earthquakes: New Hints about the Preseismic Phenomena from Space. Remote Sens 14:2649

    Article  Google Scholar 

  • Marquez-Azua B, DeMets C (2009) Deformation of Mexico from continuous GPS from 1993 to 2008. Geochem Geophys Geosyst 10(2):1–16

    Article  Google Scholar 

  • Maury J, Ide S, Cruz-Atienza VM, Kostoglodov V, González-Molina G, Pérez-Campos X (2016) Comparative study of tectonic tremor locations: characterization of slow earthquakes in Guerrero, Mexico. J Geophys Res Solid Earth 121(7):5136–5151

    Article  Google Scholar 

  • Motaghi K, Hessami K, Tatar M (2010) Pattern recognition of major asperities using local recurrence time in Alborz Mountains, Northern Iran. J Seismolog 14:787–802

    Article  Google Scholar 

  • Mousavi SM (2017) Spatial variation in the frequency-magnitude distribution of earthquakes under the tectonic framework in the Middle East. J Asian Earth Sci 147:193–209

    Article  Google Scholar 

  • Muldashev IA, Sobolev SV (2020) What controls maximum magnitudes of giant subduction earthquakes? Geochem Geophys Geosyst 21(9):e2020GC009145. https://doi.org/10.1029/2020GC009145

    Article  Google Scholar 

  • Mulic M, Natras R (2018) Ionosphere TEC variations over Bosnia and Herzegovina using GNSS data. New Advanced GNSS and 3D Spatial Techniques: Applications to Civil and Environmental Engineering, Geophysics, Architecture, Archeology and Cultural Heritage. Springer International Publishing, pp 271–283.

  • Nayak K, López-Urías C, Romero-Andrade R, Sharma G, Guzmán-Acevedo GM, Trejo-Soto ME (2023) Ionospheric total electron content (TEC) anomalies as earthquake precursors: unveiling the geophysical connection leading to the 2023 Moroccan 6.8 Mw earthquake. Geosciences 13:319

    Article  Google Scholar 

  • Norsuzila Y, Abdullah M, Ismail M (2008) Leveling process of total electron content (TEC) using Malaysian global positioning system (GPS) data. Am J Eng Appl Sci 1

  • Nuannin P (2006) The potential of B-value variations as earthquake precursors for small and large events, vol 2006. Doctoral Dissertation edn. Acta Universitatis Upsaliensis

  • Núñez- Cornú Bernal-López LA, Garibaldi BR, León Soto G, Valenzuela RW, Escudero CR (2016) Seismic anisotropy and mantle flow driven by the Cocos slab under Southern Mexico. Pure Appl Geophys 173(10–11):3373–3393

    Article  Google Scholar 

  • Núñez-Cornú FJ, Sandoval JM, Alarcón E, Gómez A, Suárez-Plascencia C, Núñez D, Trejo-Gómez E, Mariscal OS, Ortiz JGC, Zúñiga-Medina LM (2018) The jalisco seismic accelerometric telemetric network (RESAJ). Seismol Res Lett 89(2A):363–372

    Article  Google Scholar 

  • Ondoh T, Hayakawa M (2006) Synthetic study of precursory phenomena of the M7. 2 Hyogo-ken Nanbu earthquake. Phys Chem Earth Parts A/B/C 31(4–9):378–388

    Article  Google Scholar 

  • Ortega R, Quintanar L, Rivera L (2014) Full moment tensor variations and isotropic characteristics of earthquakes in the gulf of California transform fault system. Pure Appl Geophys 171(10):2805–2817

    Article  Google Scholar 

  • Ouzounov D, Freund F (2004) Mid-infrared emission prior to strong earthquakes analyzed by remote sensing data. Adv Space Res 33(3):268–273

    Article  Google Scholar 

  • Ouzounov D, Liu D, Chunli K, Cervone G, Kafatos M, Taylor P (2007) Outgoing long wave radiation variability from IR satellite data prior to major earthquakes. Tectonophysics 431(1–4):211–220

    Article  Google Scholar 

  • Paudyal H (2012) Himalayan seismic activity: a concise picture. Himal Phys 26:35–37

    Article  Google Scholar 

  • Porto N, Jackson D, Rockwell T (2004) Maximum magnitude in relation to mapped fault length and fault rupture. AGU Fall Meeting Abstracts. -1. 0922

  • Pulinets SA (2004) Ionospheric precursors of earthquakes: recent advances in theory and practical applications. Terr Atmospheric Ocean Sci 15(3):413–435. https://doi.org/10.3319/TAO.2004.15.3.413(EP)

    Article  Google Scholar 

  • Pulinets S, Boyarchuk K (2004) Ionospheric precursors of earthquakes. Springer Science and Business Media, Heidelberg

    Google Scholar 

  • Pulinets SA, Contreras AL, Bisiacchi-Giraldi G, Ciraolo L (2005) Total electron content variations in the ionosphere before the Colima, Mexico, earthquake of 21 January 2003. Geofísica Int 44(4):369–377

    Article  Google Scholar 

  • Pulinets SA, Legen’Ka AD, Gaivoronskaya TV, Depuev VK (2003) Main phenomenological features of ionospheric precursors of strong earthquakes. J Atmos Solar Terr Phys 65(16–18):1337–1347

    Article  Google Scholar 

  • Reasenberg PA (1985) Second order moment of central California seismicity 1969-82. J Phys Res 90:5479–5495

    Article  Google Scholar 

  • Romero-Andrade R, Trejo-Soto ME, Nayak K, Hernández-Andrade D, Bojorquez-Pacheco N (2022) Lineament analysis as a seismic precursor: the El Mayor Cucapah earthquake of April 4, 2010 (MW7. 2), Baja California, Mexico. Geodesy and Geodynamics

  • Rosas-Elguera J, Ferrari L, Garduño-Monroy VH, Urrutia-Fucugauchi J (1996) Continental boundaries of the Jalisco Block and their influence in the Pliocene-Quaternary kinematics of western Mexico. Geology 24(10):921–924

    Article  Google Scholar 

  • Rydelek PA, Sacks IS (1989) Testing the completeness of earthquake catalogues and the hypothesis of self-similarity. Nature 337(6204):251–253

    Article  Google Scholar 

  • Saldaña-Zorrilla SO (2007) Socio-economic vulnerability to natural disasters in Mexico: rural poor, trade and public response [At head of title: Sede Subregional de la CEPAL en México]. (No. 621829). Naciones Unidas, CEPAL, Disaster Evaluation Unit. http://digitallibrary.un.org/record/621829

  • Saraf AK, Choudhury S (2005) Thermal remote sensing technique in the study of pre-earthquake thermal anomalies. J Ind Geophys Union 9(3):197–207

    Google Scholar 

  • Scholz CH (1968) The frequency-magnitude relation of microfracturing in rock and its relation to earthquakes. Bull Seismol Soc Am 58(1):399–415

    Article  Google Scholar 

  • Schorlemmer D, Neri G, Wiemer S, Mostaccio A (2003) Stability and significance tests for b-value anomalies: example from the Tyrrhenian Sea. Geophys Res Lett 30(16):1835

    Article  Google Scholar 

  • Schorlemmer D, Wiemer S, Wyss M (2004) Earthquake statistics at Parkfield: 1. Stationarity of b values. J Geophys Res Solid Earth 109:B12

    Google Scholar 

  • Seemala GP (2017) GPS-TEC analysis application. Technical document. http://seemala.blogspot.com. Accessed 10 Aug 2022

  • Selvans MM, Stock JM, Demets C, Sanchez O, Marquez-Azua B (2011) Constraints on Jalisco Block Motion and Tectonics of the Guadalajara Triple Junction from 1998–2001 Campaign GPS Data. Pure Appl Geophys 168(8–9):1435–1447

    Article  Google Scholar 

  • Shah M, Ahmed A, Ehsan M, Khan M, Tariq MA, Calabia A, Rahman Z (2020) Total electron content anomalies associated with earthquakes occurred during 1998–2019. Acta Astronautica 175:268–276

    Article  Google Scholar 

  • Sharifi MA, Farzaneh S (2016) Local ionospheric modeling using the localized global ionospheric map and terrestrial GPS. Acta Geophys 64:237e252

    Article  Google Scholar 

  • Sharma ML, Lindholm C (2012) Earthquake hazard assessment for Dehradun, Uttarakhand, India, including a characteristic earthquake recurrence model for the Himalaya Frontal Fault (HFF). Pure appl Geophys 169:1601–1617

    Article  Google Scholar 

  • Sharma G, Champatiray PK, Mohanty S, Gautam PKR, Kannaujiya S (2017) Global navigation satellite system detection of preseismic ionospheric total electron content anomalies for strong magnitude (Mw > 6) Himalayan earthquakes. J Appl Remote Sens 11(4):1

    Article  Google Scholar 

  • Sharma G, Champatiray PK, Mohanty S, Kannaujiya S (2017) Ionospheric TEC modelling for earthquakes precursors from GNSS data. Quatern Int 462:65–74

    Article  Google Scholar 

  • Sharma, G., Kannaujiya, S., Gautam, P. K. R., Taloor, A. K., Champatiray, P. K., & Mohanty, S. (2020). Crustal deformation analysis across Garhwal Himalaya: Part of western Himalaya using GPS observations. Quaternary International,575, 153–159.

    Google Scholar 

  • Sharma G, Saikia P, Walia D, Banerjee P, Raju PLN (2020) TEC anomalies assessment for earthquakes precursors in North-Eastern India and adjoining region using GPS data acquired during 2012–2018. Quaternary International 575:120–129

    Google Scholar 

  • Sichugova L, Fazilova D (2021) The lineaments as one of the precursors of earthquakes: a case study of Tashkent geodynamical polygon in Uzbekistan. Geodesy Geodynamics 12(6):399–404

    Article  Google Scholar 

  • Singh SK, Pacheco JF, Alcántara L, Reyes G, Ordaz M, Iglesias A, Anderson JG (2003) A preliminary report on the Tecomán, Mexico earthquake of 22 January 2003 (Mw 7.4) and its effects. Seismol Res Lett 74(3):279–289

    Article  Google Scholar 

  • Smith WD (1981) The b-value as an earthquake precursor. Nature 289(5794):136–139

    Article  Google Scholar 

  • Sompotan A (2015) Analysis of ionospheric precursor of earthquake using GIM-TEC, kriging and neural network

  • Soto GL, Ni JF, Grand SP, Sandvol E, Valenzuela RW, Speziale MG, González JMG, Reyes TD (2009) Mantle flow in the Rivera-Cocos subduction zone. Geophys J Int 179(2):1004–1012

    Article  Google Scholar 

  • Thomas EG, Baker JBH, Ruohoniemi JM, Coster AJ, Zhang SR (2016) The geomagnetic storm time response of GPS total electron content in the North American sector. J Geophys Res Space Phys 121(2):1744–1759

    Article  Google Scholar 

  • Tronin AA, Hayakawa M, Molchanov OA (2002) Thermal IR satellite data application for earthquake research in Japan and China. J Geodyn 33(4–5):519–534

    Article  Google Scholar 

  • Utsu T (1966) A statistical significance test of the difference in b-value between two earthquake groups. J Phys Earth 14(2):37–40

    Article  Google Scholar 

  • Warren NW, Latham GV (1970) An experimental study of thermally induced microfracturing and its relation to volcanic seismicity. J Phys Res 75(23):4455–4464

    Article  Google Scholar 

  • Westerhaus M, Wyss M, Yilmaz R, Zschau J (2002) Correlating variations of b values and crustal deformations during the 1990s may have pinpointed the rupture initiation of the M w = 7.4 Izmit earthquake of 1999 August 17. Geophys J Int 148(1):139–152

    Article  Google Scholar 

  • Wiemer S, Wyss M (1997) Map** the frequency-magnitude distribution in asperities: an improved technique to calculate recurrence times. J Geophys Res Solid Earth 102(1997):15115–15128

    Article  Google Scholar 

  • Wiemer S, Wyss M (2000) Minimum magnitude of completeness in earthquake catalogs: Examples from Alaska, the western United States, and Japan. Bull Seismol Soc Am 90(4):859–869

    Article  Google Scholar 

  • Wild U (1994) Ionosphere and geodetic satellite systems: permanent GPS tracking data for modelling and monitoring, Geod Geophys Arb Schweiz 48

  • Wu YM, Chen CC, Zhao L, Chang CH (2008) Seismicity characteristics before the 2003 Chengkung, Taiwan, earthquake. Tectonophysics 457(3–4):177–182

    Article  Google Scholar 

  • Wyss M, Hasegawa A, Nakajima J (2001) Source and path of magma for volcanoes in the subduction zone of northeastern Japan. Geophys Res Lett 28:1819–1822

    Article  Google Scholar 

  • Wyss M, Sammis CG, Nadeau RM, Wiemer S (2004) Fractal dimension and b-value on cree** and locked patches of the San Andreas fault near Parkfield, California. Bull Seismol Soc Am 94(2):410–421

    Article  Google Scholar 

  • Zaslavski Y, Parrot M, Blanc E (1998) Analysis of TEC measurements above active seismic regions. Phys Earth Planet Inter 105(3–4):219–228

    Article  Google Scholar 

  • Zhang X, Chen H, Liu J, Shen X, Miao Y, Du X, Qian J (2012) Ground-based and satellite DC-ULF electric field anomalies around Wenchuan M8. 0 earthquake. Adv Space Res 50(1):85–95

    Article  Google Scholar 

  • Zhao B, Wang M, Yu T, Wan W, Lei J, Liu L, Ning B (2008) Is an unusual large enhancement of ionospheric electron density linked with the 2008 great Wenchuan earthquake? J Geophys Res Space Phys. https://doi.org/10.1029/2008JA013613

    Article  Google Scholar 

  • Zobin VM (2011) Influence of Rivera-Cocos plate boundary geodynamics on earthquake intensity patterns: the 9 October 1995 (Mw 8.0) and 21 (22) January 2003 (Mw 7.5) earthquakes. Pure Appl Geophys 168(8–9):1355–1361

    Article  Google Scholar 

  • Zobin VM, Plascencia I (2022) Seismic risk in the State of Colima, México: application of a simplified methodology of the seismic risk evaluation for the localities with low-rise, non-engineered housing. Geofísica Int 61(2):113–143

    Google Scholar 

Download references

Acknowledgements

This work was carried out with the support (CVU: 1182470) of the National Council of Science and Technology (CONACyT) in Mexico. The authors express their gratitude to International GNSS Services (IGS), UNAVCO, and National Oceanic and Atmospheric Administration (NOAA) for providing high-quality data for their analysis. They also acknowledge the National Seismological Service in Mexico for providing the seismological data used in the study. The authors extend thanks to the staff of SSN for their role in station maintenance, data acquisition, and distribution. Finally, the authors offer their sincere appreciation to Gopi Seemala for sharing the GPS-TEC v3.2 software, which was used for the vTEC estimation.

Author information

Authors and Affiliations

Authors

Contributions

Data collection, process, and analysis were performed by KN, JLCZ, CLU, and RRA. The manuscript was written by KN and JLCZ. GS and RRA made suggestions on data process and interpretation. METS and SPA reviewed and modified the manuscript. All authors commented on previous versions of the manuscript and read and approved the final manuscript.

Corresponding author

Correspondence to Karan Nayak.

Ethics declarations

Conflict of interest

The authors declare no conflicts of interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Nayak, K., Romero-Andrade, R., Sharma, G. et al. A combined approach using b-value and ionospheric GPS-TEC for large earthquake precursor detection: a case study for the Colima earthquake of 7.7 Mw, Mexico. Acta Geod Geophys 58, 515–538 (2023). https://doi.org/10.1007/s40328-023-00430-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40328-023-00430-x

Keywords

Navigation