Abstract
The main goal of this study was to survey a possible correlation between atmospheric parameters (air temperature, precipitation rate) and subsequent earthquakes in Iran and the surrounding Middle Eastern region. This research was carried out in response to previous work regarding atmospheric anomalies prior to major earthquake events. Area-averaged daily and monthly time-series data were compiled from global reanalyzed datasets for the study area between 1980 and 2018. The time-lagged correlation test through the cross-correlation function was examined to distinguish possible relationships between earthquake events and climatic elements within daily and monthly shifts. The results revealed that the precipitation has a strong ability to predict the earthquake series at least from 3½ months prior to the earthquakes. The estimated lagged correlation confirms a positive relationship between precipitation and subsequent earthquake events within 3 to 103 days lag-time (CCF= 0.036 to 0.046). Contrarily, no precursory relation was found between atmospheric temperature variations and subsequent earthquake events in Iran and the surrounding region.
Similar content being viewed by others
Notes
Modern-era retrospective analysis for research and applications ver. 2 (MERRA-2) Model [M2SDNXSLV v5.12.4] at 0.5×0.625 deg. resolution.
Global land data assimilation system (GLDAS) Model [CLSM025 v2.0] at 0.25×0.25 deg. resolution.
Tropical rainfall measuring mission (TRMM) [3B42 Daily v7] at 0.25×0.25 deg. resolution.
References
Azizi G, Khalili M (2013) An investigation of Iran’s precipitation anomalies in relation with atmospheric blocking. In: Helmis C, Nastos P (eds) Advances in meteorology, climatology and atmospheric physics. Springer Atmospheric Sciences. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29172-2_74
Blackett M, Wooster MJ, Malamud BD (2011) Exploring land surface temperature earthquake precursors: a focus on the Gujarat (India) earthquake of 2001. Geophys Res Lett 38:L15303. https://doi.org/10.1029/2011GL048282
Caesar J, Alexander LV, Trewin B, Tse-ring K, Sorany L, Vuniyayawa V, Keosavang N, Shimana A, Htay MM, Karmacharya J (2011) Changes in temperature and precipitation extremes over the Indo-Pacific region from 1971 to 2005. Int J Climatol 31(6):791–801. https://doi.org/10.1002/joc.2118
Cervone G, Maekawa S, Singh RP, Hayakawa M, Kafatos M, Shvets A (2006) Surface latent heat flux and nighttime LF anomalies prior to the Mw = 8.3 Tokachi-Oki earthquake. Nat Hazards Earth Syst Sci 6(1):109–114. https://doi.org/10.5194/nhess-6-109-2006
Daneshvar MRM, Freund FT (2017) Remote sensing of atmospheric and ionospheric signals prior to the Mw 8.3 Illapel Earthquake, Chile 2015. Pure Appl Geophys 174(1):11–45. https://doi.org/10.1007/s00024-016-1366-0
Daneshvar MRM, Freund FT (2019) Examination of a relationship between atmospheric blocking and seismic events in the Middle East using a new seismo-climatic index. Swiss J Geosci 112(2-3):435–451. https://doi.org/10.1007/s00015-019-00343-4
Daneshvar MRM, Freund FT (2021) Survey of a relationship between precipitation and major earthquakes along the Peru-Chilean trench (2000-2015). Eur Phys J Spec Top 230:335–351. https://doi.org/10.1140/epjst/e2020-000267-8
Daneshvar MRM, Bagherzadeh A, Tavousi T (2013) Assessment of bioclimatic comfort conditions based on physiologically equivalent temperature (PET) using the RayMan Model in Iran. Cent Eur J Geo 5(1):53–60. https://doi.org/10.2478/s13533-012-0118-7
Daneshvar MRM, Khosravi M, Tavousi T (2014a) Seismic triggering of atmospheric variables prior to the major earthquakes in the Middle East within a 12-year time-period of 2002-2013. Nat Hazards 74(3):1539–1553. https://doi.org/10.1007/s11069-014-1266-5
Daneshvar MRM, Tavousi T, Khosravi M (2014b) Synoptic detection of the short-term atmospheric precursors prior to a major earthquake in the Middle East, North Saravan M 7.8 earthquake, SE Iran. Air Qual Atmos Health 7:29–39. https://doi.org/10.1007/s11869-013-0214-y
Daneshvar MRM, Tavousi T, Khosravi M (2015) Atmospheric blocking anomalies as the synoptic precursors prior to the induced earthquakes; a new climatic conceptual model. Int J Environ Sci Technol 12(5):1705–1718. https://doi.org/10.1007/s13762-014-0731-8
Daneshvar MRM, Ebrahimi M, Nejadsoleymani H (2018) Investigation of mining-induced earthquakes in Iran within a time window of 2006-2013. J Seismol 22:1437–1450. https://doi.org/10.1007/s10950-018-9776-3
Daneshvar MRM, Ebrahimi M, Nejadsoleymani H (2019) An overview of climate change in Iran: facts and statistics. Environ Syst Res 8:7. https://doi.org/10.1186/s40068-019-0135-3
Daneshvar MRM, Ebrahimi M, Nejadsoleymani H, Mahmoudzadeh A (2020) Investigation of a seismic teleconnection model between Iran and Iceland regions during 1980-2018. Model Earth Syst Environ 6:2215–2224. https://doi.org/10.1007/s40808-020-00840-8
Darand M, Daneshvar MRM (2014) Regionalization of precipitation regimes in Iran using principal component analysis and hierarchical clustering analysis. Environ Process 1:517–532. https://doi.org/10.1007/s40710-014-0039-1
Darand M, Masoodian A, Nazaripour H, Daneshvar MRM (2015) Spatial and temporal trend analysis of temperature extremes based on Iranian climatic database. Arab J Geosci 8(10):8469–8480. https://doi.org/10.1007/s12517-015-1840-5
Dinpashoh Y, Fakheri-Fard A, Moghaddam M, Jahanbakhsh S, Mirnia M (2004) Selection of variables for the purpose of regionalization of Iran’s precipitation climate using multivariate methods. J Hydrol 297(1-4):109–123. https://doi.org/10.1016/j.jhydrol.2004.04.009
Dinpashoh Y, Mirabbasi R, ASCE SM, Jhajharia D, Abianeh HZ, Mostafaeipour A (2014) Effect of short-term and long-term persistence on identification of temporal trends. J Hydrol Eng 19(3):617–625. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000819
Dobrovolsky IP, Zubkov SI, Myachkin VI (1979) Estimation of the size of earthquake preparation zones. Pure Appl Geophys 117:1025–1044. https://doi.org/10.1007/BF00876083
Durao R, Pereira M, Costa MJ, Delgado AC, del Barriod J, Soares A (2010) Spatial-temporal dynamics of precipitation extremes in southern Portugal: a geostatistical assessment study. Int J Climatol 30:1526–1537. https://doi.org/10.1002/joc.1999
Fasullo JT, Trenberth KE (2012) A less cloudy future: the role of subtropical subsidence in climate sensitivity. Science 338(6108):792–794. https://doi.org/10.1126/science.1227465
Freund FT (2013) Earthquake forewarning—a multidisciplinary challenge from the ground up to space. Acta Geophys 61(4):775–807. https://doi.org/10.2478/s11600-013-0130-4
Freund FT, Freund MM (2015) Paradox of peroxy defects and positive holes in rocks part I: effect of temperature. J Asian Earth Sci 2015:373–383. https://doi.org/10.1016/j.jseaes.2015.04.047
Freund FT, Kulahci IG, Cyr G, Ling J, Winnick M, Tregloan-Reed J, Freund MM (2009) Air ionization at rock surfaces and pre-earthquake signals. J Atmos Sol Terr Phys 71(17-18):1824–1834. https://doi.org/10.1016/j.jastp.2009.07.013
Freund FT, Ouillon G, Scoville J, Sornette D (2021) Earthquake precursors in light of the peroxy defect theory: critical review of systematic observations. Eur Phys J Spec Top 230:7–46. https://doi.org/10.1140/epjst/e2020-000243-x
Geiß C, Taubenböck H (2013) Remote sensing contributing to assess earthquake risk: from a literature review towards a roadmap. Nat Hazards 68:7–48. https://doi.org/10.1007/s11069-012-0322-2
Ghalhari GF, Roudbari AD, Asadi M (2016) Identifying the spatial and temporal distribution characteristics of precipitation in Iran. Arab J Geosci 9:595. https://doi.org/10.1007/s12517-016-2606-4
Greenstreet SPR, Rogers SI, Rice JC, Piet GJ, Guirey EJ, Fraser HM, Fryer RJ (2011) Development of the EcoQO for the North Sea fish community. ICES J Mar Sci 68:1–11. https://doi.org/10.1093/icesjms/fsq156
Gröger JP, Fogarty MJ (2011) Broad-scale climate influences on cod (Gadus morhua) recruitment on Georges Bank. ICES ICES J Mar Sci 68:592–602. https://doi.org/10.1093/icesjms/fsq196
Hainzl S, Kraft T, Wassermann J, Igel H, Schmedes E (2006) Evidence for rainfall-triggered earthquake activity. Geophys Res Lett 33(19):L19303. https://doi.org/10.1029/2006GL027642
Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A (2005) Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 25(15):1965–1978. https://doi.org/10.1002/joc.1276
Husen S, Bachmann C, Giardini D (2007) Locally triggered seismicity in the central Swiss Alps following the large rainfall event of August 2005. Geophys J Int 171(3):1126–1134. https://doi.org/10.1111/j.1365-246X.2007.03561.x
Jiao ZH, Zhao J, Shan X (2018) Pre-seismic anomalies from optical satellite observations: a review. Nat Hazards Earth Syst Sci 18:1013–1036. https://doi.org/10.5194/nhess-18-1013-2018
Kraft T, Wassermann J, Schmedes E, Igel H (2006) Meteorological triggering of earthquake swarms at Mt. Hochstaufen, SE-Germany. Tectonophysics 424(3-4):245–258. https://doi.org/10.1016/j.tecto.2006.03.044
Liperovsky VA, Pokhotelov OA, Liperovskaya EV, Parrot M, Meister CV, Alimov OA (2000) Modification of sporadic E-layers caused by seismic activity. Surv Geophys 21(5-6):449–486. https://doi.org/10.1023/A:1006711603561
Lukovic J, Buric D, Ducic V, Doderovic M, Milevski I (2013) Assessment on temperature extremes in Montenegro. In: Helmis C, Nastos P (eds) Advances in meteorology, climatology and atmospheric physics. Springer Atmospheric Sciences. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29172-2_82
Ma J, Dong L, Zhao G, Li X (2019a) Ground motions induced by mining seismic events with different focal mechanisms. Int J Rock Mech Min Sci 116:99–110. https://doi.org/10.1016/j.ijrmms.2019.03.009
Ma J, Dong L, Zhao G, Li X (2019b) Qualitative method and case study for ground vibration of tunnels induced by fault-slip in underground mine. Rock Mech Rock Eng 52:1887–1901. https://doi.org/10.1007/s00603-018-1631-x
Mahmood I, Iqbal MF, Shahzad MI, Qaiser S (2017) Investigation of atmospheric anomalies associated with Kashmir and Awaran Earthquakes. J Atmos Sol Terr Phys 154:75–85. https://doi.org/10.1016/j.jastp.2016.12.018
Makkhan SJS, Parmar KS, Kaushal S, Soni K (2020) Correlation and time-series analysis of black carbon in the coal mine regions of India: a case study. Model Earth Syst Environ 6(2):659–669
Mignan A, Ouillon G, Sornette D, Freund F (2021) Global earthquake forecasting system (GEFS): the challenges ahead. Eur Phys J Spec Top 230:473–490. https://doi.org/10.1140/epjst/e2020-000261-8
Miller SA (2008) Note on rain-triggered earthquakes and their dependence on karst geology. Geophys J Int 173(1):334–338. https://doi.org/10.1111/j.1365-246X.2008.03735.x
Modarres R, Sarhadi A (2009) Rainfall trends analysis of Iran in the last half of the twentieth century. J Geophys Res 114:D3. https://doi.org/10.1029/2008JD010707
Modarres R, Sarhadi A, Burn DH (2016) Changes of extreme drought and flood events in Iran. Glob Planet Chang 144:67–81. https://doi.org/10.1016/j.gloplacha.2016.07.008
Muço B (1999) Statistical investigation on possible seasonality of seismic activity and rainfall-induced earthquakes in Balkan area. Phys Earth Planet Inter 114:119–127. https://doi.org/10.1016/S0031-9201(99)00051-5
Muço B (2014) The atmospheric water as a triggering factor for earthquakes in the central Virginia seismic zone. Nat Hazards 71(1):135–150. https://doi.org/10.1007/s11069-013-0902-9
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. https://doi.org/10.1016/j.tecto.2006.05.042
Parrot M, Tramutoli V, Liu TJY, Pulinets S, Ouzounov D, Genzano N, Lisi M, Hattori K, Namgaladze A (2021) Atmospheric and ionospheric coupling phenomena associated with large earthquakes. Eur Phys J Spec Top 230:197–225. https://doi.org/10.1140/epjst/e2020-000251-3
Piroddi L, Ranieri G, Freund F, Trogu A (2014) Geology, tectonics and topography underlined by L’Aquila earthquake TIR precursors. Geophys J Int 197:1532–1536. https://doi.org/10.1093/gji/ggu123
Probst WN, Stelzenmüller V, Ove Fock H (2012) Using cross-correlations to assess the relationship between time-lagged pressure and state indicators: an exemplary analysis of North Sea fish population indicators. ICES J Mar Sci 69(4):670–681. https://doi.org/10.1093/icesjms/fss015
Pulinets SA, Boyarchuk K (2004) Ionospheric precursors of earthquakes (p. 316). Berlin: Springer. https://doi.org/10.1007/b137616
Pulinets SA, Ouzounov D (2011) Lithosphere-atmosphere-ionosphere coupling (LAIC) model: an unified concept for earthquake precursors validation. J Asian Earth Sci 41(4-5):371–382. https://doi.org/10.1016/j.jseaes.2010.03.005
Pulinets SA, Ouzounov D, Karelin AV, Boyarchuk KA, Pokhmelnykh LA (2006) The physical nature of thermal anomalies observed before strong earthquakes. Phys Chem Earth 31(4-9):143–153. https://doi.org/10.1016/j.pce.2006.02.042
Qin K, Guo GM, Wu LX (2009) Surface latent heat flux anomalies preceding inland earthquakes in China. Earthq Sci 22(5):555–562. https://doi.org/10.1007/s11589-009-0555-7
Qin K, Wu LX, De Santis A, Meng J, Ma WY, Cianchini G (2012) Quasi-synchronous multi-parameter anomalies associated with the 2010-2011 New Zealand earthquake sequence. Nat Hazards Earth Syst Sci 12:1059–1072. https://doi.org/10.5194/nhess-12-1059-2012
Raziei T, Mofidi A, Santos JA, Bordi B (2012) Spatial patterns and regimes of daily precipitation in Iran in relation to large-scale atmospheric circulation. Int J Climatol 32(8):1226–1237. https://doi.org/10.1002/joc.2347
Rigo A, Béthoux N, Mason F, Ritz JF (2008) Seismicity rate and wave-velocity variations as consequences of rainfall: the case of the catastrophic storm of September 2002 in the Nîmes Fault region (Gard, France). Geophys J Int 173(2):473–482. https://doi.org/10.1111/j.1365-246X.2008.03718.x
Roushangar K, Alizadeh F, Adamowski J (2018) Exploring the effects of climatic variables on monthly precipitation variation using a continuous wavelet-based multiscale entropy approach. Environ Res 165:176–192. https://doi.org/10.1016/j.envres.2018.04.017
Saraf AK, Rawat V, Banerjee P, Choudhury S, Panda SK, Dasgupta S, Das JD (2008) Satellite detection of earthquake thermal precursors in Iran. Nat Hazards 47(1):119–135. https://doi.org/10.1007/s11069-007-9201-7
Shephard S, Reid DG, Greenstreet SPR (2011) Interpreting the large fish indicator for the Celtic Sea. ICES J Mar Sci 68:1963–1972. https://doi.org/10.1093/icesjms/fsr114
Soltani S, Saboohi R, Yaghmaei L (2012) Rainfall and rainy days trend in Iran. Clim Chang 110(1-2):187–213. https://doi.org/10.1007/s10584-011-0146-1
Somee BS, Ezani A, Tabari H (2012) Spatiotemporal trends and change point of precipitation in Iran. Atmos Res 113:1–12. https://doi.org/10.1016/j.atmosres.2012.04.016
Straile D, Eckmann R, Juengling T, Thomas G, Loeffler H (2007) Influence of climate variability on whitefish (Coregonus lavaretus) year-class strength in a deep, warm monomictic lake. Oecologia 151:521–529. https://doi.org/10.1007/s00442-006-0587-9
Tabari H, Talaee PH (2011) Temporal variability of precipitation over Iran: 1966-2005. J Hydrol 396(3-4):313–320. https://doi.org/10.1016/j.jhydrol.2010.11.034
Tabari H, AghaKouchak A, Willems P (2014) A perturbation approach for assessing trends in precipitation extremes across Iran. J Hydrol 519:1420–1427. https://doi.org/10.1016/j.jhydrol.2014.09.019
Tomlinson CJ, Chapman L, Thornes JE, Baker CJ, Prieto-Lopez T (2012) Comparing night-time satellite land surface temperature from MODIS and ground measured air temperature across a conurbation. Remote Sens Lett 3:657–666. https://doi.org/10.1080/01431161.2012.659354
Tramutoli V, Cuomob V, Filizzolab C, Pergolab N, Pietrapertosa C (2005) Assessing the potential of thermal infrared satellite surveys for monitoring seismically active areas: the case of Kocaeli (Izmit) earthquake, August 17, 1999. Remote Sens Environ 96(3-4):409–426. https://doi.org/10.1016/j.rse.2005.04.006
Tronin A, Hayakawa M, Molchanov OA (2002) Thermal IR satellite data application for earthquake research in Japan and China. J Geodyn 33(4-5):519–534. https://doi.org/10.1016/S0264-3707(02)00013-3
Wood RM, King GCP (1993) Hydrological signatures of earthquake strain. J Geophys Res 98(B12):22035–22068. https://doi.org/10.1029/93JB02219
Yamauchi T (1987) Anomalous strain response to rainfall in relation to earthquake occurrence in the Tokai area, Japan. J Phys Earth 35:19–36. https://doi.org/10.1029/SP032p0078
Zarenistanak M, Dhorde AG, Kripalani RH, Dhorde AA (2015) Trends and projections of temperature, precipitation, and snow cover during snow cover-observed period over southwestern Iran. Theor Appl Climatol 122:421–440. https://doi.org/10.1007/s00704-014-1287-8
Zohrabi N, Bavani AM, Goodarzi E, Eslamian S (2014) Attribution of temperature and precipitation changes to greenhouse gases in northwest Iran. Quat Int 345:130–137. https://doi.org/10.1016/j.quaint.2014.01.026
Zolina O, Simmer C, Kapala A, Bachner S, Gulev S, Maechel H (2008) Seasonally dependent changes of precipitation extremes over Germany since 1950 from a very dense observational network. J Geophys Res 113:D06110. https://doi.org/10.1029/2007JD008393
Acknowledgements
We wish to acknowledge the NASA/GIOVANNI Data Center for the transmission of reanalysis data.
Availability of data and material
The data that support the findings of this study are available from the corresponding author upon request.
Author information
Authors and Affiliations
Contributions
MRMD and ME contributed to the meteorological and geographical aspects, while FTF addressed the solid state processes at the ground-to-air interface.
Corresponding author
Ethics declarations
Consent to participate
Informed consent was obtained from individual participants included in the study.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Longjun Dong
Rights and permissions
About this article
Cite this article
Mansouri Daneshvar, M.R., Freund, F.T. & Ebrahimi, M. Time-lag correlations between atmospheric anomalies and earthquake events in Iran and the surrounding Middle East region (1980–2018). Arab J Geosci 14, 1210 (2021). https://doi.org/10.1007/s12517-021-07591-5
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12517-021-07591-5