Abstract
In this paper, we investigate the time dynamics of the seismicity of the area of the artificial Pertusillo Lake (southern Italy) by using two advanced statistical techniques: the robust periodogram and the singular spectrum analysis. Such methodologies are well suited to unveil the main characteristics (periodicities and long-term trend) of short time series, for which the application of standard statistical techniques fail. Our findings are that the monthly number of earthquakes occurred in the investigated area from 2002 to 2012 reveals the presence of the annual periodicity, which is reasonably linked with the yearly loading/unloading operational cycle of the lake. This indicates that the seismicity of the Pertusillo Lake area is effectively induced by the time-varying water level of the artificial lake. This result from one side sheds light on the nature of the earthquakes occurring in the investigated area as reservoir-induced, but, more generally, from another side suggests a robust manner to investigate the time dynamics of short seismic series.
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References
Agrawal PN (1972) December 11, 1967 Koyna earthquake and reservoir filling. Bull Seismol Soc Am 62:661–662
Ahdesmäki M, Lähdesmäki H, Pearson R, Huttunen H, Yli-Harja O (2005) Robust detection of periodic time series measured from biological systems. BMC Bioinform 6:117
Anglin FM, Buchbinder ad G G R (1985) Induced seismicity at the LG3 Reservoir, James Bay, Quebec, Canada. Bull Seismol Soc Am 75:1067–1076
Angulo JM, Esquivel FJ (2014) Structural complexity in space–time seismic event data. Stoch Environ Res Risk Assess 28:1187–1206
Benedetti L, Tapponier P, King GCP, Piccardi L (1988) Surface rupture of the 1857 Southern Italian earthquake. Terra Nova 10(4):206–210. doi:10.1046/j.1365-3121.1998.00189.x
Bhaskara Rao V, Satyanarayana Murty BV, Satyanarayana Murty AVS (1969) Some geological and geophysical aspects of the Koyna (India) earthquake, December 1967. Tectonophysics 7:265–271
Branno A, Esposito EGI, Maturano A, Porfido S, Rinaldis V (1985) Studio, su base macrosismica, del terremoto della Basilicata del 16 dicembre 1857. Boll della Soc dei Nat di Napoli 92:249–338
Cello G, Tondi E, Micarelli L, Mattioni L (2003) Active tectonics and earthquake sources in the epicentral area of the 1857 Basilicata earthquake (Southern Italy). J Geodyn 36:37–50. doi:10.1016/S0264-3707(03)00037-1
Chopra AK, Chakrabarti P (1973) The Koyna earthquake and the damamge to Koyna dam. Bull Seismol Soc Am 63:381–397
Dell’Aversana P (2003) Integration loop of ‘global offset’ seismic, continuous profiling magnetotelluric and gravity data. First Break 21(11):32–41. doi:10.3997/1365-2397.2003019
Gahalaut K, Gahalaut VK, Pandey MR (2007) A new case of reservoir triggered seismicity: Govind Ballav Pant reservoir (Rihand dam), central India. Tectonophysics 439:171–178
Ghil M, Allen MR, Dettinger MD, Ide K, Kondrashov D, Mann ME, Robertson AW, Saunders A, Tian Y, Varadi F, Yiou P (2002) Advanced spectral methods for climatic time series. Rev Geophys 40:1003
Gupta HK (2002) A review of recent studies of triggered earthquakes by artificial water reservoirs with special emphasis on earthquakes in Koyna, India. Earth Sci Rev 58(3–4):279–310. doi:10.1016/S0012-8252(02)00063-6
Gupta H, Narain H, Rastogi BK, Mohan I (1969) A study of the Koyna earthquake of December 10, 1967. Bull Seismol Soc Am 59:1149–1162
Gupta HK, Rastogi BK, Narain H (1971) The Koyna earthquake of December 10, 1967: a multiple seismic event. Bull Seismol Soc Am 61:167–176
Gupta HK, Rastogi BK, Narain H (1972a) Common features of the reservoir-associated seismic activities. Bull Seismol Soc Am 62:481–492
Gupta HK, Rastogi BK, Narain H (1972b) Some discriminatory characteristics of earthquakes near the Kariba, Kremasta, and Koyna artificial lakes. Bull Seismol Soc Am 62:493–507
Gupta HK, Rao RUM, Srinivasan R, Rao GV, Reddy GK, Dwivedy KK, Banerjee DC, Mohanty R, Satyasaradhi YR (1999) Anatomy of surface rupture zones of two stable continental region earthquakes, 1967 Koyna and 1993 Latur, India. Geophys Res Lett 26:1985–1988
Hacıefendioğlu K, Kartal ME, Karaca Z (2013) The effect of seasonally frozen soil on stochastic response of elevated water tank under random excitation. Stoch Environ Res Risk Assess 27:807–818
Hassani H (2007) Singular spectrum analysis: methodology and comparison. J Data Sci 5:239–257
Improta L, Ferranti L, De Martini PM, Piscitelli S, Bruno PP, Burrato P, Civico R, Giocoli A, Iorio M, D’Addezio G, Maschio L (2010) Detecting young, slow-slipping active faults by geologic and multidisciplinary high-resolution geophysical investigations: a case study from the Apennine seismic belt, Italy. J Geophys Res 115:B11307. doi:10.1029/2010JB000871
Khan MAR, Poskitt DS (2010) Description length based signal detection in singular spectrum analysis. Monash econometrics and business statistics Working Papers 13/10, Monash University, Department of Econometrics and Business Statistics
Langston CA (1976) A body wave inversion of the Koyna, India, earthquake of December 10, 1967, and some implications for body wave focal mechanisms. J Geophys Res 81:2517–2529
Leblanc G, Anglin F (1978) Induced seismicity at the Manic 3 reservoir, Quebec. Bull Seismol Soc Am 68:1469–1485
Maschio L, Ferranti L, Burrato P (2005) Active extension in Val d’Agri area, Southern Apennines, Italy: implications for the geometry of the seismogenic belt. Geophys J Int 162(2):591–609. doi:10.1111/j.1365-246X.2005.02597.x
Mazzoli S, Barkham S, Cello G, Gambini R, Mattioni L, Shiner P, Tondi E (2001) Reconstruction of continental margin architecture deformed by the contraction of the Lagonegro basin, southern Apennines, Italy. J Geol Soc London 158:309–319. doi:10.1144/jgs.158.2.309
Priestley MB (1981) Spectral analysis and time series. Academic Press, London
Schoellhamer DH (2001) Singular spectrum analysis for time series with missing data. Geophys Res Lett 28:3187–3190
Shiner P, Beccacini A, Mazzoli S (2004) Thin-skinned versus thick-skinned structural models for Apulian carbonate reservoirs: constraints from the Val d’Agri fields, S Apennines, Italy. Mar Pet Geol 21:805–827. doi:10.1016/j.marpetgeo.2003.11.020
Simpson DW, Negmatullaev SK (1981) Induced seismicity at Nurek reservoir, Tadjikistan, USSR. Bull Seismol Soc Am 71:1561–1586
Stabile TA, Giocoli A, Lapenna V, Perrone A, Piscitelli S, Telesca L (2014) Evidences of low-magnitude continued reservoir-induced seismicity associated with the Pertusillo artificial lake (southern Italy). Bull Seismol Soc Am 104(4):1820–1828. doi:10.1785/0120130333
Talwani P (1997) Seismotectonics of the Koyna-Warna area, India. Pure Appl Geophys 150:511–550
Telesca L (2010) Analysis of the cross-correlation between seismicity and water level in Koyna area (India). Bull Seismol Soc Am 100:2317–2321
Vautard R, Ghil M (1989) Singular spectrum analysis in nonlinear dynamics, with applications to paleoclimatic time series. Phys D 35:395–424
Wichert S, Fokianos K, Strimmer K (2004) Identifying periodically expressed transcripts in microarray time series data. Bioinformatics 20:5–20
Woessner J, Wiemer S (2005) Assessing the quality of earthquake catalogues: estimating the magnitude of completeness and its uncertainty. Bull Seismol Soc Am 95:684–698
Zhang Q, Xiao M, Liu C-L, Singh P (2014) Reservoir-induced hydrological alterations and environmental flow variation in the East River, the Pearl River basin, China. Stoch Environ Res Risk Assess. doi 10.1007/s00477-014-0893-4
Zhou Y, Zhang Q, Singh P (2014) Fractal-based evaluation of the effect of water reservoirs on hydrological processes: the dams in the Yangtze River as a case study. Stoch Environ Res Risk Assess 28:263–279
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Telesca, L., Giocoli, A., Lapenna, V. et al. Robust identification of periodic behavior in the time dynamics of short seismic series: the case of seismicity induced by Pertusillo Lake, southern Italy. Stoch Environ Res Risk Assess 29, 1437–1446 (2015). https://doi.org/10.1007/s00477-014-0980-6
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DOI: https://doi.org/10.1007/s00477-014-0980-6