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Application of the double-difference relocation method to acoustic emission events in high-pressure deformation experiments

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Abstract

A methodology has been developed, detailing the theory and workflow, for applying the double-difference relocation method to acoustic emission (AE) event location in high-pressure/high-temperature deformation experiments in the multi-anvil apparatus. The process is predicated on the fact that events originating from a common source region will traverse similar ray paths from the source to the receiver and display similar waveforms in seismograms. This implies their travel-time difference results only from their spatial offset and any velocity heterogeneity along the ray path is negated. To demonstrate the efficacy of this approach we applied it to a transformational faulting experiment on the isostructural olivine analogue Mg2GeO4 under controlled deformation at 2.5 GPa and 700 °C while simultaneously monitoring stress, strain, and acoustic activity. Waveforms from all 1456 AE events were cross-correlated to measure differential arrival times and construct multiplet groups of similar events. In total, 110 multiplets were identified whose size is dominated by two large groups containing 272 and 202 events. Relocation of these two multiplets using the double-difference method significantly reduces event separation and improves location uncertainty by more than an order of magnitude when compared to absolute location techniques whose uncertainty rivals that of the sample size. In particular, event locations of the two largest multiplets reveal two dense clusters whose spatial geometry closely mirrors that of macroscopic faulting displayed in computerized tomography images of the recovered sample. In this way, we are able to link specific faults with their associated AE events, which would otherwise not be possible using traditional absolute location methods.

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References

  • Akaike H (1974) Markovian representation of stochastic processes and its application to the analysis of autoregressive moving average process. Ann Inst Stat Math 26:363–387

    Article  Google Scholar 

  • Allen R (1982) Automatic phase pickers: their present use and future prospects. Bull Seismol Soc Am 72:225–242

    Article  Google Scholar 

  • Anant KS, Dowla FU (1997) Wavelet transform methods for phase identification in three-component seismograms. Bull Seismol Soc Am 87:1598–1612

    Article  Google Scholar 

  • Arrowsmith SJ, Eisner L (2006) A technique for identifying microseismic multiplets and application to the Valhall field, North Sea. Geophysics 71:V31–V40

    Article  Google Scholar 

  • Burnley PC, Green HW, Prior DJ (1991) Faulting associated with the olivine to spinel transformation in Mg2GeO4 and its implication for deep-focus earthquakes. J Geophys Res 96:425–443

    Article  Google Scholar 

  • Cano EV, Akram J, Peter DB (2021) Automatic seismic phase picking based on unsupervised machine-learning classification and content information analysis. Geophysics 86:V2999–V3315

    Article  Google Scholar 

  • Castellanos F, van der Bann M (2013) Microseismic event locations using the double-difference algorithm. CSEG Rec 38:26–37

    Google Scholar 

  • De Meersman K, Kendall J-M, van der Baan M (2009) The 1998 Valhall microseismic data set: an integrated study of relocated sources, seismic multiplets, and S-wave splitting. Geophysics 74:B183–B195

    Article  Google Scholar 

  • de Ronde AA, Dobson DP, Meredith PG, Boon SA (2007) Three-dimensional location and waveform analysis of microseismicity in multi-anvil experiments. Geophys J Int 171:1282–1294

    Article  Google Scholar 

  • Frohlich C (2006) Deep Earthquakes. Cambridge University Press

  • Geiger L (1912) Probability method for the determination of earthquake epicenters from the arrival time only (translated from Geiger’s 1910 German article). Bull St Louis Univ 8(1):56–71

    Google Scholar 

  • Geller RJ, Mueller CS (1980) Four similar earthquakes in central California. Geophys Res Lett 7:821–824

    Article  Google Scholar 

  • Got J-L, Frechet J, Klein FW (1994) Deep fault plane geometry inferred from multiplet relative relocation beneath the south flank of Kilauea. J Geophys Res 99:15375–15386

    Article  Google Scholar 

  • Green HW, Burnley PC (1989) A new self-organizing mechanism for deep-focus earthquakes. Nature 341:733–737

    Article  Google Scholar 

  • Green HW, Scholz CH, Tingle TN, Young TE, Koczynski TA (1992) Acoustic emissions produced by anticrack faulting during the olivine to spinel transformation. Geophys Res Lett 19:789–792

    Article  Google Scholar 

  • Li Z, Zhu L, Officer T, Shi F, Yu T, Wang Y (2022) A machine-learning-based method of detecting and picking the first P-wave arrivals of acoustic emission events in laboratory experiments. Geophys J Int 230:1818–1823

    Article  Google Scholar 

  • Mousavi SM, Ellsworth WL, Zhu W, Chuang LY, Beroza GC (2020) Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking. Nat Commun 11:3952

    Article  Google Scholar 

  • Pavlis GL (1986) Appraising earthquake hypocenter location errors: a complete, practical approach for single-event locations. Bull Seismol Soc Am 76:1699–1717

  • Pavlis GL (1992) Appraising relative earthquake location errors. Bull Seismol Soc Am 82:836–859

    Article  Google Scholar 

  • Officer T, Secco RA (2020) Detection of high P, T transformational faulting in Fe2SiO4 via in-situ acoustic emission: Relevance to deep-focus earthquakes. Phys Earth Planet Int 300:106429

    Article  Google Scholar 

  • Ohuchi T, Lei X, Higo Y, Tange Y, Sakai T, Fujino K (2018) Semi-brittle behavior of wet olivine aggregates: the role of aqueous fluid in faulting at upper mantle pressures. Contrib Mineral Petrol 173:88

    Article  Google Scholar 

  • Riggs EM, Green HW (2005) A new class of microstructures which lead to transformation-induced faulting in magnesium germinate. J Geophys Res 110:B03202

    Google Scholar 

  • Ross ZE, Meier M-A, Hauksson E (2018) P wave arrival picking and first-motion polarity determination with deep learning. J Geophys Res Solid Earth 123:5120–5129

    Article  Google Scholar 

  • Saad OM, Chen Y (2021) Earthquake detection and P-wave arrival time picking using capsule neural network. IEEE Trans Geosci Remote Sens 99:6234–6243

    Article  Google Scholar 

  • Shi F, Wang Y, Yu T, Zhu L, Zhang J, Wen J, Gasc J, Incel S, Schubnel A, Li Z, Chen T, Liu W, Prakapenka V, Jin Z (2018) Lower-crustal earthquakes in southern Tibet are linked to eclogitization of dry metastable granulite. Nat Commun 9:3483

    Article  Google Scholar 

  • Shubnel A, Brunet F, Hilariet N, Gasc J, Wang Y, Green HW (2013) Deep-focus earthquake analogs recorded at high pressure and temperature in the laboratory. Science 341:1377–1380

    Article  Google Scholar 

  • Sleeman R, van Eck T (1999) Robust automatic P-phase picking: An on-line implementation in the analysis of broad-band seismogram recording. Phys Earth Planet Inter 113:265–275

    Article  Google Scholar 

  • Wadati K (1927) Existence and study of deep earthquakes (in Japanese). Meteorol Soc Jpn Ser II 5:119–145

    Article  Google Scholar 

  • Waldhauser F, Ellsworth WL (2000) A double-difference earthquake location algorithm: method and application to the northern Hayward fault, California. Bull Seismol Soc Am 90:1353–1368

    Article  Google Scholar 

  • Wang Y, Durham WB, Getting IC, Weidner DJ (2003) The deformation-DIA: A new apparatus for high temperature triaxial deformation to pressures up to 15 GPa. Rev Sci Instrum 74:3002–3011

    Article  Google Scholar 

  • Wang Y, Zhu L, Shi F, Schubnel A, Hilariet N, Yu T, Rivers M, Gasc J, Addad A, Deldicque D, Li Z, Brunet F (2017) A laboratory nanoseismological study on deep-focus earthquake micromechanics. Sci Adv 3:1–12

    Google Scholar 

  • Weidner DJ, Hamaya N (1983) Elastic properties of the olvine and spinel polymorphs of Mg2GeO4, and the evaluation of elastic analogues. Phys Earth Planet Int 33:275–283

    Article  Google Scholar 

Download references

Acknowledgements

We acknowledge the National Science Foundation (Grant Nos. EAR-1661489, EAR-1661519 and EAR-1925920) for providing funding for this research. We would also like to acknowledge GeoSoilEnviroCARS (The University of Chicago, Sector 13), Advanced Photon Source (APS), Argonne National Laboratory where the experiments performed.

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Correspondence to Timothy Officer.

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This article is part of a Topical Collection “Experimental & Analytical Techniques at Extreme & Ambient Conditions”, guest edited by Stella Chariton, Vitali B. Prakapenka and Haozhe (Arthur) Liu.

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Officer, T., Zhu, L., Li, Z. et al. Application of the double-difference relocation method to acoustic emission events in high-pressure deformation experiments. Phys Chem Minerals 49, 29 (2022). https://doi.org/10.1007/s00269-022-01203-8

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