Adaptive time-varying narrowband filtering for seismic phase identification using controlled accurate seismic sources: Principles and applications
The controlled accurate seismic source (CASS), with its advantages of minimal impact on the deployment site and high repeatability, provides a possible technical approach for high-precision dynamic monitoring of regional-scale crustal structure and physical parameters. However, the continuous signal generated by CASS rapidly attenuates with increasing propagation distance. Unlike processing waveforms from impulsive events such as earthquakes or explosive sources, identifying seismic phases from CASS sources remains a challenging task. This challenge prevents the wide application of CASS sources. In this paper, we design a time-varying narrowband filter and apply it to the CASS source frequency correction model. From the filtering results, the model can effectively correct the frequency sweep curve. In addition, we develop a new global seismic phase scanning (GSPS) algorithm to identify seismic phases propagating through the lithosphere. We processed the seismic data from the 40-ton CASS during the field experiment around the Xinfengjiang reservoir. The results obtained with the GSPS method are compared with theoretical phase travel times, and the proposed algorithm clearly yields the seismic phase distribution. Meanwhile, leveraging the narrowband characteristics of the designed time-varying filter, we innovatively achieve effective separation of seismic phases. The proposed GSPS algorithm achieves O (N×M) time complexity, where N is the number of time shifts, and M is the processing window length, providing efficient seismic phase detection with linear scaling in analysis duration. Furthermore, the algorithm applied to CASS data offers valuable insights for processing linear frequency modulation (LFM) signals in other research fields.
- Bercovici D, Schubert G, Glatzmaier GA. Three-dimensional spherical models of convection in the Earth’s mantle. Science. 1989;244:950-955. doi: 10.1126/science.244.4907.950
- Qiao D, Zhang C, Li S, Liu J. Tian ran di zhen ceng xi cheng xiang ji shu zai you qi kan tan zhong de ying yong. [Exploration with application of passive seismic tomography]. Prog Geophys. 2011;26:1227-1233. [In Chinese] doi: 10.3969/j.issn.1004-2903.2011.04.013
- Cottaar S, Romanowicz B. An unusually large ULVZ at the base of the mantle near Hawaii. Earth Planet Sci Lett. 2012;355-356:213-222. doi: 10.1016/j.epsl.2012.09.005
- French S, Lekic V, Romanowicz B. Waveform tomography reveals channeled flow at the base of the oceanic asthenosphere. Science. 2013;342:227-230. doi: 10.1126/science.1241514
- Condie KC. Earth as an Evolving Planetary System, 4th ed. Academic Press; 2022. ISBN 978-0-12-819914-5.
- Wang Z, Jin Z, Lin J. Slab melting and arc magmatism behind the Japan Trench: evidence from seismic and thermal structure imaging. Tectonophysics. 2022;833:229340. doi: 10.1016/j.tecto.2022.229340
- Zhang Z, Zheng J, Wang S, Li C, Liu F. Imaging the subducting slab and mantle upwelling under the Japan Islands revealed by double-difference tomography. Front Earth Sci. 2023;10:1019408. doi: 10.3389/feart.2022.1019408
- Poupinet G, Ellsworth WL, Frechet J. Monitoring velocity variations in the crust using earthquake doublets: an application to the Calaveras fault, California. J Geophys Res Solid Earth. 1984;89(B7):5719-5731. doi: 10.1029/JB089iB07p05719
- Chen Y, Li Y. Seismic wave radar research: using active source to detect continental crust structure. J Univ Chin Acad Sci. 2007;37:813-819.
- Qi C, Chen Q, Chen Y. Li yong bei jing zao sheng jin xing di zhen cheng xiang de xin fang fa. [A new method for seismic imaging from ambient seismic noise]. Prog Geophys. 2007;22:771-777. [In Chinese] doi: 10.3969/j.issn.1004-2903.2007.03.017
- Silver PG, Daley TM, Niu F, Majer EL. Active source monitoring of cross-well seismic travel time for stress-induced changes. Bull Seismol Soc Am. 2007;97(1B):281- 293. doi: 10.1785/0120060120
- Wang B, Zhu P, Chen Y, Niu F, Wang B. Continuous subsurface velocity measurement with coda wave interferometry. J Geophys Res Solid Earth. 2008;113(B12):2007JB005023. doi: 10.1029/2007JB005023
- Liu Z, Huang J. Li yong bei jing zao sheng hu xiang guan yan jiu wen chuan di zhen zhen yuan qu di zhen bo su du bian hua [Temporal changes of seismic velocity around the Wenchuan earthquake fault zone from ambient seismic noise correlation]. Chin J Geophys. 2010;53:853-863. [In Chinese] doi: 10.3969/j.issn.0001-5733.2010.04.010
- Ikuta R, Yamaoka K, Miyakawa K, Kunitomo T, Kumazawa M. Continuous monitoring of propagation velocity of seismic wave using ACROSS. Geophys Res Lett. 2002;29(13). doi: 10.1029/2001GL013974
- Liao C, Zhuang C, Liang H. Initial experimental result of accurately controlled routinely operated signal system (ACROSS). Earthq Res China. 2003;1:89-96. [In Chinese]
- Alekseev AS, Chichinin IS, Korneev VA. Powerful low-frequency vibrators for active seismology. Bull Seismol Soc Am. 2005;95(1):1-17. doi: 10.1785/0120030261
- Chen Y, Wang B, Ge H, Xu P. Proposed of transmitted seismic stations. Adv Earth Sci. 2007;5:441-446. [In Chinese] doi: 10.11867/j.issn.1001-8166.2007.05.0441
- Chen Y, Zhang X, Qiu X. Lu di ren gong ji fa di zhen bo de yi zhong xin fang fa. [A new method for excitation of seismic signal on continent]. Chin Sci Bull. 2007;11:1317-1321. [In Chinese] doi: 10.3321/j.issn:0023-074X.2007.11.017
- Luo G, Ge H, Wang B. Qi qiang zhen yuan ji fa mo shi ji ying yong. [Fired models of air gun source]. Earthq Res China. 2007;3:225-232. [In Chinese] doi: 10.3969/j.issn.1001-4683.2007.03.002
- Qiu X, Chen Y, Zhu R. Da rong liang qi qiang zhen yuan zai hai lu guan ce zhong de ying yong: nan hai bei bu shi yan jie guo fen xi. [Application of big capacity airgun in united survey of ocean and continent: analysis of test result in northern part of South Sea]. Chin Sci Bull. 2007;4:463-469. [In Chinese] doi: 10.3321/j.issn:0023-074X.2007.04.015
- Yang G, Zhu Y. Ke kong zhen yuan zai shen bu di ke tan ce zhong de ying yong. [Application of vibrator on deep crust structure exploration]. J Geod Geodyn. 2007;5:72-81. [In Chinese] doi: 10.3969/j.issn.1671-5942.2007.05.015
- Leary PC, Malin PE, Phinney RA, Brocher T, VonColln R. Systematic monitoring of millisecond travel time variations near Palmdale, California. J Geophys Res Solid Earth. 1979;84(B2):659-666. doi: 10.1029/JB084iB02p00659
- Wang H, Zhuang C, Xue B, Zhao C. Jing mi zhu dong di zhen jian ce. [Precisely and actively seismic monitoring]. Chin J Geophys. 2009;7:1808-1815. [In Chinese] doi: 10.3969/j.issn.0001-5733.2009.07.015
- Chen Y, Zhu R. Proposed project of “underground bright lump.” Adv Earth Sci. 2005;5:485-489. [In Chinese] doi: 10.11867/j.issn.1001-8166.2005.05.0485
- Li Z, You Q, Ni S, Hao T, Wang H, Zhuang C. Waveform retrieval and phase identification for seismic data from the CASS experiment. Pure Appl Geophys. 2013;170(5):815-830. doi: 10.1007/s00024-012-0585-2
- Yamaoka K, Kunitomo T, Miyakawa K, Kobayashi K, Kumazawa M. A trial for monitoring temporal variation of seismic velocity using an ACROSS system. Isl Arc. 2001;10(3-4):336-347. doi: 10.1111/j.1440-1738.2001.00332.x
- Ikuta R, Yamaoka K. Temporal variation in the shear wave anisotropy detected using the accurately controlled routinely operated signal system (ACROSS). J Geophys Res Solid Earth. 2004;109(B9):2003JB002901. doi: 10.1029/2003JB002901
- Saiga A, Yamaoka K, Kunitomo T, Watanabe T. Continuous observation of seismic wave velocity and apparent velocity using a precise seismic array and ACROSS seismic source. Earth Planets Space. 2006;58(8):993-1005. doi: 10.1186/BF03352604
- Yang W, Ge H, Wang B. You jing mi kong zhi ren gong zhen yuan guan ce dao de mian zu 5.6 ji di zhen qian hou bo su bian hua. [Velocity changes observed by the precisely controlled active source for the Mianzhu Ms 5.6 earthquake]. Chin J Geophys. 2010;5:1149-1157. [In Chinese] doi: 10.3969/j.issn.0001-5733.2010.05.016
- Yang Z, Liu B, Wang Q, Wang H. Xin feng jiang ku qu er wei P bo su du jie gou—ying de–he yuan–lu he shen di zhen ce shen pou mian tan ce jie guo. [2-D p-wave velocity structure in the Xinfengjiang reservoir area—results of Yingde- Heyuan-Luhe deep seismic sounding profile]. Prog Geophys. 2011;6:1968-1975. [In Chinese] doi: 10.3969/j.issn.1004-2903.2011.06.010
- Cui R, Sun A, Wang H. Yong yu long men shan duan lie nan duan shen bu jie zhi tan ce de jing mi ke kong zhen yuan. [The controlled accurate seismic source for exploration of deep medium below south part of the Longmenshan fault zone]. Earthq Res China. 2016;2:426-437. [In Chinese] doi: 10.3969/j.issn.1001-4683.2016.02.026
- Cui R, Wang H. Ti qu jing mi kong zhi zhen yuan xin hao de zi shi ying jia quan pi pei lv bo fang fa. [An adaptive weighted matched filter for abstracting signals from controlled accurate seismic source]. Earthquake. 2011;4:133-139. [In Chinese] doi: 10.3969/j.issn.1000-3274.2011.04.014
- Liu X, Cui R, Wang H. Yong Wigner-Hough bian huan jian ce jing mi kong zhen yuan xin hao. [Detection of controlled accurate seismic source signal using Wigner-Hough transformation]. Earthquake. 2013;33:33-42. [In Chinese] doi: 10.3969/j.issn.1000-3274.2013.03.004
- Liu M, Zhou Y, Peng C. Using the method of accumulating energy for detecting seismic wave radar signal. Chin J Geophys. 2015;58:1259-1268. doi: 10.6038/cjg20150414
- Ma X, Lin Z, Jiao L, Liu X, Tu J, Lei Y, Zhao J. Phase identification with VMD and HT combined method for an active seismic source experiment. Measurement. 2022;201:111689. doi: 10.1016/j.measurement.2022.111689
- Li GY. Characteristics and signal detection method of accurately controlled routinely operated signal system. J China Univ Pet Nat Sci. 2013. Available from: https://api. semanticscholar.org/CorpusID:112037513
- Zhang ZS. Waveform retrieval from CASS experiment based on time-varying narrow band-pass filter. Earthquake. 2015. Available from: https://api.semanticscholar.org/ CorpusID:112770972
- Wang X, Xue B, Cui R, Gu G, Peng C, Zheng Y, Yang J. A method of phase identification for seismic data acquired with the controlled accurate seismic source (CASS). Geophys J Int. 2020;222(1):54-68. doi: 10.1093/gji/ggaa108
- Xu S, He X, Hui G, Xu B. Guang dong xin feng jiang ku qu zhong xiao di zhen de zhen yuan te zheng ji fa zhen gou zao tan tao. [Source characteristics and seismogenic structure of small-to-moderate earthquakes in Xinfengjiang reservoir area, Guangdong Province]. Rev Geophys Planet Phys. 2026;57:330-350. [In Chinese] doi: 10.19975/j.dqyxx.2025-028
- Zhang P, Sun X, Zong J, Xiao Z, Shen Y. Microseismicity detection and spatial-temporal migration in the Xinfengjiang reservoir, Guangdong, China. Phys Earth Planet Inter. 2024;355:107245. doi: 10.1016/j.pepi.2024.107245
- Kuang J, Qi S, Hu X, Liu Z. Mechanism of reservoir-induced seismicity in the Xinfengjiang reservoir area, Guangdong, China. Nat Hazards. 2022;111(2):2059-2076. doi: 10.1007/s11069-021-05129-2
- Huang R, Sun X, Zhang P, Deng Y. Seismicity migration and the upper crustal structure in the Xinfengjiang reservoir. Seismol Res Lett. 2024;95(5):2833-2843. doi: 10.1785/0220230369
- Jiang C, Lv Z, Fang L. Rong he chu li su du he jia su du ji lu de di zhen jian ce mo xing ji qi zai xin feng jiang shui ku de ying yong. [Earthquake detection model trained on velocity and acceleration records and its application in Xinfengjiang reservoir]. Earth Sci. 2024;49(2):469-479. [In Chinese] doi: 10.3799/dqkx.2023.186
- Wu K, He L, Guo Z, Luo B, Chen YJ, Osotuyi AG. Upper crustal structure of the Xinfengjiang reservoir from ambient noise double beamforming tomography and its implications for induced seismicity. Geophys J Int. 2024;240(2):1096-1106. doi: 10.1093/gji/ggae427
- Schaff DP, Richards PG. Repeating seismic events in China. Science. 2004;303(5661):1176-1178. doi: 10.1126/science.1093422
- Wang W, Wang B, Ge H, Chen Y. Li yong zhu dong zhen yuan jian ce wen chuan di zhen yu zhen yin qi de qian ceng bo su bian hua. [Using active source to monitor velocity variation in shallow sediment caused by the Wenchuan earthquake]. Earthq Res China. 2009;25:223-233. [In Chinese] doi: 10.3969/j.issn.1001-4683.2009.03.001
- Ding W, Zhao E, Wang D. Digital bi-resonator narrow bandpass filters. J Beijing Univ Posts Telecommun. 1980;2:94-106. Available from: https://wap.cnki.net/touch/web/ Journal/Article/BJYD198002007.html
- Chen S, Yang T. Ling xiang yi lv bo qi de gai jin ji shi xian fang fa. [Improvement and realization of the zero-phase filter]. J Wuhan Univ Sci Ed. 2001;47:373-376. [In Chinese] doi: 10.14188/j.1671-8836.2001.03.028
- Crotwell HP, Owens TJ, Ritsema J. The TauP toolkit: flexible seismic travel-time and ray-path utilities. Seismol Res Lett. 1999;70(2):154-160. doi: 10.1785/gssrl.70.2.154
