Integrating Time-Dependent and Time-Independent Earthquake Recurrence Models for Fault-Based Seismic Hazard Assessment in the Lampung Region, Southern Sumatra

Authors

  • Rizki Wulandari Department of Geophysical Engineering, Institut Teknologi Sumatera, Lampung, Indonesia
  • Yudha Styawan Department of Geophysical Engineering, Institut Teknologi Sumatera, Lampung, Indonesia https://orcid.org/0000-0002-0891-5745
  • Satria Bagus Prabowo Department of Geophysical Engineering, Institut Teknologi Sumatera, Lampung, Indonesia

DOI:

https://doi.org/10.21009/SPEKTRA.111.05

Keywords:

seismic hazard, brownian passage time, poissonian model, recurrence interval, lampung, sumatra fault system, PSHA, OpenQuake

Abstract

The Lampung region in southern Sumatra is exposed to significant seismic hazard due to its proximity to the Sunda megathrust and multiple active crustal faults. This study integrates time-independent (Poissonian) and time-dependent (Brownian Passage Time/BPT) earthquake recurrence models to evaluate fault-specific rupture probabilities and their implications for probabilistic seismic hazard assessment (PSHA). This approach systematically bridges the gap between traditional stationary models and the physical reality of seismic cycles, ensuring that the resulting hazard estimates reflect the current elapsed time since the last major rupture. Earthquake catalogs from USGS, BMKG, and historical sources were compiled for shallow events ( 50 km) between 1900–2023, and fault parameters were derived from national hazard maps and published geological studies. Recurrence intervals were estimated for 28 major fault segments across Sumatra, the Sunda Strait, and western Java. Results show strong temporal variability in seismic potential, with the Kumering South segment exhibiting the highest 50-year rupture probability (>50%) due to its elapsed time nearing the estimated recurrence interval. In contrast, segments such as Semangko West-A show markedly reduced short-term probability under the BPT model. PSHA simulations using OpenQuake reveal peak ground acceleration (PGA) values of 0.6–1.5 g for 2% exceedance in 50 years, indicating very high hazard levels in areas adjacent to the Sumatra Fault System. Incorporating time-dependent recurrence provides a more cycle-consistent spatial pattern compared to Poissonian results, reducing overestimation in early-cycle segments and enhancing hazard representation in late-cycle faults. While this study is constrained by uncertainties in historical recurrence intervals and fault slip-rates, these findings provide a more refined academic contribution to regional hazard characterization, supporting more robust risk mitigation strategies in Lampung Province.

References

Pusat Studi Gempa Nasional, Peta Sumber dan Bahaya Gempa Indonesia Tahun 2017 (Map of Indonesia Earthquake Sources and Hazards in 2017). Bandung, Indonesia: Pusat Penelitian dan Pengembangan Perumahan Pemukiman, Kementerian PUPR, 2017.

D. H. Natawidjaja and W. Triyoso, "The Sumatran fault zone — From source to hazard," J. Earthquake Tsunami, vol. 1, no. 1, pp. 21–47, 2007, doi: 10.1142/S1793431107000031.

K. Sieh and D. Natawidjaja, "Neotectonics of the Sumatran fault, Indonesia," J. Geophys. Res., vol. 105, no. B12, pp. 28295–28326, Dec. 2000, doi: 10.1029/2000JB900120.

U.S. Geological Survey. (2025). ANSS Comprehensive Earthquake Catalog (ComCat) [Online]. Available: https://earthquake.usgs.gov/data/comcat/

H. F. Reid, "The elastic-rebound theory of earthquakes," Bull. Dept. Geol. Univ. Calif. Publ., vol. 6, no. 19, pp. 413–444, 1911.

C. A. Cornell, "Engineering seismic risk analysis," Bull. Seismological Soc. Amer., vol. 58, no. 5, pp. 1583–1606, Oct. 1968, doi: 10.1785/BSSA0580051583.

M. V. Matthews, "A Brownian model for recurrent earthquakes," Bull. Seismological Soc. Amer., vol. 92, no. 6, pp. 2233–2250, Aug. 2002, doi: 10.1785/0120010267.

W. Wang and J. Hu, "Updated hazard and risk assessment for middle-southern Turkiye by PSHA methods after two damaged earthquakes in 2023," Eng. Geol., vol. 358, p. 108391, Nov. 2025, doi: 10.1016/j.enggeo.2025.108391.

F. Zahoor et al., "Seismic hazard assessment of Kashmir region using logic tree approach: Focus on sensitivity of PSHA results towards declustering procedures and GMPEs," Pure Appl. Geophys., vol. 180, no. 3, pp. 789–827, Mar. 2023, doi: 10.1007/s00024-023-03239-5.

R. B. S. Yadav et al., "An application of regional time and magnitude predictable model for long-term earthquake prediction in the vicinity of October 8, 2005 Kashmir Himalaya earthquake," Nat. Hazards, vol. 54, no. 3, pp. 985–1014, Sept. 2010, doi: 10.1007/s11069-010-9519-4.

T. Parsons, "Recalculated probability of M ≥ 7 earthquakes beneath the Sea of Marmara, Turkey," J. Geophys. Res., vol. 109, no. B5, p. 2003JB002667, May 2004, doi: 10.1029/2003JB002667.

B. Pace et al., "Layered seismogenic source model and probabilistic seismic-hazard analyses in Central Italy," Bull. Seismological Soc. Amer., vol. 96, no. 1, pp. 107–132, Feb. 2006, doi: 10.1785/0120040231.

W. H. Savran et al., "Pseudoprospective evaluation of UCERF3-ETAS forecasts during the 2019 Ridgecrest sequence," Bull. Seismological Soc. Amer., vol. 110, no. 4, pp. 1799–1817, Aug. 2020, doi: 10.1785/0120200026.

M. T. Page and N. J. Van Der Elst, "Turing‐style tests for UCERF3 synthetic catalogs," Bull. Seismological Soc. Amer., vol. 108, no. 2, pp. 729–741, Apr. 2018, doi: 10.1785/0120170223.

M. C. Gerstenberger et al., "Probabilistic seismic hazard analysis at regional and national scales: State of the art and future challenges," Rev. Geophys., vol. 58, no. 4, e2019RG000653, 2020, doi: 10.1029/2019RG000653.

Y. Anggraini and D. S. Kartini, "Public goods, fiscal gaps, and road decay in Lampung: A political economy perspective," Populis, vol. 20, no. 1, pp. 94–109, Aug. 2025, doi: 10.30598/populis.20.1.94-109.

S. S. Martin et al., "Gempa Nusantara: A database of 7380 macroseismic observations for 1200 historical earthquakes in Indonesia from 1546 to 1950," Bull. Seismological Soc. Amer., vol. 112, no. 6, pp. 2958–2980, Dec. 2022, doi: 10.1785/0120220047.

U.S. Nuclear Regulatory Commission, "Regulatory Guide 1.208: A performance-based approach to define the site-specific earthquake ground motion," U.S. Nuclear Regulatory Commission, Washington, DC, Rep. RG 1.208, 2007.

BMKG. (2025). EQ Repository | BMKG [Online]. Available: https://repogempa.bmkg.go.id/

P. M. Shearer, Introduction to Seismology. Cambridge, U.K.: Cambridge Univ. Press, 2019.

X. Guo and Z. Dai, "A method for estimating the coefficient of variation of large earthquake recurrence interval based on paleoseismic sequences," Geosci., vol. 15, no. 9, p. 347, Sep. 2025, doi: 10.3390/geosciences15090347.

M. A. Pangaribuan et al., "Analisis pendugaan bahaya kegempaan di batuan dasar untuk wilayah Lampung menggunakan metode PSHA," J. Geofisika Eksplorasi, vol. 5, no. 3, pp. 174–184, 2019, doi: 10.23960/jge.v5i3.32.

M. Pagani et al., "The 2018 version of the Global Earthquake Model: Hazard component," Earthquake Spectra, vol. 36, no. 1S, pp. 226–251, Oct. 2020, doi: 10.1177/8755293020931866.

M. C. Gerstenberger et al., "Is our true understanding of earthquake occurrence reflected in modern building codes?," in Proc. 16th World Conf. Earthquake Eng., Santiago, Chile, 2017, Paper 3902.

V. Silva et al., "Exploring risk‐targeted hazard maps for Europe," Earthquake Spectra, vol. 32, no. 2, pp. 1165–1186, 2016, doi: 10.1193/112514eqs198m.

Tata cara perencanaan ketahanan gempa untuk struktur bangunan gedung dan non gedung, SNI 1726:2019, 2019. [Online]. Available: https://sitaba.pu.go.id/publikasi/6977fb4f-d02f-4fd0-a857-65219c38f24e

Badan Nasional Penanggulangan Bencana, "Peraturan Kepala BNPB Nomor 02 Tahun 2012 tentang Pedoman Umum Pengkajian Risiko Bencana," BNPB, Jakarta, Indonesia, 2012. [Online]. Available: https://bpba.acehprov.go.id/media/2022.09/perka_951.pdf

A. Soehaimi et al., "Seismotectonic and probabilistic seismic hazard of Sunda Strait region," EGUsphere, 2023, doi: 10.5194/egusphere-2023-423.

S. Widiyantoro et al., "Implications for megathrust earthquakes and tsunamis from seismic gaps south of Java Indonesia," Sci. Rep., vol. 10, p. 15274, 2020, doi: 10.1038/s41598-020-72142-z.

P. Supendi et al., "On the potential for megathrust earthquakes and tsunamis off the southern coast of West Java and southeast Sumatra, Indonesia," Nat. Hazards, vol. 116, pp. 1315–1328, 2023, doi: 10.1007/s11069-022-05696-y.

Kementerian Pekerjaan Umum dan Perumahan Rakyat. (2025). Peran PuSGeN dalam Tata Kelola Keselamatan dan Keamanan Infrastruktur Bangunan Tahan Gempa [Online]. Pusat Studi Gempa Nasional (PuSGeN).

Y. Bozorgnia and V. V. Bertero, Eds., Earthquake Engineering. Boca Raton, FL: CRC Press, 2004, doi: 10.1201/9780203486245.

Published

2026-04-30

How to Cite

Wulandari, R., Styawan, Y., & Prabowo, S. B. (2026). Integrating Time-Dependent and Time-Independent Earthquake Recurrence Models for Fault-Based Seismic Hazard Assessment in the Lampung Region, Southern Sumatra. Spektra: Jurnal Fisika Dan Aplikasinya, 11(1). https://doi.org/10.21009/SPEKTRA.111.05