RAPID MAGNITUDE ESTIMATION OF 2019 M6.9 BANTEN EARTHQUAKE USING GNSS 1HZ
Abstract
Rapid magnitude estimation remains challenging in Indonesia due to the limited evaluation of high-rate Global Navigation Satellite System (GNSS) data and the lack of region-specific validation of existing Peak Ground Displacement (PGD) scaling relations for earthquake early warning applications. This study investigates the performance of high-rate GNSS data (1 Hz) for rapid magnitude estimation of the August 2 2019, Banten earthquake (Mw 6.9). Using 15 InaCORS stations provided by the Geospatial Information Agency of Indonesia, the data were processed using Precise Point Positioning with Ambiguity Resolution (PPP-AR). PGD values were extracted and applied to three empirical scaling relations proposed by Melgar et al. (2015), Crowell et al. (2016), and Ruhl et al. (2019). This study presents a comparative evaluation of multiple PGD scaling models using real Indonesian GNSS data, providing insight into their performance in a tectonic setting that remains underrepresented in previous studies. The results show that all models successfully converged to Mw 6.9, with convergence times ranging from 20 to 160 seconds after the earthquake origin time. However, this study is limited by the analysis of a single earthquake event and the use of global scaling relations that are not specifically calibrated for Indonesian tectonic conditions. These findings demonstrate the potential of high-rate GNSS as a complementary tool to seismic sensors for rapid magnitude estimation. The integration of GNSS into the Indonesia Tsunami Early Warning System (InaTEWS) is therefore recommended to improve the reliability and timeliness of earthquake and tsunami early warning.
Keywords
Full Text:
PDFReferences
Adityawan, M. B., Nurendyastuti, A. K., Purnama, M. R., Arifianto, M. S., Farid, M., & Kuntoro, A. A. (2023). Development of a tsunami early warning system on the coast of Palu based on maritime wireless communication. Progress in Disaster Science, 19, 100290. https://doi.org/10.1016/j.pdisas.2023.100290
Alif, S. M., Anggara, O., Jihad, M. F., & Perdana, R. S. (2024). Gnss Velocity and Strain Field in the Northern Sumatra 15 Years After the 2004 M9.2 Sumatra Andaman Earthquake. Geodynamics and Tectonophysics, 15(6), 1–11. https://doi.org/10.5800/GT-2024-15-6-0798
Alif, S. M., Fattah, E. I., Kholil, M., & Anggara, O. (2021). Source of the 2019 Mw6.9 Banten Intraslab earthquake modelled with GPS data inversion. Geodesy and Geodynamics, 12(4), 308–314. https://doi.org/10.1016/j.geog.2021.06.001
Anggara O., Meilano I., Alif S., S. (2025). Coseismic Slip Distribution of The 2020 Mw 6.8 Bengkulu Earthquake Derived From The GNSS Observations. Geodynamics & Tectonophysics, 16(4), 1–10. https://doi.org/10.5800/GT-2025-16-4-0839
Anggara, O., & Alif, S. M. (2025). Coseismic deformation of the 2020 bengkulu mw 6.8 earthquake using insar data. GEOECO : Universitas Sebelas Maret, 11(1), 62–72. https://doi.org/10.20961/ge.v11i1.90987
Anggara, O., Meilano, I., Alif, S. M., & Susilo, S. (2026). Present-day crustal deformation in central Sumatra , Indonesia derived from GNSS observation and tectonic implications. Geodesy and Geodynamics, 17(1), 25–34. https://doi.org/10.1016/j.geog.2025.05.002
Anggara, O., Rahadianto, M. A. E., Alif, S. M., & Isnaini, E. L. (2024). Analisis Deformasi di Lampung dan Selat Sunda berdasarkan Data GNSS tahun 2018 hingga 2021. Jurnal Fisika Unand, 13(5), 637–643. https://doi.org/10.25077/jfu.13.5.637-643.2024
Crowell, B. W., Melgar, D., Bock, Y., Haase, J. S., & Geng, J. (2013). Earthquake magnitude scaling using seismogeodetic data. Geophysical Research Letters, 40(23), 6089–6094. https://doi.org/10.1002/2013GL058391
Crowell, B. W., Schmidt, D. A., Bodin, P., Vidale, J. E., Gomberg, J., Hartog, J. R., Kress, V. C., Melbourne, T. I., Santillan, M., Minson, S. E., & Jamison, D. G. (2016). Demonstration of the cascadia G-FAST geodetic earthquake early warning system for the Nisqually, Washington, Earthquake. Seismological Research Letters, 87(4), 930–943. https://doi.org/10.1785/0220150255
DeMets, C., Gordon, R. G., & Argus, D. F. (2010). Geologically current plate motions. Geophysical journal international, 181(1), 1-80. https://doi.org/10.1111/j.1365-246X.2009.04491.x
Fang, R., Zheng, J., Geng, J., Shu, Y., Shi, C., & Liu, J. (2020). Earthquake magnitude scaling using peak ground velocity derived from high-rate gnss observations. Seismological Research Letters, 92(1), 227–237. https://doi.org/10.1785/0220190347
Fang, R., Lv, H., Shu, Y., Zheng, J., Zhang, K., & Liu, J. (2021). Improved performance of GNSS precise point positioning for high-rate seismogeodesy with recent BDS-3 and Galileo. Advances in space research, 68(8), 3255-3267. https://doi.org/10.1016/j.asr.2021.06.012
Fujii, Y., Satake, K., Watada, S., & Ho, T. C. (2020). Slip distribution of the 2005 Nias earthquake (Mw8.6) inferred from geodetic and far-field tsunami data. Geophysical Journal International, 223(2), 1162–1171. https://doi.org/10.1093/gji/ggaa384
Geng, J., Chen, X., Pan, Y., Mao, S., Li, C., Zhou, J., & Zhang, K. (2019). PRIDE PPP-AR: an open-source software for GPS PPP ambiguity resolution. GPS Solutions, 23(4), 1–10. https://doi.org/10.1007/s10291-019-0888-1
Goldberg, D. E., Melgar, D., & Bock, Y. (2019). Seismogeodetic P-wave Amplitude: No Evidence for Strong Determinism. Geophysical Research Letters, 46(20), 11118–11126. https://doi.org/10.1029/2019GL083624
Gunawan, E., Kongko, W., Kholil, M., Widyantoro, B. T., Widiyantoro, S., Supendi, P., Hanifa, N. R., Anjasmara, I. M., Pratama, C., & Gusman, A. R. (2022). The 2019 Mw 7.0 Banten, Indonesia, intraslab earthquake: investigation of the coseismic slip, tsunami modelling and Coulomb stress change. Geoenvironmental Disasters, 9(1). https://doi.org/10.1186/s40677-022-00215-4
Hardy, T., Meilano, I., Abidin, H. Z., Susilo, Sudrajat, A., Rohadi, S., Kambali, R. A. P., Rahman, A., Samapta, B. T., Al Kautsar, M., Manurung, A. S., & Widyadharma, P. H. (2025). Robust Estimation of Earthquake Magnitude in Indonesia Using PGD Scaling Law from Regional High-Rate GNSS Data. Sensors, 25(13), 1–17. https://doi.org/10.3390/s25134113
Hohensinn, R., & Geiger, A. (2018). Stand-alone GNSS sensors as velocity seismometers: Real-time monitoring and earthquake detection. Sensors, 18(11), 3712. https://doi.org/10.3390/s18113712
Hoshiba, M., Iwakiri, K., Hayashimoto, N., Shimoyama, T., Hirano, K., Yamada, Y., Ishigaki, Y., & Kikuta, H. (2011). Outline of the 2011 off the Pacific Coast of Tohoku Earthquake (Mw 9.0)-Earthquake Early Warning and Observed Seismic Intensity. Earth, Planets, and Space, 63, 547–551. https://doi.org/10.5047/eps.2011.05.031
Li, X., Chen, C., Liang, H., Li, Y., & Zhan, W. (2023). Earthquake source parameters estimated from high-rate multi-GNSS data: a case study of the 2022 M 6.9 Menyuan earthquake. Acta Geophysica, 71(2), 625-636. https://doi.org/10.1007/s11600-022-01000-5
Meilano, I., Susilo, S., & Sarsito, D. (2022). Rapid Magnitude Estimation of the August 5, 2018, Lombok Earthquake Using High-Rate Gnss Data. International Journal of GEOMATE, 23(98), 57–65. https://doi.org/10.21660/2022.98.3438
Melbourne, T. I., Szeliga, W. M., Marcelo Santillan, V., & Scrivner, C. W. (2021). Global navigational satellite system seismic monitoring. Bulletin of the Seismological Society of America, 111(3), 1248-1262. https://doi.org/10.1785/0120200356
Melgar, D., Crowell, B. W., Geng, J., Allen, R. M., Bock, Y., Riquelme, S., Hill, E. M., Protti, M., & Ganas, A. (2015). Earthquake magnitude calculation without saturation from the scaling of peak ground displacement. Geophysical Research Letters, 42(13), 5197–5205. https://doi.org/10.1002/2015GL064278
Paziewski, J., Stepniak, K., Sieradzki, R., & Yigit, C. O. (2023). Dynamic displacement monitoring by integrating high-rate GNSS and accelerometer: on the possibility of downsampling GNSS data at reference stations. GPS solutions, 27(3), 157. https://doi.org/10.1007/s10291-023-01500-x
Ruhl, C. J., Melgar, D., Allen, R. M., Geng, J., Goldberg, D. E., Bock, Y., Crowell, B. W., Barrientos, S., Riquelme, S., Baez, J. C., Cabral-Cano, E., Pérez-Campos, X., Hill, E. M., Protti, M., Ganas, A., Ruiz, M., Mothes, P., Jarrín, P., Nocquet, J. M., … D’Anastasio, E. (2019). A global database of strong-motion displacement GNSS recordings and an example application to PGD scaling. Seismological Research Letters, 90(1), 271–279. https://doi.org/10.1785/0220180177
Sha'ameri, A. Z., Aris, W. W., Sadiah, S., & Musa, T. A. (2021). Reliability of seismic signal analysis for earthquake epicenter location estimation using 1 Hz GPS kinematic solution. Measurement, 182, 109669. https://doi.org/10.1016/j.measurement.2021.109669
Sakalasuriya, M., Rahayu, H., Haigh, R., Amaratunga, P., & Wahdiny, I. (2022). Post-tsunami Indonesia: An Enquiry into the Success of Interface in Indonesian Tsunami Early Warning System (hal. 175–200). https://doi.org/10.1007/978-981-16-7401-3_8
Susilo, Meilano, I., Hardy, T., Kautsar, M. Al, Sarsito, D. A., & Efendi, J. (2021). Rapid Estimation of Earthquake Magnitude using GNSS Data. IOP Conference Series: Earth and Environmental Science, 873(1). https://doi.org/10.1088/1755-1315/873/1/012063
Urtiaga, Á. C., Berrocoso, M., Rosado, B., & Pazos, A. (2022). Detection and study of a high magnitude seismic event from GPS data: Case study of the 2011 Tohoku-Oki earthquake. Earth Sciences Research Journal, 26(2), 91-105. https://doi.org/10.15446/esrj.v26n2.97735
Xu, P., Shi, C., Fang, R., Liu, J., Niu, X., Zhang, Q., & Yanagidani, T. (2013). High-rate precise point positioning (PPP) to measure seismic wave motions: an experimental comparison of GPS PPP with inertial measurement units. Journal of geodesy, 87(4), 361-372. https://doi.org/10.1007/s00190-012-0606-z
Xu, P., Du, F., Shu, Y., Zhang, H., & Shi, Y. (2021). Regularized reconstruction of peak ground velocity and acceleration from very high-rate GNSS precise point positioning with applications to the 2013 Lushan Mw6. 6 earthquake. Journal of Geodesy, 95(1), 17. https://doi.org/10.1007/s00190-020-01449-6
Xu, P. (2025). High-rate GNSS detects the near-and far-field effects of displacements during the 2011 Tohoku Mw9. 0 earthquake. Tectonophysics, 907, 230742. https://doi.org/10.1016/j.tecto.2025.230742
Refbacks
- There are currently no refbacks.











.png)

