ANALISIS KEAKURATAN SOLUSI CENTROID MOMENT-TENSOR (CMT) PADA JOKO TINGKIR MENGGUNAKAN METODE MEAN ABSOLUTE ERROR (MAE) DAN SUDUT KAGAN DI WILAYAH JAWA TIMUR

Authors

  • Muhammad Ramdhani Novalianto Universitas Negeri Surabaya
  • Madlazim Madlazim Universitas Negeri Surabaya
  • Arie Realita Universitas Negeri Surabaya

DOI:

https://doi.org/10.26740/ifi.v14n2.p243-252

Keywords:

Centroid Moment-Tensor, Joko Tingkir, GlobalCMT, MAE, Sudut Kagan, Kagan Angle

Abstract

Abstrak

Wilayah Jawa Timur merupakan kawasan aktif secara tektonik yang rawan terjadi gempa bumi. Untuk menunjang mitigasi bencana, diperlukan pemahaman yang akurat terhadap mekanisme sumber gempa. Penelitian ini bertujuan untuk mengevaluasi kualitas solusi Centroid Moment-Tensor (CMT) dari sistem Joko Tingkir dengan membandingkannya terhadap solusi dari GlobalCMT. Metode yang digunakan mencakup Mean Absolute Error (MAE) untuk menilai selisih absolut parameter mekanisme sumber (strike, dip, rake) dan sudut Kagan untuk mengukur kesesuaian orientasi bidang patahan. Hasil menunjukkan bahwa nilai MAE masing-masing adalah 64,5° (strike), 14,00° (dip), dan 27,17° (rake). Sementara itu, sudut Kagan berada dalam rentang 2,066° hingga 22,814°, yang masih di bawah ambang batas toleransi 60°. Temuan ini menunjukkan bahwa solusi CMT dari Joko Tingkir cukup konsisten dengan GlobalCMT dan dapat dijadikan referensi awal dalam analisis mekanisme gempa bumi di Jawa Timur. 

 

Abstract

East Java is one of Indonesia’s tectonically active regions with high seismic risk. To support disaster mitigation, accurate understanding of earthquake source mechanisms is essential. This study aims to assess the accuracy of Centroid Moment Tensor (CMT) solutions generated by Joko Tingkir software by comparing them with GlobalCMT solutions. The Mean Absolute Error (MAE) method was employed to evaluate absolute differences in strike, dip, and rake parameters, while Kagan angle was used to assess the consistency of fault plane orientation. The results show MAE values of 64.5° for strike, 14.00° for dip, and 27.17° for rake. The Kagan angles ranged from 2.066° to 22.814°, well below the 60° tolerance threshold. These findings indicate that Joko Tingkir’s CMT solutions are sufficiently accurate and consistent with GlobalCMT data for preliminary earthquake source mechanism estimation in East Java.

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References

Gonzalez, O., Clouard, V., & Zahradnik, J. (2017). Moment tensor solutions along the central Lesser Antilles using regional broadband stations. Tectonophysics, 717, 214–225.

Grigoli, F., Ellsworth, W. L., Zhang, M., Mousavi, M., Cesca, S., Satriano, C., Beroza, G. C., & Wiemer, S. (2021). Relative earthquake location procedure for clustered seismicity with a single station. Geophysical Journal International, 225(1), 608–626. https://doi.org/10.1093/gji/ggaa607

Hodson, T. O. (2022). Root-mean-square error (RMSE) or mean absolute error (MAE): when to use them or not. Geoscientific Model Development, 15(14), 5481–5487. https://doi.org/10.5194/gmd-15-5481-2022

Hodson, T. O. (2022). Root-mean-square error (RMSE) or mean absolute error (MAE): when to use them or not. Geoscientific Model Development, 15(14), 5481–5487. https://doi.org/10.5194/gmd-15-5481-2022

Hutchings, S. J., & Mooney, W. D. (2021). The Seismicity of Indonesia and Tectonic Implications. Geochemistry, Geophysics, Geosystems, 22(9), e2021GC009812. https://doi.org/10.1029/2021GC009812

Irsyam, M., Cummins, P. R., Asrurifak, M., Faizal, L., Natawidjaja, D. H., Widiyantoro, S., Meilano, I., Triyoso, W., Rudiyanto, A., Hidayati, S., Ridwan, M., Hanifa, N. R., & Syahbana, A. J. (2020). Development of the 2017 national seismic hazard maps of Indonesia. Earthquake Spectra, 36(1_suppl), 112–136. https://doi.org/10.1177/8755293020951206

Kagan, Y. Y. (1991). 3-D rotation of double-couple earthquake sources. Geophysical Journal International, 106(3), 709–716. https://doi.org/10.1111/j.1365-246X.1991.tb06343.x

Kilb, D. (2006). Fault Parameter Constraints Using Relocated Earthquakes: A Validation of First-Motion Focal-Mechanism Data. Bulletin of the Seismological Society of America, 96(3), 1140–1158. https://doi.org/10.1785/0120040239

Madlazim, & Hariyono, E. (2014). Joko Tingkir program for estimating tsunami potential rapidly. AIP Conference Proceedings, 1617(1), 57–59.

Madlazim, M. (2015). Validation of Joko Tingkir software using tsunami. Journal of Tsunami Society International, 34(3), 189–198.

Madlazim, Nurul Fahmi, M., Permata Sari, D., Meilianda, E., & Koesuma, S. (2024). Implementing and evaluating an automatic centroid moment tensor procedure for the Indonesia region and surrounding areas. Earth and Planetary Physics, 8(4), 609–620. https://doi.org/10.26464/epp2024039

Maulidah, D. F. (2016). Analisis Persebaran Seismisitas Wilayah Sumatera Selatan Periode 2010-2015 Dengan Menggunakan Metode Double Difference. Institut Teknologi Sepuluh Nopember.

Nakano, M., Kumagai, H., & Inoue, H. (2008). Waveform inversion in the frequency domain for the simultaneous determination of earthquake source mechanism and moment function. Geophysical Journal International, 173(3), 1000–1011. https://doi.org/10.1111/j.1365-246X.2008.03783.x

Oktaviani, R. D., Madlazim, M., & Fahmi, M. N. (2024). Analisis Keakuratan Hasil Centroid Moment-Tensor (CMT) Joko Tingkir Secara Otomatis dan Real-Time Untuk Gempa Bumi Sedang dan Besar Di Indonesia. Inovasi Fisika Indonesia, 13(3), 40–49.

Praja, N. K., Supartoyo, & Omang, A. (2021). GEMPA BUMI MERUSAK JAWA TIMUR SELATAN 10 APRIL 2021. JURNAL GEOMINERBA (JURNAL GEOLOGI, MINERAL DAN BATUBARA), 6(2), 136–149. https://doi.org/10.58522/ppsdm22.v6i2.50

Pusat Studi Gempa Nasional. (2017). Peta Sumber dan Bahaya Gempa Indonesia Tahun 2017. In Pusat Litbang Perumahan dan Pemukiman, Badan Penelitian dan Pengembangan Kementerian Pekerjaan Umum dan Perumahan Rakyat (PUPR), Jakarta.

Putri, S. A. R., Fahmi, M. N., & Madlazim, M. (2024). Analisis Keakuratan Centroid Moment Tensor (CMT) pada Software Joko Tingkir untuk Wilayah Laut Banda Menggunakan Metode RMSE dan Sudut Kagan. Inovasi Fisika Indonesia, 13(3), 7–17.

Quinn, D. P., & Ehlmann, B. L. (2019). A PCA‐Based Framework for Determining Remotely Sensed Geological Surface Orientations and Their Statistical Quality. Earth and Space Science, 6(8), 1378–1408. https://doi.org/10.1029/2018EA000416

Sawade, L., Beller, S., Lei, W., & Tromp, J. (2022). Global centroid moment tensor solutions in a heterogeneous earth: the CMT3D catalogue. Geophysical Journal International, 231(3), 1727–1738. https://doi.org/10.1093/gji/ggac280

Sokos, E. N., & Zahradnik, J. (2008). ISOLA a Fortran code and a Matlab GUI to perform multiple-point source inversion of seismic data. Computers & Geosciences, 34(8), 967–977. https://doi.org/https://doi.org/10.1016/j.cageo.2007.07.005

Submawati, D. M. (2014). Estimasi Momen Tensor, Pola Bidang Sesar Dan Mekanisme Fokus Gempa Tohoku-Oki Jepang Pada Tahun 2011 Dengan Memanfaatkan Inversi Wavefrom Tiga Komponen Menggunakan Program Isola. Institut Teknologi Sepuluh Nopember.

Triantafyllis, N., Sokos, E., Ilias, A., & Zahradník, J. (2016). Scisola: Automatic Moment Tensor Solution for SeisComP3. Seismological Research Letters, 87(1), 157–163. https://doi.org/10.1785/0220150065

Triantafyllis, N., Venetis, I., Fountoulakis, I., Pikoulis, E.-V., Sokos, E., & Evangelidis, C. (2021). Gisola: {Real-Time} Moment Tensor computation optimized for multicore and manycore architectures. {EGU} General Assembly Conference Abstracts, EGU21--15888.

Triantafyllis, N., Venetis, I., Fountoulakis, I., Pikoulis, E., Sokos, E., & Evangelidis, C. (2021b). Gisola: Real-Time Moment Tensor computation optimized for multicore and manycore architectures (Issue March, pp. 4–5). https://doi.org/10.5194/egusphere-egu21-15888

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Published

2025-09-17

How to Cite

Novalianto, M. R., Madlazim, M., & Realita, A. (2025). ANALISIS KEAKURATAN SOLUSI CENTROID MOMENT-TENSOR (CMT) PADA JOKO TINGKIR MENGGUNAKAN METODE MEAN ABSOLUTE ERROR (MAE) DAN SUDUT KAGAN DI WILAYAH JAWA TIMUR . Inovasi Fisika Indonesia, 14(2), 243–252. https://doi.org/10.26740/ifi.v14n2.p243-252

Issue

Section

Fisika Kebumian
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