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Analysis of Anthropogenic Seismic Noise Characteristics in Urban and Rural Areas of Bali Island, Indonesia

Urip Setiyono orcid scopus  -  1) Department of Physics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Depok, , Indonesia
*Mohammad Syamsu Rosid  -  Department of Physics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Depok, Indonesia. Kampus UI, Pondok Cina, Kecamatan Beji, Kota Depok, Jawa Barat 16424, Indonesia
Prawito Prajitno  -  Department of Physics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Depok, Indonesia. Kampus UI, Pondok Cina, Kecamatan Beji, Kota Depok, Jawa Barat 16424, Indonesia
Supriyanto Rohadi  -  Department of Physics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Depok, Indonesia. Kampus UI, Pondok Cina, Kecamatan Beji, Kota Depok, Jawa Barat 16424, Indonesia
Ade Andika Saputra  -  Department of Physics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Depok, Indonesia. Kampus UI, Pondok Cina, Kecamatan Beji, Kota Depok, Jawa Barat 16424, Indonesia
Received: 2 Oct 2025; Revised: 11 Feb 2026; Accepted: 21 Feb 2026; Available online: 30 May 2026; Published: 30 May 2026.

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Abstract

Seismic noise significantly affects the quality of earthquake detection data. This study analyzes the characteristics of anthropogenic seismic noise recorded at eight permanent broadband seismic stations in the urban and rural areas of Bali, Indonesia, from 2020 to 2024. Power spectral density (PSD) analysis was performed in the frequency range of 1–10 Hz. This frequency represents the noise from human activities. A comparison of the noise between the low tourist season (March) and the peak tourist season (August) was analyzed. The results show that stations in urban areas consistently have dominant frequencies up to 10 Hz with seasonal PSD increases of +1 to +6 dB, often exceeding the New High Noise Model (NHNM). In contrast, stations in rural areas recorded lower dominant frequencies (2–6 Hz) with moderate variations and, in some cases exhibited negative ΔPSD. Local geological factors played a significant role: volcanic breccias and massive lava flows dampen high-frequency noise, while loose sediments amplify anthropogenic signals. Anomalies during specific periods, when community mobility is drastically reduced, highlight the sensitivity of rural stations to changes in human activity intensity. These findings placing Bali as a natural laboratory for studying the complex interactions between human activity, geology, and seismic noise, with broad implications for seismic network design and site evaluation in tourism and densely populated areas worldwide.

Keywords: Anthropogenic noise; Power Spectral Density (PSD); Site characterization; Tourist season; Bali, Indonesia
Funding: Badan Meteorologi, Klimatologi, dan Geofisika (BMKG) under contract DIPA 075.01.1.667587/2023

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Section: Articles
Language : EN
  1. . C. Rossi, F. Grigoli, P. Gasperini, S. Gandolfi, C. Cocorullo, T. Gukov, and P. Macini, “Seismic Noise Reduction as a Function of Depth Recorded by a Vertical Array Installed in a 285-m-Deep Borehole at a Gas Storage Field in Northern Italy,” Seismol. Res. Lett. 94(4), 1925–1935 (2023)
  2. . A. Pakhomov and T. Goldburt, “Seismic signals and noise assessment for foot step detection range estimation in different environments,” Proc. SPIE - Int. Soc. Opt. Eng. 5417, 87–98 (2004)
  3. . J. R. R. Ritter and H. Sudhaus, “Characterization of small local noise sources with array seismology,” Near Surf. Geophys. 5(4), 253–261 (2007)
  4. . Y. Yang and F. Niu, “Using unsupervised machine learning for clustering seismic noise: a case study of a dense seismic array at the Weifang segment of the Tanlu Fault,” Acta Geophys. Sin. 65(7), 2573–2594 (2022)
  5. . T. Lecocq, S. P. Hicks, K. van Noten, K. van Wijk, P. Koelemeijer, R. S. M. de Plaen, F. Massin, G. Hillers, R. E. Anthony, M.-T. Apoloner, M. Arroyo-Solórzano, J. D. Assink, P. Büyükakpınar, A. Cannata, F. Cannavo, S. Carrasco, C. Caudron, E. J. Chaves, D. G. Cornwell, D. Craig, O. F. C. den Ouden, J. Diaz, S. Donner, C. P. Evangelidis, L. Evers, B. Fauville, G. A. Fernandez, D. Giannopoulos, S. J. Gibbons, T. Girona, B. Grecu, M. Grunberg, G. Hetényi, A. Horleston, A. Inza, J. C. E. Irving, M. Jamalreyhani, A. Kafka, M. R. Koymans, C. R. Labedz, E. Larose, N. J. Lindsey, M. McKinnon, T. Megies, M. S. Miller, W. Minarik, L. Moresi, V. H. Márquez-Ramírez, M. Möllhoff, I. M. Nesbitt, S. Niyogi, J. Ojeda, A. Oth, S. Proud, J. Pulli, L. Retailleau, A. E. Rintamäki, C. Satriano, M. K. Savage, S. Shani-Kadmiel, R. Sleeman, E. Sokos, K. Stammler, A. E. Stott, S. Subedi, M. B. Sørensen, T. Taira, M. Tapia, F. Turhan, B. van der Pluijm, M. Vanstone, J. Vergne, T. A. T. Vuorinen, T. Warren, J. Wassermann, and H. Xiao, “Global quieting of high-frequency seismic noise due to COVID-19 pandemic lockdown measures,” Science (80-. ). 369(6509), 1338–1343 (2020)
  6. . D. E. McNamara and R. P. Buland, “Ambiente noise levels in the continental United States,” Bull. Seismol. Soc. Am. 94(4), 1517–1527 (2004)
  7. . N. Riahi and P. Gerstoft, “The seismic traffic footprint: Tracking trains, aircraft, and cars seismically,” Geophys. Res. Lett. 42(8), 2674–2681 (2015)
  8. . G. Ginaya, M. Ruki, and N. W. Wahyu Astuti, “Zero Dollar Tourists: Critical Analisys on Discourse of Chinese Market Segment in Bali Tourism,” J. Kaji. Bali 9(1), 141–164 (2019)
  9. . M. Arroyo-Solórzano, D. Castro-Rojas, F. Massin, L. Linkimer, I. Arroyo, and R. Yani, “COVID-19 lockdown effects on the seismic recordings in Central America,” Solid Earth 12(10), 2127–2144 (2021)
  10. . B. Grecu, F. Borleanu, A. Tiganescu, N. Poiata, R. Dinescu, and D. Tataru, “The effect of 2020 COVID-19 lockdown measures on seismic noise recorded in Romania,” Solid Earth 12(10), 2351–2368 (2021)
  11. . K. H. Chen, T. C. Yeh, Y. Chen, C. W. Johnson, C. H. Lin, Y. C. Lai, M. H. Shih, P. Guéguen, W. G. Huang, and B. S. Huang, “Characteristics and impact of environmental shaking in the Taipei metropolitan area; Sci. Rep. 12 (1)” (2022)
  12. . D. N. Green, I. D. Bastow, B. Dashwood, and S. E. J. Nippress, “Characterizing broadband seismic noise in Central London,” Seismol. Res. Lett. 88(1), 113–124 (2017)
  13. . T.-K. Hong, J. Lee, G. Lee, J. Lee, and S. Park, “Correlation between ambient seismic noises and economic growth,” Seismol. Res. Lett. 91(4), 2343–2354 (2020)
  14. . H. Nimiya, T. Ikeda, and T. Tsuji, “Temporal changes in anthropogenic seismic noise levels associated with economic and leisure activities during the COVID-19 pandemic,” Sci. Rep. 11(1) (2021)
  15. . M. O. H. M. O. H. MYINT THU and S. Singh, “Study of the acoustic features and exposures of some typical construction noise sources in India,” INTER-NOISE NOISE-CON Congr. Conf. Proc. 270, 7614–7620 (2024)
  16. . A. L. Ponomarev, T. S. Ulanova, O. A. Molok, and A. A. Odegov, “Environmental Noise Measurement Technique and Evaluation of Contribution of a Large Industrial Enterprise to Noise Pollution in the Neighboring Residential Area,” Public Heal. Life Environ. 2022(12), 59–65 (2022)
  17. . B. Saadia and G. Fotopoulos, “Unsupervised clustering of ambient seismic noise in an urban environment,” Comput. Geosci. 179 (2023)
  18. . K. Sumaja, I. K. M. Satriyabawa, S. Maharani, and W. A. Mustika, “The Climate Comfort and Risk Assessment for Tourism in Bali, Indonesia,” Springer Proc. Phys. 290, 545–553 (2023)
  19. . D. P. K. Badung, “No Title”
  20. . D. P. K. Bangli, “No Title”
  21. . D. P. K. Buleleng, “No Title”
  22. . D. P. K. Denpasar, “No Title”
  23. . D. P. K. Klungkung, “No Title”
  24. . D. P. K. Tabanan, “No Title”
  25. . P. D. Welch, “The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms,” IEEE Trans. audio Electroacoust. 15(2), 70–73 (1967)
  26. . R. E. Anthony, A. T. Ringler, D. C. Wilson, M. Bahavar, and K. D. Koper, “How processing methodologies can distort and bias power spectral density estimates of seismic background noise,” Seismol. Res. Lett. 91(3), 1694–1706 (2020)
  27. . J. R. Peterson, “Observations and modeling of seismic background noise” (1993)
  28. . A. N. Besedina and T. A. Tubanov, “Microseisms as a tool for geophysical research. A review,” J. Volcanol. Seismol. 17(2), 83–101 (2023)
  29. . D. E. McNamara and R. P. Buland, “Ambiente noise levels in the continental United States,” Bull. Seismol. Soc. Am. 94(4), 1517–1527 (2004)
  30. . A. M. Akhverdiev, “Seismic wavelets and amplitudes dynamics filtering to increase seismic resolution,” Geomodel 2016 - 18th Sci. Appl. Res. Conf. Oil Gas Geol. Explor. Dev. (2016)
  31. . R. George, S. Joel, and P. Keall, “SU‐FF‐J‐83: To Investigate the Rate Reproducibility of Respiration Motion Using the Concept of Dominant Frequency, Power of Dominant Frequency and Dominant Bandwidth,” Med. Phys. 34(6), 2387 (2007)
  32. . J. Clarke, L. Adam, K. van Wijk, and J. Sarout, “The influence of fluid type on elastic wave velocity and attenuation in volcanic rocks,” J. Volcanol. Geotherm. Res. 403 (2020)
  33. . D. G. Albert and S. N. Decato, “Acoustic and seismic ambient noise measurements in urban and rural areas,” Appl. Acoust. 119, 135–143 (2017)
  34. . V. K. Lemzikov and M. V Lemzikov, “Estimating the Attenuation of Seismic Wave Energy at Short Distances from Kizimen Volcano, Kamchatka,” J. Volcanol. Seismol. 14(4), 211–219 (2020)
  35. . C. Martínez-Arévalo, F. Bianco, J. M. Ibánez, and E. Del Pezzo, “Shallow seismic attenuation and shear-wave splitting in the short period range of Deception Island volcano (Antarctica),” J. Volcanol. Geotherm. Res. 128(1–3), 89–113 (2003)
  36. . E. D. Pezzo, “Chapter 13 Seismic Wave Scattering in Volcanoes,” Adv. Geophys. 50, 353–371 (2008)
  37. . M. B. E. Mørk, “Diagenesis and quartz cement distribution of low-permeability Upper Triassic-Middle Jurassic reservoir sandstones, Longyearbyen CO2 lab well site in Svalbard, Norway,” Am. Assoc. Pet. Geol. Bull. 97(4), 577–596 (2013)
  38. . Y. Xu, X. Yang, and L. Mei, “Reservoir Characteristics and Main Control Factors of Conglomerate Reservoir of El3 in the Northwest Steep Slope Zone of Weixinan Depression,” Diqiu Kexue - Zhongguo Dizhi Daxue Xuebao/Earth Sci. - J. China Univ. Geosci. 45(5), 1706–1721 (2020)
  39. . J. Yan, J. Fan, M. Wang, Z. Li, Q. Hu, and J. Chao, “Rock fabric and pore structure of the Shahejie sandy conglomerates from the Dongying depression in the Bohai Bay Basin, East China,” Mar. Pet. Geol. 97, 624–638 (2018)
  40. . A. Chaaraoui, M. Chourak, J. A. Peláez, and S.-E. Cherif, “Seismic site effects investigation in the urban area of Nador (NE Morocco) using ambient noise measurements,” Arab. J. Geosci. 14(18) (2021)
  41. . A. K. Mundepi and A. Paul, “Estimation of site amplification at various litho-units in NW-Himalaya using horizontal to vertical ratio,” J. Geol. Soc. India 70(4), 605–609 (2007)
  42. . K. Wawrzyniak, “Frequency content of P and S waves in different lithologies from acoustic full waveforms,” Near Surf. 2005 (2005)
  43. . L. Gisselbrecht, B. Froment, P. Boué, and C. Gélis, “Insights into the conditions of application of noise-based spectral ratios in a highly industrialized area: a case study in the French Rhone Valley,” Geophys. J. Int. 234(2), 985–997 (2023)
  44. . T. V Efremova and Y. N. Goryachkin, “Anthropogenic Impact on the Lithodynamics of the Coastal Zone of the Southern and Western Black Sea Coast (Review),” Ecol. Saf. Coast. Shelf Zo. Sea (2), 5–29 (2021)
  45. . J. Diaz, M. Schimmel, M. Ruiz, and R. Carbonell, “Seismometers Within Cities: A Tool to Connect Earth Sciences and Society,” Front. Earth Sci. 8 (2020)

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