Derivative Analysis of Gravity Data in Revealing the Subsurface Fault Structure Model in Semeru Volcano, East Java and Its Surrounding
DOI:
https://doi.org/10.48048/tis.2024.8050Keywords:
Gravity, FHD, SVD, Subsurface fault structure, Semeru volcanoAbstract
Research with gravity data in the area of Semeru volcano has been undertaken. The study aims to determine the subsurface fault structure of the Semeru volcano by utilizing derivative analysis of gravity data anomalies. A comprehensive dataset of 1,929 measurement points, spaced 500 m apart, was analyzed to identify variations in the Bouguer anomaly. Complete Bouguer anomaly values ranged from 37 to 111 mGal. The contrast of Bouguer anomaly variations effectively delineates the boundaries of different rock formations: Mandalika, Wuni, Quarter Volcanic Semeru and Quarter Volcanic Jembangan. These formations are instrumental in causing significant variations in gravity anomalies, indicating an underlying geological structure. The derivative analysis, encompassing horizontal (FHD) and vertical (SVD) anomalies, unveiled a pronounced fault structure southeast of the Semeru crater, characterized by a NE-SW orientation. Advanced modeling, informed by residual anomaly incision lines and depth estimates derived from the radial spectrum, revealed a complex subsurface stratigraphy consisting of 5 types: Volcanic clastics, tuff, breccia, basaltic lava and andesitic lava. This research advances our understanding of the Semeru volcano’s subsurface architecture. It introduces an enhanced methodology for fault detection and characterization in volcanic areas, showcasing the potential of gravity data in geological investigations.
HIGHLIGHTS
- Gravity data processing: The research presents Bouguer anomaly which represents the subsurface geological formation of Semeru volcano.
- Estimating of fault structure based on derivative analysis of the gravity data from incision lines of anomaly map.
- Construction of geological subsurface, including rock formation boundaries and fault structures, in 2-dimensional models of gravity anomalies.
GRAPHICAL ABSTRACT
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A Novianto, S Sutanto, S Suharsono, C Prasetyadi and J Setiawan. Structure boundary separating using gravity data for central and southern parts of the east java basin beneath the quaternary volcanic deposits. Iraqi Geol. J. 2022; 55, 1-13.
H Suwargana, Z Zakaria, D Muslim, I Haryanto, EJ Wahyudi and N Rohaendi. Gravity modeling to understand the subsurface geology of the central part of West Bandung Regency (Citatah Karst Area, Cipatat-Padalarang). Trends Sci. 2023; 20, 6522.
C Gasston, JM Lindsay, JD Eccles, M Brook, M Hill and J Kenny. A geophysical and geomorphological investigation of large-offset normal faulting in Beachlands, Auckland. New Zeal. J. Geol. Geophys. 2021; 64, 37-48.
Y Ming, X Niu, X Xie, Z Han, Q Li and S Sun. Application of gravity exploration in urban active fault detection. IOP Conf. Ser. Earth Environ. Sci. 2021; 660, 012057.
SM Alif, EI Fattah and M Kholil. Geodetic slip rate and locking depth of east semangko fault derived from GPS measurement. Geodes. Geodyn. 2020; 11, 222-8.
A Susilo, Sunaryo, F Fitriah and Sarjiyana. Fault analysis in Pohgajih Village, Blitar, Indonesia using resistivity method for hazard risk reduction. Int. J. Geomate 2018; 14, 111-8.
C Xu. Do buried-rupture earthquakes trigger less landslides than surface-rupture earthquakes for reverse faults? Geomorphology 2014; 216, 53-57.
F Muttaqy, AD Nugraha, NT Puspito, DP Sahara, Z Zulfakriza, S Rohadi and P Supendi. Double-difference earthquake relocation using waveform cross-correlation in Central and East Java, Indonesia. Geosci. Lett. 2023; 10, 5.
S Pasari, AVH Simanjuntak, A Mehta, Neha and Y Sharma. The current state of earthquake potential on Java Island, Indonesia. Pure Appl. Geophys. 2021; 178, 2789-806.
A Susilo and Z Adnan. Probabilistic seismic hazard analysis of East Java Region, Indonesia. Int. J. Comput. Electr. Eng. 2013; 5, 341-4.
F Muttaqy, AD Nugraha, J Mori, NT Puspito, P Supendi and S Rohadi. Seismic imaging of lithospheric structure beneath Central-East Java Region, Indonesia: Relation to recent earthquakes. Front. Earth Sci. 2022; 10, 756806.
CCA Starheim, C Gomez, T Davies, F Lavigne and P Wassmer. In-flow evolution of lahar deposits from video-imagery with implications for post-event deposit interpretation, Mount Semeru, Indonesia. J. Volcanol. Geoth. Res. 2013; 256, 96-104.
N Wahyuningtyas, RP Yaniafari, F Rosyida, R Megasari, K Dewi and K Khotimah. Mapping a eruption disaster-prone area in the bromo-tengger-semeru national tourism strategic area (case study of Mount Semeru, Indonesia). GeoJournal Tourism Geosites 2021; 39, 1430-8.
Y Daud, A Sulistyo, F Fahmi, WA Nuqramadha, Fitrianita, RS Sesesega and S Rosid. First horizontal derivative and euler deconvolution in application for reconstructing structural signature over the Blawan-Ijen geothermal area. IOP Conf. Ser. Earth Environ. Sci. 2019; 2320, 040006.
R Lewerissa, N Alzair and L Lapono. Identification of ransiki fault segment in South Manokwari Regency, West Papua Province, Indonesia based on analysis of a high-resolution of global gravity field: Implications on the earthquake source parameters. IOP Conf. Ser. Earth Environ. Sci. 2021; 873, 012048.
MI Nurwidyanto, T Yulianto and S Widada. Modeling of Semarang Fault Zone using gravity method. J. Phys. Conf. Ser. 2019; 1217, 113-9.
KN Aziz, E Hartantyo and SW Niasari. The study of fault lineament pattern of the Lamongan volcanic field using gravity data. J. Phys. Conf. Ser. 2018; 1011, 012025.
Supriyadi, V Soraya, A Suprianto and N Priyantari. Identification of Blawan-Ijen fault based on GGMplus gravity data using Second Vertical Derivative (SVD) analysis. AIP Conf. Proc. 2021; 2663, 040005.
B Legowo, R Nailatunisrina, H Purwanto, B Purnama and W Suryanto. Modelling of Volcano Lawu Fault structure using gravity anomaly to determine landslides potential. IOP Conf. Ser. Earth Environ. 2022; 986, 012025.
M Sutasoma, A Susilo, Sunaryo, EA Suryo and S Minardi. Analysis of the rock layer contact using the gravity data of satellite imagery and resistivity method. Int. J. Geomate 2022; 23, 69-76.
E Aboud, A Shareef, FA Alqahtani and S Mogren. Using a 3D gravity inversion technique to image the subsurface density structure in the Lunayyir volcanic field, Saudi Arabia. J. Asian Earth Sci. 2018; 161, 14-24.
A Suprianto, S Adi and BE Cahyono. Correlation between GGMPlus, Topex and BGI gravity data in volcanic areas of Java Island correlation between GGMPlus, Topex and BGI gravity data in volcanic areas of Java Island. J. Phys. Conf. Ser. 2021; 1825, 012023.
M Camacho and R Alvarez. Geophysical modeling with satellite gravity data: Eigen-6C4 vs. GGM Plus. J. Eng. 2021; 13, 690-706.
M Yanis, F Abdullah, N Zaini and N Ismail. The northernmost part of the Great Sumatran Fault map and images derived from gravity anomaly. Acta Geophys. 2021; 69, 795-807.
J Fang, X Caijun, Y Wen, S Wang, G Xu, Y Zhao and L Yei. The 2018 Mw 7.5 Palu earthquake: A supershear rupture event constrained by InSAR and broadband regional seismograms. Rem. Sens. 2019; 11, 1330.
P Omollo and J Nishijima. Analysis and interpretation of the gravity data to delineate subsurface structural geometry of the Olkaria geothermal reservoir, Kenya. Geothermics 2023; 110, 102663.
LT Pham, AM Eldosouky, E Oksum and SA Saada. A new high resolution filter for source edge detection of potential field data. Geocarto Int. 2022; 37, 3051-68.
Y Hiramatsu, A Sawada, W Kobayashi, S Ishida and M Hamada. Gravity gradient tensor analysis to an active fault: A case study at the Togi-gawa Nangan fault, Noto Peninsula, Central Japan. Earth Planets Space 2019; 71, 107.
MS Rosid, YH Ali and M Ramdhan. Characterization of the Mamasa earthquake source based on hypocenter relocation and gravity derivative data analysis. Int. J. Geomate 2022; 23, 220-7.
NAG Lestari, S Maryanto and DR Santoso. Derivative analysis for estimating subsurface structures in the kawi-songgoriti geothermal area. AIP Conf. Proc. 2023; 2540, 060006.
M Shimomura, WFS Banggur and A Loeqman. Numerical simulation of pyroclastic flow at Mt. Semeru in 2002. Disast. Res. 2019; 14, 116-25.
S Siswowidjoyo, U Sudarsono and AD Wirakusumah. The threat of hazards in the Semeru volcano region in East Java, Indonesia. J. Asian Earth Sci. 1997; 15, 185-94.
T Nishimura, M Iguchi, R Kawaguchi, Surono, M Hendrasto and U Rosadi. Inflations prior to vulcanian eruptions and gas bursts detected by tilt observations at Semeru Volcano, Indonesia. Bull. Volcanol. 2012; 74, 903-11.
A Solikhin, J Thouret, A Gupta, AJL Harris and S Chin. Geomorphology geology, tectonics, and the 2002 - 2003 eruption of the Semeru Volcano, Indonesia: Interpreted from high-spatial resolution satellite imagery. Geomorphology 2012; 138, 364-79.
Sujanto, Hadisantono R, Kusnama, R Chaniago and R Baharudin. Geologic map of the Turen Quadrangle, Jawa. Geological Research and Development Centre, Bandung, Indonesia, 1992.
JC Thouret, F Lavigne, H Suwa, B Sukatja and Surono. Volcanic hazards at Mount Semeru, East Java (Indonesia), with emphasis on lahars. Bull. Volcanol. 2007; 70, 221-44.
M Albayrak, C Hirt, S Guillaume, K Halicioglu, MT Özlüdemir and CK Shum. Quality assessment of global gravity field models in coastal zones: A case study using astrogeodetic vertical deflections in Istanbul, Turkey. Studia Geophys. Geodaetica 2020; 64, 306-29.
M Akhadi, D Harahap, H Subakti and Wandono. The utilization of GGMplus data using derivative method and 3D modeling of subsurface structure for Trienggadeng fault identification in Pidie Jaya, Aceh Region. J. Phys. Conf. Ser. 2021; 1805, 012037.
MFR Hasan, A Susilo, EA Surto, PAM Agung, MH Idmi, DA Suaidi and F Aprilia. Mapping of landslide potential in Payung, Batu City, Indonesia, using global gravity model plus (GGMplus) data as landslide mitigation. Iraqi Geol. J. 2024; 57, 159-68.
H Kebede, A Alemu and S Fisseha. Upward continuation and polynomial trend analysis as a gravity data decomposition, case study at Ziway-Shala basin, central Main Ethiopian rift. Heliyon 2020; 2405, e03292.
RJ Blakely. Potential theory in gravity and magnetic applications. Cambridge University Press, Cambridge, England, 1996.
MS Rosid. Determining fault structure using First Horizontal Derivative (FHD) and Horizontal Vertical Diagonal Maxima (HVDM) method: A comparative study. AIP Conf. Proc. 2017; 1862, 030171.
A Barkah and Y Daud. Identification of structural geologyat the Tangkuban Parahu geothermal area, West Java based on remote sensing and gravity data. AIP Conf. Proc. 2021; 2320, 040006.
A Realita, MN Fahmi, T Prastowo and M Madlazim. Detection of lahar flow direction from Semeru eruption on 4 December 2021 using gravity method. J. Phys. Sci. Eng. 2022; 7, 75-85.
BD Mulugeta, Y Fujimitsu, J Nishijima and H Saibi. Interpretation of gravity data to delineate the subsurface structures and reservoir geometry of the Aluto-Langano geothermal field, Ethiopia. Geothermics 2021; 94, 102093.
N Sulaiman, MM Nordiana, R Saad, M Syukri, H Hisham, U Maslinda and SR Ihsan. Gravity method used in identifying the northern part of Seulimeum Fault, Krueng Raya, Aceh Besar, Indonesia. Electron. J. Geotech. Eng. 2015; 20, 4631-7.
MS Rosid and H Siregar. Determining fault structure using first horizontal derivative (FHD) and horizontal vertical diagonal maxima (HVDM) method: A comparative study. AIP Conf. Proc. 2017; 1862, 030171.
P Sumintadireja, D Dahrin and H Grandis. A note on the use of the second vertical derivative (SVD) of gravity data with reference to Indonesian cases. J. Eng. Tech. Sci. 2018; 50, 127-39.
AD Hafidah, Y Daud and A Usman. Reservoir identification based on gravity method at ‘aUN’ geothermal field. E3S Web Conf. 2019; 125, 14008.
WM Telford, LP Geldart and RE Sheriff. Applied geophysics. Cambridge University Press, Cambridge, England, 1990.
IG Sutawidjaja, D Wahyudin and E Kusdinar. Geological map of Semeru Volcano, East Java. Volcanological Survey of Indonesia, Bandung, Indonesia, 1996.
Z Kassouk, J Thouret, A Gupta, A Solikhin and S Chin. Object-oriented classification of a high-spatial resolution SPOT5 image for mapping geology and landforms of active volcanoes: Semeru case study, Indonesia. Geomorphology 2014; 221, 18-33.
S Nakada, F Maeno, M Yoshimoto, N Hokanishi, T Shimano, A Zaenudin and M Iguci. Eruption scenarios of active volcanoes in Indonesia. J. Disast. Res. 2019; 14, 40-50.
NAZ Yahaya, AHM Din, AH Omar, NM Abdullah, NM Yazid, MF Pa’suya and MIA Wahab. Assessment of global geopotential models for modelling Malaysia marine geoid. Int. J. Integrated Eng. 2022; 14, 13-24.
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