Structural Framework of the Nyi Sindurejo Geothermal System Revealed by Gravity Data Analysis, East Java, Indonesia
DOI:
https://doi.org/10.37134/jsml.vol14.1.7.2026Keywords:
Nyi Sindurejo , Lineament analysis, Kasinan-Songgoriti, GGMplus Gravity Data, Batu geothermal areaAbstract
The “Nyi Sindurejo” geothermal manifestation in Batu City, East Java, is an atypical geothermal feature. It is located in the central part of Batu City, relatively distant from the active volcanic center. Although it is close to the Kasinan and Songgoriti geothermal systems, no previous specific geoscientific study has evaluated its structural framework and geothermal potential. This study aims to analyze the structural controls of Nyi Sindurejo and assess its possible relationship with adjacent geothermal systems. We utilized Digital Elevation Model (DEM) data to extract geomorphological lineaments and GGMplus data to examine anomaly contrasts. Lineaments were identified and mapped based on topographic features. The gravity data were analyzed to delineate subsurface density differences. Geomorphological lineament analysis reveals a dominant N-S trend with a secondary NNW-SSE orientation. No structural trends appear to connect Nyi Sindurejo with the Kasinan-Songgoriti geothermal systems. The residual Bouguer anomaly indicates local variations in subsurface density without significant continuity toward adjacent geothermal areas It represents a local system rather than being connected to the nearby Songgoriti-Kasinan geothermal areas.
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References
Abduh AG, Usman FCA, Tampoy WM, Manyoe IN. (2021). Remote Sensing Analysis of Lineaments using Multidirectional Shaded Relief from Digital Elevation Model (DEM) in Olele Area, Gorontalo. Journal of Physics Conference Series, 1783(1), 012095. doi:10.1088/1742-6596/1783/1/012095
Alaoui MM, Kacimi I, Diani K, Morarech M. (2025). Integrating remote sensing and knowledge-based systems for structural lineament mapping in the Rif Belt. Geosciences, 15(9), 336. doi:10.3390/geosciences15090336
Alqahtani F, Aboud E, Ehsan M, Naseer Z, Abdulfarraj M, Abdelwahed MF, El-Masry N. (2023). Geothermal exploration using remote sensing, surface temperature, and geophysical data in Lunayyir Volcanic Field, Saudi Arabia. Sustainability, 15(9), 1-21. doi:10.3390/su15097645
Anderson A, Rezaie B. (2019). Geothermal technology: Trends and potential role in a sustainable future. Applied Energy, 248, 18-34. doi:10.1016/j.apenergy.2019.04.102
Aris M, Elvian VA, Pradana ID, Sinaga MT. (2021). Developing Geothermal Manifestation as Geotourism site: a Case Study of Cangar Geothermal Manifestation. 43rd Scientific Annual Meeting of Indonesian Association of Geophysicist: Geoscience for Energy, Society, and Sustainability, Semarang, Indonesia.
Arrofi D, Abu-Mahfouz IS. (2023). Delineating reservoir area using geologic remote sensing analysis, Jizan (Saudi Arabia): Implications for geothermal exploration. Geoenergy Science and Engineering, 228, 212033. doi:10.1016/j.geoen.2023.212033
Badan Informasi Geospasial (BIG) Badan Infomasi Geos. (2018). Digital Elevation Model Nasional (DEMNAS).
Bakker E. (2024). Multidirectional Lineament Analysis from DEMNAS Digital Elevation Model, Application for Detection Permeability Zone Tulehu Geothermal Field. Central Moluccas, 5(2), 111-118. doi:10.23960/jgrs.ft.unila.292
Barkah A, Daud Y. (2021). Identification of Structural Geologyat the Tangkuban Parahu Geothermal Area, West Java Based on Remote Sensing and Gravity Data. AIP Conference Proceedings, 2320. doi:10.1063/5.0038809
Daud Y, Nuqramadha WA, Fahmi F, Sesesega RS, Fitrianita, Pratama SA, Munandar A. (2019). Resistivity characterization of the Arjuno-Welirang volcanic geothermal system (Indonesia) through 3-D Magnetotelluric inverse modeling. Journal of Asian Earth Sciences, 174, 352-363. doi:10.1016/j.jseaes.2019.01.033
Feng H, Hu Q, Zhao P, Ai M, Wang S, Zheng D. (2025). Geothermal detection study using remote sensing data by combining machine learning and deep learning: A case study of Huanggang City. Geothermics, 130, 103338. doi:10.1016/j.geothermics.2025.103338
Gunawan I, Alawiyah S. (2021). Terrain Correction in Gravity Data Processing using Hybrid Land Survey and Shuttle Radar Topography Mission Digital Elevation Model : A Case Study in Mount Pandan , Indonesia Terrain Correction in Gravity Data Processing using Hybrid Land Survey and Shutt. 9th Asian Physics Symposium, 1-6. doi:10.1088/1742-6596/2243/1/012012
Hadi MN, Kusnadi D, Sugianto A. (2010). Penyelidikan Terpadu Geologi, Geokimia dan Geofisika Daerah Panas Bumi Arjuno - Welirang, Kabupaten Mojokerto dan Malang, Provinsi Jawa Timur. Pusat Sumber Daya Geologi.
Hirt C, Claessens S, Fecher T, Kuhn M, Pail R, Rexer M. (2013). New Ultrahigh-Resolution Picture of Earth’s Gravity Field. Geophysical Research Letters, 40(16), 4279-4283. doi:10.1002/grl.50838
Kebede H, Alemu A, Fisseha S. (2020). Upward continuation and polynomial trend analysis as a gravity data decomposition, case study at Ziway-Shala basin, central Main Ethiopian rift. Heliyon, 6(1), e03292. doi:10.1016/j.heliyon.2020.e03292
Lestari FA, Maryanto S, Santoso DR. (2019). Continuity Reservoir Magnetic Anomaly at Kelud, Kasinan-Songgoriti, and Arjuno- Welirang of Geothermal Area, East Java Indonesia. SSRG International Journal of Applied Physics, 6(3), 111-117. doi:10.20508/ijrer.v9i2.9182.g7655
Lestari NAG, Maryanto S, Santoso DR. (2020). Identification of Kawi-Songgoriti Geothermal Prospects Based on Fault and Fracture Density (Ffd). Journal of Environmental Engineering & Sustainable Technology, 7(2), 18-25.
Lestari NAG, Maryanto S, Santoso DR. (2023). Derivative Analysis for Estimating Subsurface Structures in the Kawi-Songgoriti Geothermal Area. AIP Conference Proceedings, 2540, 1-11. doi:10.1063/5.0106820
Mao X, Chen Y, Liu Z, Yang X, Li S, Wang D, Chen G. (2024). Hydrothermal alteration and its geochemistry of the Xiadian gold deposit, Jiaodong Peninsula, China: Implications for fluid-rock interaction processes and mineral exploration. Ore Geology Reviews, 170, 106134. doi:10.1016/j.oregeorev.2024.106134
Ministry of Energy and Mineral Resources. (2024). Handbook of Energy & Economic Statistics of Indonesia 2023. Kementerian ESDM RI.
Nasruddin IAM, Daud Y, Surachman A, Sugiyono A, Aditya HB, Mahlia TMI. (2016). Potential of geothermal energy for electricity generation in Indonesia: A review. Renewable and Sustainable Energy Reviews, 53(2016), 733-740. doi:10.1016/j.rser.2015.09.032
Novianti E, Realita A, Prastowo T. (2024). Analisis dan interpretasi anomali gravitasi untuk identifikasi potensi sumber panas bumi di Gunung Arjuno-Welirang. Smithsonian Institution, 13, 13-24.
Pereira M, Matias D, Viveiros F, Moreno L, Silva C, Zanon V, Uchoa J. (2022). The contribution of hydrothermal mineral alteration analysis and gas geothermometry for understanding high-temperature geothermal fields - The case of Ribeira Grande geothermal field, Azores. Geothermics, 105, 102519. doi:10.1016/j.geothermics.2022.102519
Prabowo A, Verdiansyah O, Prabowo R. (2021). Extraction of Lineament Density Analysis from ASTER DEM for Determine the Vein Direction. Proceedings of the 2nd International Conference on Industrial and Technology and Information Design, Yogyakarta, Indonesia. doi:10.4108/eai.30-8-2021.2311530
Puppala H, Saikia P, Kocherlakota P, Suriapparao DV. (2023). Evaluating the applicability of neural network to determine the extractable temperature from a shallow reservoir of Puga geothermal field. International Journal of Thermofluids, 17, 100259. doi:10.1016/j.ijft.2022.100259
Puspita MB, Aprilla AN, Maryanto S, Sari RPH. (2024). Preliminary Study of Subsurface Geological Setting Based on the Gravity Anomalies in Karangrejo-Tinatar Geothermal Area, Pacitan Regency, Indonesia. International Journal of Geophysics, 2, 1-9. doi:10.1155/2024/9976867
Ranjbari MR, Vagheei R, Salehi H. (2023). Integration of Landsat-8 and Sentinel-1 dataset to extract geological lineaments in complex formations of Tepal mountain area, Shahrood, North Iran. Advances in Space Research, 71(1), 936-945. doi:10.1016/j.asr.2022.08.061
Rauf J, Kayambo MR, Nurjana I, Manyoe IN. (2023). Lineament extraction analysis using Digital Elevation Model (DEM) in Lahendong Geothermal Area, North Sulawesi. E3S Web of Conferences, 400, 01009. doi:10.1051/e3sconf/202340001009
Santosa S, Atmawinanata S. (1992). Peta Geologi Lembar Kediri, Jawa Skala 1:100.000. Pusat Penelitian dan Pengembangan Geologi.
Sujanto, Hadisantono R, Kusnama RC. (1992). Geologic Map of the Turen Quadrangle, Jawa. Geological Research and Development Centre.
Suprianto A, Adi S, Cahyono BE. (2021). 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. Journal of Physics: Conference Series, 1825(1), 012023. doi:10.1088/1742-6596/1825/1/012023
Supriyadi, Soraya V, Suprianto A, Priyantari N. (2022). Identification of Blawan-Ijen fault based on GGMplus Gravity Data Using Second Vertical Derivative (SVD) Analysis. 3rd International Conference on Physical Instrumentation and Advanced Materials. AIP Conference Proceedings, 2663(1), 040005. doi:10.1063/5.0108055
Suryantini, John E, Carranza M, Wibowo H, Prihadi A. (2025). Geothermics Geothermal exploration drilling targeting based on GIS spatial analysis of existing well and geophysical data : Case study in the Kamojang geothermal. Geothermics, 132, 103425. doi:10.1016/j.geothermics.2025.103425
Utama PP, Pratomo SU, Haty IP. (2025). Rare Earth Elements (REEs) Potential in Active Geothermal Systems : A Global Review and Regional Study at Mount Slamet, Indonesia. Eksplorium, 46(1), 15-26. doi:10.55981/eksplorium.2025.11407
Zaini N, Yanis M, Abdullah F, Van Der Meer F, Aufaristama M. (2022). Exploring the geothermal potential of Peut Sagoe volcano using Landsat 8 OLI/TIRS images. Geothermics, 105, 102499. doi:10.1016/j.geothermics.2022.102499
Zulaikah S, Damayanti CS, Hafiz, Hapsoro CA, Laksono YA, Iswanto BH, Herrin JS, Hasan MFR. (2023). Magnetic Signature and Element Content of Upflow and Outflow Hotspring in Arjuno-Welirang Geothermal System. International Journal on Advanced Science, Engineering and Information Technology, 13(3), 1202-1209. doi:10.18517/ijaseit.13.3.18009
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