Evaluating Slope Instability in a Volcanic Caldera Environment Using GIS-Based 3D Analysis: Mt. Bawakaraeng, South Sulawesi
DOI:
https://doi.org/10.22146/jcef.25264Keywords:
Slope failure, landslide, stability factor, Mt. Bawakaraeng GIS, 3D assessment modelAbstract
Landslides in volcanic terrains pose significant hazards to downstream communities, infrastructure, and watershed systems, particularly where steep slopes and complex geological conditions coexist. This study presents a GIS-based three-dimensional (3D) deterministic slope stability analysis to evaluate landslide susceptibility within the Mt. Bawakaraeng caldera, Sulawesi Island, Indonesia. The analysis integrates geotechnical, geological, hydrological, and topographic parameters obtained from field investigations, laboratory testing, remote sensing data, and a high-resolution 5-m Digital Elevation Model (DEM). Slope stability was evaluated using the factor of safety (FS), calculated through a Hovland-based 3D column method implemented within a GIS environment. Two critical collapse zones were identified and corresponded closely with documented historical landslide events. The calculated minimum FS values of 0.825 and 1.000 indicate unstable to marginally stable slope conditions, respectively. Numerical simulations indicate a progressive failure mechanism in which the collapse of a major slope unit can reduce the stability of adjacent slope units, potentially generating cascading landslide events. Monte Carlo simulations were additionally employed to identify critical slip surfaces and assess potential failure configurations. The simulated slip surfaces showed good agreement with observed landslide morphologies, supporting the reliability of the modeling approach. Potential failure volumes were also estimated to assess the downstream sediment hazard to the Jeneberang watershed. The results demonstrate that integrating GIS, high-resolution terrain data, and 3D deterministic modeling provides an effective framework for spatially explicit slope stability assessment in complex volcanic environments. The approach can support landslide hazard mitigation, watershed management, infrastructure planning, and sustainable development in mountainous regions prone to slope failure.
References
Akbar, A. Q., Mitani, Y., Nakanishi, R., Honda, H. and Taniguchi, H. (2025), ‘Development of a new method for debris flow runout assessment in 0-order catchments: A case study of the otoishi river basin’, Geosciences 15, 41. URL: https://doi.org/10.3390/geosciences15020041
Ardizzone, F., Esposito, G., Cavalli, M., Crema, S. and Fiorucci, F. (2024), ‘Sediment connectivity as a key to understand geomorphic effects of the storm alex in two mountain catchments of the mediterranean alps (italy)’, Geomorphology 455, 109176. URL: https://doi.org/10.1016/j.geomorph.2024.109176
Ayalew, L. and Yamagishi, H. (2005), ‘The application of gis-based logistic regression for landslide susceptibility mapping in the kakuda-yahiko mountains, central japan’, Geomorphology 65(1–2), 15–31. URL: https://doi.org/10.1016/j.geomorph.2004.06.010
Beven, K. J. and Kirkby, M. J. (1979), ‘A physically based, variable contributing area model of basin hydrology’, Hydrological Sciences Bulletin 24, 43–69. URL: https://doi.org/10.1080/02626667909491834
BNPB (2016), General guidelines of disaster risk assessment in indonesia, Technical report, National Agency for Disaster Countermeasure.
Dai, F. C. and Lee, C. F. (2001), ‘Terrain-based mapping of landslide susceptibility using a geographical information system: A case study’, Canadian Geotechnical Journal 38, 911–923. URL: https://doi.org/10.1139/cgj-38-5-911
Evert, H. (2001), ‘Development of rock engineering’, Rock Engineering Course Notes 1, 1–10.
Fathani, T. F., Karnawati, D. and Wilopo, W. (2016), ‘An integrated methodology to develop a standard for landslide early warning systems’, Natural Hazards and Earth System Sciences 16, 2123–2135. URL: https://doi.org/10.5194/nhess-16-2123-2016
Hashimoto, R., Tsuchida, T., Moriwaki, T. and Kano, S. (2020), ‘Hiroshima prefecture geo-disasters due to western japan torrential rainfall in july 2018’, Soils and Foundations 60, 283–299. URL: https://doi.org/10.1016/j.sandf.2019.11.010
Hasnawir (2013), ‘Early warning of rainfall-induced landslide and debris flow on mt. bawakaraeng, south sulawesi, indonesia’, Journal of Forestry Research 10(1), 1–10.
Hovland, H. J. (1977), ‘Three-dimensional slope stability analysis method’, Journal of the Geotechnical Engineering Division, Proceedings of the American Society of Civil Engineers 103(GT9), 971–986. URL: https://doi.org/10.1061/AJGEB6.0000493
Iwahashi, J. and Pike, R. J. (2007), ‘Automated classifications of topography from dems by an unsupervised nested-means algorithm and a three-part geometric signature’, Geomorphology 86(3-4), 409–440. URL: https://doi.org/10.1016/j.geomorph.2006.09.012
Janbu, N. (1973), Slope stability computers, in ‘Embankment Dam Engineering’, John Wiley & Sons, New York, pp. 47–86.
JICA (2004), Report on the large-scale landslide at mt. bawakaraeng in sulawesi, Technical report, Japan International Cooperation Agency.
Jitousono, T., Igura, M., Ue, H., Ohishi, H., Kakimoto, T., Kitou, K. I., Koga, S., Sakai, Y., Sakashima, T. and Shinohara, Y. (2021), ‘The july 2020 rainfall-induced sediment disasters in kumamoto prefecture, japan’, Journal of the Japan Society of Erosion Control Engineering 74(3), 93–100. URL: https://doi.org/10.13101/ijece.13.93
Kimura, T. (2024), ‘Effects of land cover changes and rainfall variation on the landslide size–frequency distribution in a mountainous region of western japan’, Geosciences 14, 59. URL: https://doi.org/10.3390/geosciences14030059
Lam, L. and Fredland, D. G. (1993), ‘A general limit equilibrium model for three-dimensional slope stability analysis’, Canadian Geotechnical Journal 30, 905–919. URL: https://doi.org/10.1139/t93-089
Lee, S. and Min, K. (2001), ‘Statistical analysis of landslide susceptibility at yongin, korea’, Environmental Geology 40, 1095–1113. URL: https://doi.org/10.1007/s002540100310
Leshchinsky, D. and Huang, C.-C. (1992), ‘Generalized three-dimensional slope stability analysis’, Journal of Geotechnical Engineering 118(11), 1748–1763. URL: https://doi.org/10.1061/(ASCE)0733-9410(1992)118:11(1748)
Mersha, T. and Meten, M. (2020), ‘Gis-based landslide susceptibility mapping and assessment using bivariate statistical methods in simada area, northwestern ethiopia’, Geoenvironmental Disasters 7, 20. URL: https://doi.org/10.1186/s40677-020-00155-x
Montgomery, D. R., Dietrich, W. E., Torres, R., Anderson, S. P., Heffner, J. T. and Loague, K. (1997), ‘Hydrologic response of a steep, unchanneled valley to natural and applied rainfall’, Water Resources Research 33, 91– 109. URL: https://doi.org/10.1029/96WR02985
Pradhan, B. and Lee, S. (2010), ‘Delineation of landslide hazard areas on penang island, malaysia, by using frequency ratio, logistic regression, and artificial neural network models’, Environmental Earth Sciences 60, 1037–1054. URL: https://doi.org/10.1007/s12665-009-0245-8
Putriani, E., Wu, Y. M., Chen, C. W., Ismulhadi, A. and Fadli, D. I. (2023), ‘Development of landslide susceptibility mapping with a multivariate statistical method approach in kepahiang, indonesia’, Terrestrial, Atmospheric and Oceanic Sciences 34, 18. URL: https://doi.org/10.1007/s44195-023-00050-6
Rabby, Y. W. and Li, Y. (2020), ‘Landslide susceptibility mapping using integrated methods: A case study in the chittagong hilly areas, bangladesh’, Geosciences 10, 483. URL: https://doi.org/10.3390/geosciences10120483
Riyanti, D., Matthias, G., Frank, T. and Rajib, S. (2017), Disaster Risk Reduction in Indonesia: Progress, Challenges, and Issues, Springer.
Sassa, K. (2016), Implementation of the ISDR-ICL Sendai Partnerships 2015–2025 for Global Promotion of Understanding and Reducing Landslide Disaster Risk, Springer, Berlin and Heidelberg.
Satoshi, T. A., Sasahara, S., Sako, K., Marui, M., Nakatani, M., Watanabe, H., Shimizu, H. and Yamakoshi, K. (2004), ‘Reconnaissance of the gigantic landslide occurred on mt. bawakaraeng in south sulawesi, indonesia and unstable debris sedimentation’, Journal of the Japan Society of Erosion Control Engineering 57(3), 40–46. URL: https://doi.org/10.11475/sabo1973.57.340
Satoshi, T. B., Sasahara, K., Shuin, Y. and Ozono, S. (2009), ‘The large-scale landslide on the flank of caldera in south sulawesi, indonesia’, Landslides 6(1), 83–88. URL: https://doi.org/10.1007/s10346-009-0143-x
Shen, Z. J., Wang, D., Arabameri, A., Santosh, M., Egbueri, J. C. and Arora, A. (2024), ‘Landslide susceptibility assessment and mapping using a new ensemble model’, Advances in Space Research 74, 2859–2882. URL: https://doi.org/10.1016/j.asr.2024.06.018
Silalahi, F. E. S., Pamela, Arifianti, Y. and Hidayat, F. (2019), ‘Landslide susceptibility assessment using frequency ratio model in bogor, west java, indonesia’, Geoscience Letters 6, 10. URL: https://doi.org/10.1186/s40562-019-0140-4
Terlien, M. T. J., Van Asch, T. W. J. and Van Westen, C. J. (1995), Deterministic modelling in gis-based landslide hazard assessment, in ‘Geographical Information Systems in Assessing Natural Hazards’, Kluwer Academic Publishers, Dordrecht, pp. 57–77.
Tien, H. and Wu, M. A. A. (2000), ‘Prediction and mapping of landslide hazard’, Canadian Geotechnical Journal 37, 781–795. URL: https://doi.org/10.1139/cgj-37-4-781
Van Westen, C. J. (1993), Application of geographic information systems to landslide hazard zonation, Technical Report 15, International Institute for Aerospace Survey and Earth Sciences (ITC).
Van Westen, C. J. (1998), Gis in landslide hazard assessment: A review, with examples from the colombia andes, in ‘Mountain Environments and Geographic Information Systems’, Taylor & Francis.
Van Westen, C. J., Rengers, N., Terlien, M. T. J. and Soeters, R. (1997), ‘Prediction of the occurrence of slope instability phenomena through gis-based hazard zonation’, Geologische Rundschau 86, 404–414. URL: https://doi.org/10.1007/s005310050149
Yanagawa, Y., Nagasawa, H., Morishima, K., Tada, S., Katsumata, T., Iida, T., Sakurai, M., Kato, H., Nozawa, Y. and Nagasawa, Y. (2021), ‘Activity of a medical relief team from shizuoka hospital that was dispatched to the atami debris flow’, Juntendo Medical Journal 67, 542– 546. URL: https://doi.org/10.14789/jmj.JMJ21-0018-OT
Youssef, A. M., Pradhan, B., Jebur, M. N. and El-Harbi, H. M. (2015), ‘Landslide susceptibility mapping using ensemble bivariate and multivariate statistical models in fayfa area, saudi arabia’, Environmental Earth Sciences 73, 3745–3761. URL: https://doi.org/10.1007/s12665-014-3661-3
Downloads
Published
How to Cite
Issue
Section
License
Copyright is granted to authors for the purpose of providing protection for articles written to describe experiments and their results. JCEF will protect and defend the work and reputation of the author and are also willing to address any allegations of violation, plagiarism, fraud, etc. against articles written and published by JCEF. JCEF is published under the terms of the Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). The author holds the copyright and assigns the journal rights to the first publication (online and print) of the work simultaneously.




