Land Subsidence Susceptibility Projection for Palembang Slum Area by Complex MCDM-AHP Technique
DOI:
https://doi.org/10.5614/j.eng.technol.sci.2022.54.1.4Keywords:
Analytical Hierarchy Process (AHP), land subsidence, land use, Multi-Criteria Decision Making (MCDM), slumAbstract
Land subsidence is a geomorphological event that affects Earth?s structure and physiognomy. This phenomenon occurs when the groundwater volume changes and results in the movement and sinking of sediment. Several studies have been conducted to identify major causes or factors that may lead to land subsidence. It was found that land subsidence intensity is influenced by several factors, i.e. terrain slope and aspect, land use, soil moisture content, and distance to a river. Population density contributes to continuous changes in land use. Deep investigation of factors that contribute to land subsidence such as population density is important. This study investigated the relationship between land subsidence and population density contributing to continuous land-use changes. The study area was a highly populated slum area along the Musi River in Palembang, Indonesia. Factors that have high contribution to land subsidence were considered in developing a land subsidence susceptibility map. Susceptibility analysis was done using the Analytical Hierarchy Process (AHP) method. Land subsidence features were associated with slum features and the result revealed a significantly high correlation (r=0.844) between actual land subsidence areas and the developed susceptibility map.
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Modoni, G., Darini, G., Spacagna, R.L., Saroli, M., Russo, G., & Croce, P., Spatial Analysis of Land Subsidence Induced by Groundwater Withdrawal, Engineering Geology, 167, pp. 59-91, 2013. DOI:10.1016/ j.enggeo.2013.10.014.
Milanovic, P., Subsidence Hazards as a Consequence of Dam, Reservoir and Tunnel Construction, International Journal of Speleology, 31, pp. 1-4, 2002. DOI: 10.5038/1827-806X.31.1.10.
Omid, R., Ali, G., Trent, B., Saskia, K., Farnoush, M. & Ioannis, N.D., Land Subsidence Hazard Modeling: Machine Learning to Identify Predictors and the Role of Human Activities, Journal of Environmental Management, 236, pp. 466-480, 2019.
Xinpeng, D., Kan, W., Dawei, Z., Jinyun, W., Zhixin, D. & Zixiang, Y., Combining Subsidence Theory and Slope Stability Analysis Method for Building Damage Asessment in Mountainous Mining Subsidence Regions. PLoS ONE, 14(2), e0210021, 2019. DOI: 10.1371/journal.pone.0210021.
Minderhoud, P.S.J. & Middelkoop, H., The Relation Between Land Use and Subsidence in the Vietnamese Mekong Delta, Science of the Total Environment, 634, pp. 715-726, 2018. DOI: 10.1016/j.scitotenv.2018. 03.372.
Lovelock, C.E., Cahoon, D.R., Friess, D.A., Guntenspergen, G.R., Krauss, K.W., Reef, R., Rogers, K., Saunders, M.L., Sidik, F., Swales, A., Saintilan, N., Thuyen, L.X., & Triet, T, The vulnerability of Indo-Pacific Mangrove Forests to Sea-level Rise, Nature, 526(7574), pp. 559-563, 2015. DOI:10.1038/nature15538.
Norbazlan, M.Y. & Biswajeet, P., Landslide Susceptibility Mapping along PLUS Expressways in Malaysia using Probabilistic based Model in GIS, Earth and Environmental Science, 20, 012031, 2014. DOI: 10.1088/1755-1315/20/1/0120381.
Sugeng, W., Sidhi, S. & Hariadi., Determination of Soft Lithology Causes the Land Subsidence in Coastal Semarang City by Resistivity Methods, Earth and Environmental Science, 116, 012092, 2018. DOI: 10.1088/1755-1315/116/1/012092
Stanley, J.D. & Clemente, P.L., Increased Land Subsidence and Sea-level Rise are Submerging Egypt?s Nile Delta Coastal Margin, The Geological Society of America, 27(5). pp 4-11, 2017.
Abidin, H.Z., Andreas, H., Gumilar, I., Fukuda, Y., Pohan, Y.E. & Deguchi, T., Land Subsidence of Jakarta (Indonesia) and Its Relation with Urban Development. Natural Hazards, 2011. DOI: 10.1007/s11069-011-9866-9.
Andriani, Eddy, I., Dinar, D.A.P. & Azhar, K.A., Evaluation of Land Subsidence Impact at Lowland Areas Using Analytical Hierarchy Process (AHP) Method, The 1st Sriwijaya International Conference on Environmental Issues 2018 (1st SRICOENV2018), 68, 2018. DOI: 10.1051/e3sconf/20186804017
Anaheryana, Dwi, S. Budhi, S. & Dadang, H.P., Flood Hazard Analysis as Impact of Climate Change on Slum Areas in Palembang, South Sumatera. Canadian Centre of Science and Education, 2015. DOI: 10.5539/jsd.v8n1p218
Kazemi, L.R. & Haghyghy, M., Integrated Analytical Hierarchy Process (AHP) and GIS for Land Use Suitability Analysis, World Applied Sciences Journal, 32(4), pp.587-594, 2014.
Deniz, A., Hakan, S.K. & Kazimierz, B., Landslide Susceptibility Mapping in an Area of Underground Mining Using the Multicriteria Decision Analysis Method, Environmental Monitoring and Assessment, 2018. DOI: 10.1007/s10661-018-7085-5.
Chaussard, E., Wdowwinski, S., Cabral-Cano, E. & Amelung, F., Land Subsidence in Central Mexico Detected by ALOS InSAR time-series, Remote Sensing of Environment, 140, pp. 94-106, 2014.
Abidin, H.Z., Andreas, H., Gumilar, I. & Wibowo, I.R.R., On Correlation Between Urban Development, Land Subsidence and Flooding Phenomena in Jakarta, Copernicus Publication. International Association of Hydrological Sciences, 370, pp. 15-20, 2015. DOI: 10.5194/piahs-370-15-2015.
Pirouzi, A. & Eslami, A., Ground Subsidence in Plains Around Tehran: Site Survey, Records Compilation and Analysis, International Journal of Geo-Engineering, 8, 30, 2017. DOI: 10.1186/s40703-017-0069-4.
Alireza, A., Monika, K., Claudia, P. & Karin, P., Identifying a Slums? Degree of Deprivation from VHR Images Using Convolutional Neural Networks, Remote Sensing, 11(11), 1282, 2019. DOI: 10.3390/ rs11111282.
Ashutosh, K.M., Shikhar, D. & Abhishek, C., Identification of Suitable Sites for Organic Farming using AHP & GIS, The Egyption Journal of Remote Sensing and Space Sciences, 18, pp. 181-193, 2015.
Nor, F.A., Shahryar, S. & Fatimah, M., MCDM-AHP Method in Decision Makings, ARPN Journal of Engineering and Applied Sciences, 11(11), pp. 7217-7220, 2016.
Mulyono, A., Subardja, A., Lailati, M., Sudirja, R. & Ningrum, W., The Hydromechanics of Vegetation for Slope Stabilization, IOP Conference Series: Earth and Environmental Science, 118, 012038, 2017. DOI: 10.1088/1755-1315/118/1/012038.
Minderhoud, P.S.J., Erkens, G., Pham, V.H., Bui Tran, V., Erban, L.E., Kooi, H. & Stouthamer, E., Impacts of 25 Years of Groundwater Extraction On Subsidence in The Mekong Delta, Vietnam. Environmental Research Letters, 12(6), 064006, 2017. DOI: 10.1088/1748-9326/aa7146.