Sustainability Evaluation of Lake Batur Management in Bali Province: A Multidimensional Scaling Approach
DOI:
10.29303/jppipa.v12i3.13848Published:
2026-03-25Downloads
Abstract
Lake Batur has been designated as one of Indonesia's 15 priority lakes to be restored due to significant anthropogenic pressures from aquaculture, agriculture, tourism, and domestic waste. The purpose of this study is to evaluate the sustainability status of Lake Batur management through rapid appraisal techniques combined with a multidimensional scaling (MDS) approach using 18 attributes representing three dimensions, namely ecological, social, and economic dimensions. Data was collected from structured interviews with village leaders, field surveys, and secondary data from PODES 2024 and related agencies. Sustainability status varies significantly between villages and dimensions. In the ecological dimension, three villages showed a less sustainable status (32.75-45.53), while five villages achieved a fairly sustainable level (56.11-62.55). In the social dimension, four villages had a fairly sustainable status (51.04-64.87) and four villages had a less sustainable status (30.86-49.93). The results of the analysis on the economic dimension showed that five villages had a fairly sustainable status (51.39-65.68), two villages had a less sustainable status (33.33-39.90), and one village was not sustainable (22.60). Based on the leverage analysis, the flood frequency attribute is the most sensitive attribute in the ecological dimension, while in the social and economic dimensions, respectively, it lies in population density and the number of MSMEs.
Keywords:
Lake sustainability Multidimensional scaling Rapfish Sustainable Lake managementReferences
Adger, W. N. (2000). Social and ecological resilience: are they related? Progress in Human Geography, 24(3), 347–364. DOI: https://doi.org/10.1191/030913200701540465
Adi, M. B., Walukouw, A. F., & Manalu, J. (2024). The impact of anthropogenic activities in the yahim and kuruwaka watersheds on the water quality of Lake Sentani in Sentani District. Jurnal Portal Sipil, 13(1), 16–30.
Barbier, E. B., & Hochard, J. P. (2018). The impacts of climate change on the poor in disadvantaged regions. Review of Environmental Economics and Policy. DOI: https://doi.org/10.1093/reep/rex023
Barrett, C. B., & Swallow, B. M. (2006). Fractal poverty traps. World development, 34(1), 1-15. DOI: https://doi.org/10.1016/j.worlddev.2005.06.008
Bennett, A., Basurto, X., Virdin, J., Lin, X., Betances, S. J., Smith, M. D., ... & Zoubek, S. (2021). Recognize fish as food in policy discourse and development funding. Ambio, 50(5), 981-989. DOI: https://doi.org/10.1007/s13280-020-01451-4
Carpenter, S., Stanley, E., & Zanden, M. (2011). State of the world’s freshwater ecosystems: Physical, chemical, and biological changes. Annual Review of Environment and Resources, 36, 75–99. https://doi.org/10.1146/annurev-environ-021810-094524 DOI: https://doi.org/10.1146/annurev-environ-021810-094524
Dewan Sumberdaya Air Nasional. (2020). Recommendations for integrated and sustainable lake management.
Fahly, A. P. (2024). Green economic development based on risk management in peat rural areas of Riau Province. 1–145.
Fajri, M. (2025). Analysis of the sustainability of the management of the ecotourism area "Apar Mangrove Park" in Pariaman City, West Sumatra. Sustainability (Switzerland), 11(1), 1–14.
Fauzi, A. (2019). Sustainability analysis techniques (1st ed.). PT. Gramedia Pustaka Utama.
Fauzi, A., & Anna, S. (2002). Evaluation of the sustainability status of fisheries development: application of the RAPFISH approach (Case Study of DKI Jakarta Coastal Waters). Pesisir Dan Lautan, 4(3), 43.
Fischer, J., Riechers, M., Loos, J., Martin-Lopez, B., & Temperton, V. M. (2021). Making the UN decade on ecosystem restoration a social-ecological endeavour. Trends in Ecology and Evolution, 36(1), 20–28. https://doi.org/10.1016/j.tree.2020.08.018 DOI: https://doi.org/10.1016/j.tree.2020.08.018
Guerrero, L. A., Maas, G., & Hogland, W. (2013). Solid waste management challenges for cities in developing countries. Waste Management, 33(1), 220–232. DOI: https://doi.org/10.1016/j.wasman.2012.09.008
Handayani, C. I. M., Arthana, I. W., & Merit, I. N. (2011). Identification of pollutant sources and level of water pollution in Lake Batur, Bangli Regency. Ecotrophic, 6(1), 37–43.
Hardin, G. (1968). The tragedy of the commons the population problem has no technical solution; it requires a fundamental extension in morality. December. DOI: https://doi.org/10.1126/science.162.3859.1243
Hasim. (2012). Design of an integrated and sustainable management policy in Lake Limboto, Gorontalo Province. Sekolah Pascasarjana Institut Pertanian Bogor. Bogor.
He, P., Chen, L., Shao, L., Zhang, H., & Lü, F. (2019). Municipal solid waste (MSW) landfill: A source of microplastics?-Evidence of microplastics in landfill leachate. Water research, 159, 38-45. DOI: https://doi.org/10.1016/j.watres.2019.04.060
Ho, L. T., & Goethals, P. L. M. (2019). Opportunities and challenges for the sustainability of lakes and reservoirs in relation to the Sustainable Development Goals (SDGs). Water (Switzerland), 11(7), 1–19. https://doi.org/10.3390/w11071462 DOI: https://doi.org/10.3390/w11071462
Imran, R. (2023). The sustainability status of the management of the solomeronda river for drinking water supply in Konawe Regency, Southeast Sulawesi Province. Tesis.
Iriadi, R. (2015). A model for controlling pollution of freshwater lakes in Central Aceh Regency. 177.
Iyalomhe, F., Jensen, A., Critto, A., & Marcomini, A. (2013). The science–policy Interface for climate change adaptation: the contribution of communities of practice theory. Environmental Policy and Governance, 23(6), 368-380. DOI: https://doi.org/10.1002/eet.1619
Jaya, M., Harmayani, K., Widhiawati, I., Parahita, I., Wiryananda, N., Putra, I., Praniti, A., & Tara, N. (2024). Pilot creation of environmentally friendly floating net cages (KJA) in Lake Waters. Buletin Udayana Mengabdi, 23(January). DOI: https://doi.org/10.24843/BUM.2024.v23.i01.p13
Kaban, S., Ditya, Y. C., Anggraeni, D. P., Pratiwi, M. A., Armanto, D., Samuel, & Koeshendrajana, S. (2023). The trophic status and estimation of fish potential production in Batur Lake, Indonesia: A preliminary study. E3S Web of Conferences, 442. https://doi.org/10.1051/e3sconf/202344201026 DOI: https://doi.org/10.1051/e3sconf/202344201026
Kavanagh, P., & Pitcher, T. (2004). Implementing microsoft excel software for RAPFISH: A technique for the rapid appraisal of fisheries status. Fisheries Centre Research Reports, 12(2).
Ministry of Forestry Republic of Indonesia. (2014). Regulation of the Minister of Forestry of the Republic of Indonesia number: P. 60 /Menhut-II/2014 concerning criteria for determining watershed classification.
Ministry of Environment and Forestry of the Republic of Indonesia. (2021). Regulation of the Minister of Environment and Forestry of the Republic of Indonesia Number 27 of 2021 concerning Environmental Quality Index (Issue 1426).
Morrison, T. H., Adger, W. N., Brown, K., Lemos, M. C., Huitema, D., Phelps, J., ... & Hughes, T. P. (2019). The black box of power in polycentric environmental governance. Global Environmental Change, 57, 101934. DOI: https://doi.org/10.1016/j.gloenvcha.2019.101934
Laili, S., Cahyono, B. E., & Nugroho, A. T. (2020). Water quality analysis in Lake Batur using multitemporal Landsat-8 OLI/TIRS imagery. Jurnal Geodesi Dan Geodinamika, 3(1), 71–79. DOI: https://doi.org/10.14710/elipsoida.2020.5489
Laras, B. K., Marimin, Nurjaya, I. W., & Budiharsono, S. (2011). Dimensions of sustainability of coastal city management (Semarang City Case Study) (Case Study: Semarang Waterfront). Forum Pascasarjana, 34(2), 89–105.
Lapeyre, R. (2010). Community-based tourism as a sustainable solution to maximise impacts locally? The Tsiseb Conservancy case, Namibia. Development Southern Africa, 27(5),757–772. https://doi.org/10.1080/0376835X.2010.522837 DOI: https://doi.org/10.1080/0376835X.2010.522837
Lusia, A., Prayogo, T., Zulaikha, S., Widodo, L., & Garno, Y. S. (2023). Perception of the farming community on benefits and environmental conditions of Lake Batur. Jurnal Teknologi Lingkungan, 24(2), 228. DOI: https://doi.org/10.55981/jtl.2023.994
Mahida, M., Kusumartono, F. & Permana, G. . (2019). Multidimensional Scaling Approach to Assess the Sustainability Status of Lake Maninjau. Jurnal Sosial Ekonomi Pekerjaan Umum, 11(1), 29–43.
Mensah, J. (2019). Sustainable development: Meaning, history, principles, pillars, and implications for human action: Literature review. Cogent Social Sciences, 5(1). https://doi.org/10.1080/23311886.2019.1653531 DOI: https://doi.org/10.1080/23311886.2019.1653531
Milly, P. C. D. (2008). Climate change: stationarity is dead. Whither Water Management Science, 319, 573-574. DOI: https://doi.org/10.1126/science.1151915
Ostrom, E. (2009). A general framework for analyzing sustainability of social-ecological systems. Science, 325(5939), 419–422. DOI: https://doi.org/10.1126/science.1172133
Partelow, S. (2018). A review of the social-ecological systems framework. Ecology and Society, 23(4). DOI: https://doi.org/10.5751/ES-10594-230436
Pemerintah Republik Indonesia. (1999). Law of the Republic of Indonesia No. 41 of 1999 concerning Forestry (Issue 1).
Pitcher, T. J., & Preikshot, D. (2001). RAPFISH: A rapid appraisal technique to evaluate the sustainability status of fisheries. Fisheries Research, 49(3), 255–270. https://doi.org/10.1016/S0165-7836(00)00205-8 DOI: https://doi.org/10.1016/S0165-7836(00)00205-8
Polasky, S., Kling, C. L., Levin, S. A., Carpenter, S. R., Daily, G. C., Ehrlich, P. R., ... & Lubchenco, J. (2019). Role of economics in analyzing the environment and sustainable development. Proceedings of the National Academy of Sciences, 116(12), 5233-5238. DOI: https://doi.org/10.1073/pnas.1901616116
Pribadi, W., & Kartiasih, F. (2020). Enviromental quality and poverty in Indonesia. Jurnal Pengelolaan Sumberdaya Alam Dan Lingkungan, 10(1), 89–97. https://doi.org/10.29244/jpsl.10.1.89-97 DOI: https://doi.org/10.29244/jpsl.10.1.89-97
Purvis, B., Mao, Y., & Robinson, D. (2019). Three pillars of sustainability: in search of conceptual origins. Sustainability Science, 14(3), 681–695. https://doi.org/10.1007/s11625-018-0627-5 DOI: https://doi.org/10.1007/s11625-018-0627-5
Reid, A. J., Carlson, A. K., Creed, I. F., Eliason, E. J., Gell, P. A., Johnson, P. T., ... & Cooke, S. J. (2019). Emerging threats and persistent conservation challenges for freshwater biodiversity. Biological reviews, 94(3), 849-873. DOI: https://doi.org/10.1111/brv.12480
Rendrarpoertri, B. (2025). The evaluation of regional sustainability was reviewed from the perspective of spatial planning in the Wonogiri multipurpose reservoir water catchment area. Sustainability (Switzerland), 11(1), 1–14.
Saisana, M., Saltelli, A., & Tarantola, S. (2005). Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators. Journal of the Royal Statistical Society Series A: Statistics in Society, 168(2), 307-323. DOI: https://doi.org/10.1111/j.1467-985X.2005.00350.x
Scoones, I. (2013). Livelihoods perspectives and rural development. In Critical perspectives in rural development studies (pp. 159-184). Routledge.
Singh, R. K., Murty, H. R., Gupta, S. K., & Dikshit, A. K. (2012). An overview of sustainability assessment methodologies. Ecological indicators, 15(1), 281-299. DOI: https://doi.org/10.1016/j.ecolind.2011.01.007
Smith, V. H., & Schindler, D. W. (2009). Eutrophication science: where do we go from here? Trends in Ecology & Evolution, 24(4), 201–207. DOI: https://doi.org/10.1016/j.tree.2008.11.009
Sulastri, Henny, C., & Nomosatryo, S. (2019). Phytoplankton diversity and trophic status of Lake Maninjau Waters in West Sumatra, Indonesia. Proceedings of the National Seminar of the Indonesian Biodiversity Society, 5, 242–250. https://doi.org/10.13057/psnmbi/m050217
Sunaryani, A., Santoso, A. B., Muttaqien, F. H., Harvianto, F., Rustini, H. A., Kartini, N. L., Nilawati, D., & Triwisesa, E. (2023). A web-based numerical model for sustainable management of Lake Batur, Bali: Preliminary results. IOP Conference Series: Earth and Environmental Science, 1201(1), 12049. DOI: https://doi.org/10.1088/1755-1315/1201/1/012049
Syvitski, J. P. M., Vörösmarty, C. J., Kettner, A. J., & Green, P. (2005). Impact of humans on the flux of terrestrial sediment to the global coastal ocean. Science, 308(5720), 376–380. DOI: https://doi.org/10.1126/science.1109454
Tesfamichael, D., & Pitcher, T. J. (2006). Multidisciplinary evaluation of the sustainability of Red Sea fisheries using Rapfish. Fisheries Research, 78(2–3), 227–235. DOI: https://doi.org/10.1016/j.fishres.2006.01.005
Trebbin, A. (2014). Linking small farmers to modern retail through producer organizations–Experiences with producer companies in India. Food policy, 45, 35-44. DOI: https://doi.org/10.1016/j.foodpol.2013.12.007
Yusal, M. S., Hasyim, A., Hastuti, H., Arif, A., & Pratomo, R. H. S. (2025). Eutrophication review: Risks in the fertility of aquatic environments and efforts to address them. Jurnal Kesehatan Lingkungan Indonesia, 24(1), 124–135. https://doi.org/10.14710/jkli.24.1.124-135 DOI: https://doi.org/10.14710/jkli.24.1.124-135
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