Ecological Footprint and Carbon Footprint Analysis to Assess the Sustainability of the Barong Tongkok Region Spatially
DOI:
https://doi.org/10.59261/jequi.v8i1.260Keywords:
biocapacity, carbon footprints, ecological footprint, regional sustainability, sustainability indexAbstract
Background: Barong Tongkok Subdistrict, West Kutai Regency, East Kalimantan, is experiencing increasing ecological pressure driven by population concentration, land-use change, and rising resource consumption, raising concerns about the region's environmental carrying capacity and long-term sustainability.
Objective: This study aims to assess regional sustainability in Barong Tongkok Subdistrict using a spatially explicit approach that integrates the Ecological Footprint (EF), Carbon Footprint (CF), and Biocapacity (BC).
Method: A quantitative approach was applied using household consumption surveys, land-cover data, emission factors, and Geographic Information Systems (GIS). The EF was calculated based on food consumption, resource use, and built-up land. The CF was estimated from household electricity consumption, LPG use, transportation fuel, and waste burning. BC was derived from land-cover-based productivity using yield and equivalence factors. Sustainability was evaluated through a Sustainability Index (SI), defined as the ratio between BC and the combined EF and CF.
Result: The results indicate significant spatial variation in sustainability across villages. Geleo Baru Village exhibits the highest SI value (31.57), reflecting a strong ecological surplus supported by extensive natural land cover and low population pressure. Conversely, Rejo Basuki Village records the lowest SI value (0.023), indicating a severe ecological deficit due to limited land availability and intensive residential land use. Peripheral villages tend to show ecological surplus, while densely populated areas exceed local carrying capacity.
Conclusion: The integration of EF, CF, and BC within a GIS framework effectively reveals spatial sustainability patterns, providing valuable insights for evidence-based regional planning and targeted strategies to improve local sustainability.
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Borucke, M., Moore, D., Cranston, G., Gracey, K., Iha, K., Larson, J., Lazarus, E., Morales, J. C., Wackernagel, M., & Galli, A. (2013). Accounting for demand and supply of the biosphere’s regenerative capacity: The National Footprint Accounts’ underlying methodology and framework. Ecological Indicators, 24, 518–533. https://doi.org/10.1016/j.ecolind.2012.08.005
Creutzig, F., Niamir, L., Bai, X., Callaghan, M., Cullen, J., Díaz-José, J., Figueroa, M., Grubler, A., Lamb, W. F., & Leip, A. (2022). Demand-side solutions to climate change mitigation consistent with high levels of well-being. Nature Climate Change, 12(1), 36–46. https://doi.org/10.5281/zenodo.5163965
Fatemi, M., Rezaei-Moghaddam, K., Karami, E., Hayati, D., & Wackernagel, M. (2021). An integrated approach of Ecological Footprint (EF) and Analytical Hierarchy Process (AHP) in human ecology: A base for planning toward sustainability. Plos One, 16(4), e0250167. https://doi.org/10.1371/journal.pone.0250167
Fu, W., Luo, M., Chen, J., & Udimal, T. B. (2020). Carbon footprint and carbon carrying capacity of vegetation in ecologically fragile areas: A case study of Yunnan. Physics and Chemistry of the Earth, Parts A/B/C, 120, 102904.
Galli, A., Iha, K., Pires, S. M., Mancini, M. S., Alves, A., Zokai, G., Lin, D., Murthy, A., & Wackernagel, M. (2020). Assessing the ecological footprint and biocapacity of Portuguese cities: Critical results for environmental awareness and local management. Cities, 96, 102442. https://doi.org/10.1016/j.cities.2019.102442
Grossman, J. J. (2015). Ecosystem service trade-offs and land use among smallholder farmers in eastern Paraguay. Ecology and Society, 20(1). https://doi.org/10.5751/ES-07941-200407
Hickel, J., Brockway, P., Kallis, G., Keyßer, L., Lenzen, M., Slameršak, A., Steinberger, J., & Ürge-Vorsatz, D. (2021). Urgent need for post-growth climate mitigation scenarios. Nature Energy, 6(8), 766–768. https://doi.org/10.1016/j.erss.2020.101749
Hoekstra, A. Y., & Wiedmann, T. O. (2014). Humanity’s unsustainable environmental footprint. Science, 344(6188), 1114–1117. https://doi.org/10.1126/science.1248365
Jia, Z., Cai, Y., Chen, Y., & Zeng, W. (2018). Regionalization of water environmental carrying capacity for supporting the sustainable water resources management and development in China. Resources, Conservation and Recycling, 134, 282–293. https://doi.org/10.1016/j.resconrec.2018.03.030
Kopper, S. A., Jayne, T. S., & Snapp, S. S. (2020). Sifting through the weeds: Understanding heterogeneity in fertilizer and labor response in Central Malawi. Ecological Economics, 169, 106561. https://doi.org/10.1016/j.ecolecon.2019.106561
Long, Z., Zhang, Z., Liang, S., Chen, X., Ding, B., Wang, B., Chen, Y., Sun, Y., Li, S., & Yang, T. (2021). Spatially explicit carbon emissions at the county scale. Resources, Conservation and Recycling, 173, 105706. https://doi.org/10.1016/j.resconrec.2021.105706
Newig, J., & Rose, M. (2020). Cumulating evidence in environmental governance, policy and planning research: towards a research reform agenda. Journal of Environmental Policy & Planning, 22(5), 667–681. https://doi.org/10.1080/1523908X.2020.1767551
O’Neill, D. W., Fanning, A. L., Lamb, W. F., & Steinberger, J. K. (2018). A good life for all within planetary boundaries. Nature Sustainability, 1(2), 88–95. https://doi.org/10.1038/s41893-018-0021-4
Qafleshi, M., & Kryeziu, D. R. (2025). Solar energy generation from residential buildings, transition of the energy sector from fossils to carbon-free energy and meeting UN SDG. International Journal of Energy Sector Management, 19(1), 181–200. https://doi.org/10.1108/IJESM-12-2023-0029
Rockström, J., Gupta, J., Qin, D., Lade, S. J., Abrams, J. F., Andersen, L. S., Armstrong McKay, D. I., Bai, X., Bala, G., & Bunn, S. E. (2023). Safe and just Earth system boundaries. Nature, 619(7968), 102–111. https://doi.org/10.1038/s41586-023-06083-8
Seto, K. C., Güneralp, B., & Hutyra, L. R. (2012). Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools. Proceedings of the National Academy of Sciences, 109(40), 16083–16088. https://doi.org/10.1073/pnas.1211658109
Steffen, W., Rockström, J., Richardson, K., Lenton, T. M., Folke, C., Liverman, D., Summerhayes, C. P., Barnosky, A. D., Cornell, S. E., & Crucifix, M. (2018). Trajectories of the Earth System in the Anthropocene. Proceedings of the National Academy of Sciences, 115(33), 8252–8259. https://doi.org/10.1073/pnas.1810141115
Tukker, A., Pollitt, H., & Henkemans, M. (2020). Consumption-based carbon accounting: sense and sensibility. In Climate Policy (Vol. 20, Issue sup1, pp. S1–S13). Taylor & Francis. https://doi.org/10.1080/14693062.2020.1728208
Van den Bergh, J. C. J. M., & Grazi, F. (2014). Ecological footprint policy? Land use as an environmental indicator. Journal of Industrial Ecology, 18(1), 10–19. https://doi.org/10.1111/jiec.12045
Wackernagel, M., & Rees, W. (1998). Our ecological footprint: reducing human impact on the earth (Vol. 9). New society publishers.
Wiedmann, T., Lenzen, M., Keyßer, L. T., & Steinberger, J. K. (2020). Scientists’ warning on affluence. Nature Communications, 11(1), 3107. https://doi.org/10.1038/s41467-020-16941-y
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Copyright (c) 2026 Andrew Gilberd Fredrik Mulu, Joni Hermana, Arie Dipareza, Abdu Fadli Assomadi

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