Main Article Content
Abstract
This study aimed to analyzes population growth and land cover change in Palembang City from 2020 to 2024 using GIS, the overlay method, and correlation analysis between population data and time-series land cover maps. The results show that population growth significantly contributes to the expansion of open/built-up land, particularly in densely populated districts such as Sukarami, Ilir Barat Satu, and Alang-Alang Lebar. The correlation matrix indicates a strong association between population and open/built-up land (r=0.84), and a moderate association with vegetation (r=0.47). A strong negative interaction between open/built-up land and vegetation (r=0.77) suggests that the growth of built-up regions reduces green space. Population size is almost uncorrelated with water/clouds (r=0.01), indicating that natural factors have a greater influence on this category than human activity. Overall, the study concludes that population expansion in Palembang drives urbanization and vegetation decline, highlighting the need for sustainable spatial management to maintain a balance between development and environmental sustainability.
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Copyright (c) 2026 Afif Naufal Ricardi

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
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References
Abbas, T., Shoaib, M., Albano, R., Baig, M. A. I., Ali, I., Farid, H. U., & Ali, M. U. (2025). Artificial-intelligence-based investigation on land use and land Cover (LULC) Changes in Response to Population growth in South Punjab, Pakistan. Land, 14 (1). https://doi.org/10.3390/land14010154
Agustiyara, A., Mutiarin, D., Nurmandi, A., Kasiwi, A. N., & Ikhwali, M. F. (2025). Mapping urban green spaces in Indonesian Cities using remote sensing analysis. Urban Science, 9 (2), 1–23. https://doi.org/10.3390/urbansci9020023
Ajun, P. E. (2022). Mangrove health analysis using sentinel-2a image with ndvi classification method (case study: Sungai Batang - Kuala Secapah Mempawah Timur). 7(June), 1–5.
Alshayeb, M. J. (2025). Evaluating ecosystem service trade-offs and recovery dynamics in response to urban expansion: implications for sustainable management strategies. Sustainability (Switzerland), 17 (5). https://doi.org/10.3390/su17052194
Argaw, M., & Yohannes, H. (2024). Impact of land use/land cover changes on surface water and soil-sediment export in the urbanized akaki river catchment, Awash Basin, Ethiopia. Journal of Hydrology: Regional Studies, 52 (January), 101677. https://doi.org/10.1016/j.ejrh.2024.101677
Barsi, J. A., Schott, J. R., Hook, S. J., Raqueno, N. G., Markham, B. L., & Radocinski, R. G. (2014). Landsat-8 thermal infrared sensor (tirs) vicarious radiometric calibration. Remote Sensing, 6 (11), 11607–11626. https://doi.org/10.3390/rs61111607
Behrens, T., Schmidt, K., Viscarra Rossel, R. A., Gries, P., Scholten, T., & MacMillan, R. A. (2018). Spatial modelling with euclidean distance fields and machine learning. European Journal of Soil Science, 69 (5), 757–770. https://doi.org/10.1111/ejss.12687
Duan, Z., Huang, L., Zhu, Z., Long, S., & Liu, Y. (2025). Transformation and inequity of urban green space in Guangzhou: drivers and policy implications under rapid urbanization. Sustainability (Switzerland), 17 (5), 1–23. https://doi.org/10.3390/su17052217
Elisabete C. Costa, Duarte de Melo-Diogo, André F. Moreira, Marco P. Carvalho, Ilídio J. Correia. (2017). Spheroids formation on non-adhesive surfaces by Liquid Overlay Technique: considerations and practical approaches. Biotechnology Journal. 13 (1), 1–14. https://doi.org/10.1002/biot.201700417
Gaol, A. L., Serhalawan, Y. R., & Kristianto, A. (2020). Contribution of urban heat island on landscape composition and its impact to the land surface temperature (case study on palembang city-Indonesia). Journal of Physics: Conference Series, 1434 (1). https://doi.org/10.1088/1742-6596/1434/1/012013
Janse, R. J., Hoekstra, T., Jager, K. J., Zoccali, C., Tripepi, G., Dekker, F. W., & Van Diepen, M. (2021). Conducting correlation analysis: Important limitations and pitfalls. Clinical Kidney Journal, 14 (11), 2332–2337. https://doi.org/10.1093/ckj/sfab085
Jiang, S., Chen, X., Smettem, K., & Wang, T. (2021). Climate and land use influences on changing spatiotemporal patterns of mountain vegetation cover in southwest China. Ecological Indicators, 121, 107193. https://doi.org/10.1016/j.ecolind.2020.107193
Kalalinggi, R., Hisdar, M., Sarmiasih, M., & Wijaya, A. K. (2023). Forecastint The development of IKN (New National Capital) in sustainable development, Indonesia. Journal of Governance and Public Policy, 10(1), PRESS. https://doi.org/10.18196/jgpp.v10i1.16786
Kelly Fair, M., Gopal, S., Koch, M., Kusumaningrum, H. P., Helmi, M., Khairunnisa, D., & Kaufman, L. (2022). Analysis of land use and land cover changes through the lens of sdgs in Semarang, Indonesia. Sustainability (Switzerland), 14 (13). https://doi.org/10.3390/su14137592
Lee, H., Han, S., Kim, Y., Kim, M., Heo, H., Jeon, S., Choi, D., Nabeth, J., Brinster, I., Pierson, B., & Robinson, J. C. (2016). Device overlay method for high volume manufacturing. Metrology, inspection, and process control for microlithography XXX, 9778, 97781F. https://doi.org/10.1117/12.2219701
Lufilah, S. N., Makalew, A. D., & Sulistyantara, B. (2017). Utilization of landsat 8 imagery for vegetation index analysis in Dki Jakarta. Jurnal Lanskap Indonesia, 9 (1), 73–80. https://doi.org/10.29244/jli.v9i1.15173
Maheng, D., Pathirana, A., Bhattacharya, B., Zevenbergen, C., Lauwaet, D., Siswanto, S., & Suwondo, A. (2024). Impact of land use land cover changes on urban temperature in Jakarta: insights from an urban boundary layer climate model. Frontiers in Environmental Science, 12 (October), 1–13. https://doi.org/10.3389/fenvs.2024.1399041
Mashala, M. J., Dube, T., Mudereri, B. T., Ayisi, K. K., & Ramudzuli, M. R. (2023). A systematic review on advancements in remote sensing for assessing and monitoring land use and land cover changes impacts on surface water resources in semi-arid tropical environments. Remote Sensing, 15(16). https://doi.org/10.3390/rs15163926
Nganro, S., Wadzibah Nas, & Manyila, S. S. (2024). The impact of population growth on open area in the coastal area of Makassar City. Journal of Asian Geography, 3(2), 70–75. https://doi.org/10.36777/jag2024.3.2.7
Nguyen, D. T., Iskandar, I., & Ho, S. (2016). Land cover change and the CO2 stock in the Palembang City, Indonesia: A study using remote sensing, GIS technique and LUMENs. Egyptian Journal of Remote Sensing and Space Science, 19(2), 313–321. https://doi.org/10.1016/j.ejrs.2016.08.004
Puplampu, D. A., & Boafo, Y. A. (2021). Exploring the impacts of urban expansion on green spaces availability and delivery of ecosystem services in the Accra metropolis. Environmental Challenges, 5 (July), 100283. https://doi.org/10.1016/j.envc.2021.100283
Rachman, F., Huang, J., Xue, X., & Marfai, M. A. (2024). Insights from 30 years of land use/land cover transitions in jakarta, indonesia, via intensity analysis. Land, 13 (4). https://doi.org/10.3390/land13040545
Romdhoni, M. F. (2020). The use of landsat image and census data for modelling population density and urban density in Palembang, Indonesia. Journal of Architectural Research and Design Studies, 4 (2). https://doi.org/10.20885/jars.vol4.iss2.art9
Roy, D. P., Wulder, M. A., Loveland, T. R., C.E., W., Allen, R. G., Anderson, M. C., Helder, D., Irons, J. R., Johnson, D. M., Kennedy, R., & Scambos, T. A. (2014). Remote sensing of environment landsat-8 : science and product vision for terrestrial global change research. Remote Sensing of Environment, 145, 154–172. https://doi.org/10.1016/j.rse.2014.02.001
Schober, P., & Schwarte, L. A. (2018). Correlation coefficients: appropriate use and interpretation. Anesthesia and Analgesia, 126 (5), 1763–1768. https://doi.org/10.1213/ANE.0000000000002864
Selmy, S. A. H., Kucher, D. E., Mozgeris, G., Moursy, A. R. A., Jimenez-Ballesta, R., Kucher, O. D., Fadl, M. E., & Mustafa, A. rahman A. (2023). Detecting, analyzing, and predicting land use/land cover (LULC) changes in arid regions using landsat images, ca-markov hybrid model, and gis techniques. Remote Sensing, 15 (23). https://doi.org/10.3390/rs15235522
Tahir, Z., Haseeb, M., Mahmood, S. A., Batool, S., Abdullah-Al-Wadud, M., Ullah, S., & Tariq, A. (2025). Predicting land use and land cover changes for sustainable land management using CA-Markov modelling and GIS techniques. Scientific Reports, 15 (1), 1–23. https://doi.org/10.1038/s41598-025-87796-w
Wei, Y., Lemoy, R., & Caruso, G. (2024). The effect of population size on urban heat island and NO2 air pollution: Review and meta-analysis. City and Environment Interactions, 24 (2). https://doi.org/10.1016/j.cacint.2024.100161
Zaitunah, A., Samsuri, & Sahara, F. (2021). Mapping and assessment of vegetation cover change and species variation in Medan, North Sumatra. Heliyon, 7 (7), e07637. https://doi.org/10.1016/j.heliyon.2021.e07637
