Population Density Analysis on the Availability of Residential Space in Taubneno Village and Kota Baru Village, Kota Soe District, South Central Timor Regency
DOI:
https://doi.org/10.59535/sehati.v4i1.606Keywords:
NDBI, Population Density, Building Density, Residential SpaceAbstract
The increasing population growth in urban areas has caused problems related to limited residential space. This study aims to analyze the relationship between population density and building density on the availability of residential space in Taubneno Village and Kota Baru Village, Kota Soe District, South Central Timor Regency. This study uses a descriptive method with a quantitative approach through Normalized Difference Built-up Index (NDBI) analysis. Data were obtained through literature studies, Population data collection, remote sensing (Sentinel Imagery and Soe City administrative boundaries), observation, and documentation. Data analysis was carried out to determine the category of population density and building density in each village. The results of the study show that the population density in both villages is classified as High, with Taubneno Village having a larger population, compared to Kota Baru Village. Based on the results of the NBDI analysis, most areas of Taubneno Village are dominated by dense buildings, while Kota Baru Village shows an uneven pattern of building distribution, with dense areas in the center of the Village and sparse areas on the outskirts. These findings indicate a strong relationship between population density and building density, with higher population densities contributing to higher building density. The results of this study are expected to inform sustainable spatial planning in Kota Soe District, South Central Timor Regency.
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E. A. Wikurendra, A. Csonka, I. Nagy, and G. Nurika, “Urbanization and Benefit of Integration Circular Economy into Waste Management in Indonesia: A Review,” Circ.Econ.Sust., vol. 4, no. 2, pp. 1219–1248, June 2024, doi: 10.1007/s43615-024-00346-w.
D. H. Nong, J. M. Fox, S. Saksena, and C. A. Lepczyk, “The Use of Spatial Metrics and Population Data in Mapping the Rural-Urban Transition and Exploring Models of Urban Growth in Hanoi, Vietnam,” Environment and Urbanization ASIA, vol. 12, no. 1, pp. 156–168, Mar. 2021, doi: 10.1177/0975425321997785.
A. Hussein, “Impacts of Land Use and Land Cover Change on Vegetation Diversity of Tropical Highland in Ethiopia,” Applied and Environmental Soil Science, vol. 2023, no. 1, p. 2531241, 2023, doi: 10.1155/2023/2531241.
R. I. McDonald et al., “Denser and greener cities: Green interventions to achieve both urban density and nature,” People and Nature, vol. 5, no. 1, pp. 84–102, 2023, doi: 10.1002/pan3.10423.
F. Pavanello et al., “Air-conditioning and the adaptation cooling deficit in emerging economies,” Nat Commun, vol. 12, no. 1, p. 6460, Nov. 2021, doi: 10.1038/s41467-021-26592-2.
I. Turok, A. Scheba, and J. Visagie, “Rethinking urbanization and economic development: a synopsis,” Environment & Urbanization, vol. 35, no. 2, pp. 297–309, Oct. 2023, doi: 10.1177/09562478231193829.
S. Movahhed Moghaddam, H. Azadi, P. Sklenička, and K. Janečková, “Impacts of Land Tenure Security on the Conversion of Agricultural Land to Urban Use,” Land Degradation & Development, vol. 36, no. 8, pp. 2517–2529, 2025, doi: 10.1002/ldr.5535.
A. Achmad, I. Ramli, E. Zuraidi, and P. Rizkiya, “Urban activity development patterns in the peripheral area around Banda Aceh City, Aceh, Indonesia,” IOP Conf. Ser.: Earth Environ. Sci., vol. 1477, no. 1, p. 012038, Apr. 2025, doi: 10.1088/1755-1315/1477/1/012038.
I. A. Abdulai, A. Ahmed, and E. D. Kuusaana, “Secondary cities under siege: examining peri-urbanisation and farmer households’ livelihood diversification practices in Ghana,” Heliyon, vol. 8, no. 9, Sept. 2022, doi: 10.1016/j.heliyon.2022.e10540.
S. Haldar et al., “Peri-urban dynamics: assessing expansion patterns and influencing factors,” Ecol Process, vol. 13, no. 1, p. 58, Aug. 2024, doi: 10.1186/s13717-024-00533-5.
T. Long, C. Ișık, J. Yan, and Q. Zhong, “Promoting the sustainable development of traditional villages: Exploring the comprehensive assessment, spatial and temporal evolution, and internal and external impacts of traditional village human settlements in hunan province,” Heliyon, vol. 10, no. 11, June 2024, doi: 10.1016/j.heliyon.2024.e32439.
D. Hudalah, T. Talitha, and S. F. Lestari, “Pragmatic state rescaling: The dynamics and diversity of state space in Indonesian megaproject planning and governance,” Environment and Planning C: Politics and Space, vol. 40, no. 2, pp. 481–501, Mar. 2022, doi: 10.1177/23996544211030935.
H. A. Deery, R. Di Paolo, C. Moran, G. F. Egan, and S. D. Jamadar, “The older adult brain is less modular, more integrated, and less efficient at rest: A systematic review of large-scale resting-state functional brain networks in aging,” Psychophysiology, vol. 60, no. 1, p. e14159, 2023, doi: 10.1111/psyp.14159.
M. A. E. AbdelRahman, “An overview of land degradation, desertification and sustainable land management using GIS and remote sensing applications,” Rend. Fis. Acc. Lincei, vol. 34, no. 3, pp. 767–808, Sept. 2023, doi: 10.1007/s12210-023-01155-3.
M. Kasahun and A. Legesse, “Machine learning for urban land use/ cover mapping: Comparison of artificial neural network, random forest and support vector machine, a case study of Dilla town,” Heliyon, vol. 10, no. 20, Oct. 2024, doi: 10.1016/j.heliyon.2024.e39146.
R. Ghanbari, M. Heidarimozaffar, A. Soltani, and H. Arefi, “Land surface temperature analysis in densely populated zones from the perspective of spectral indices and urban morphology,” Int. J. Environ. Sci. Technol., vol. 20, no. 3, pp. 2883–2902, Mar. 2023, doi: 10.1007/s13762-022-04725-4.
A. Kumar, R. Daimary, and R. Kumar, “Informatics based geospatial framework for analysing surface patterns in Eastern India from earth observation data,” Discov Geosci, vol. 3, no. 1, p. 229, Nov. 2025, doi: 10.1007/s44288-025-00342-z.
M. Muhaimin, D. Fitriani, S. Adyatma, and D. Arisanty, “mapping build-up area density using normalized difference built-up index (ndbi) and urban index (ui) wetland in the city banjarmasin,” IOP Conf. Ser.: Earth Environ. Sci., vol. 1089, no. 1, p. 012036, Nov. 2022, doi: 10.1088/1755-1315/1089/1/012036.
S. Verhulst, A. Ramesh, A. Young, and A. J. Zahuranec, “Where is Everyone? The Importance of Population Density Data: A Data Artefact Study of the Facebook Population Density Map,” Sept. 21, 2021, Social Science Research Network, Rochester, NY: 3937599. doi: 10.2139/ssrn.3937599.
J. Bhanye, “A review study on community-based flood adaptation in informal settlements in the Global South,” Discov Sustain, vol. 6, no. 1, p. 595, July 2025, doi: 10.1007/s43621-025-01449-6.
X. Zhang, “The Rise of China’s Superstar Real Estate Developers: Expanding into Tier 3 Cities with Monetized Shantytown Renovation,” July 02, 2025, Social Science Research Network, Rochester, NY: 5322533. Accessed: Dec. 05, 2025. [Online]. Available: https://papers.ssrn.com/abstract=5322533
M. H. Zikargae, A. G. Woldearegay, and T. Skjerdal, “Empowering rural society through non-formal environmental education: An empirical study of environment and forest development community projects in Ethiopia,” Heliyon, vol. 8, no. 3, Mar. 2022, doi: 10.1016/j.heliyon.2022.e09127.
R. Rachmawati, E. T. W. Mei, I. W. Nurani, R. A. Ghiffari, A. A. Rohmah, and M. A. Sejati, “Innovation in Coping with the COVID-19 Pandemic: The Best Practices from Five Smart Cities in Indonesia,” Sustainability, vol. 13, no. 21, p. 12072, Jan. 2021, doi: 10.3390/su132112072.
J. Yang, Y. Shi, Y. Zheng, and Z. Zhang, “The spatiotemporal prediction method of urban population density distribution through behaviour environment interaction agent model,” Sci Rep, vol. 13, no. 1, p. 5821, Apr. 2023, doi: 10.1038/s41598-023-32529-0.
C. Aznarez, J.-C. Svenning, J. P. Pacheco, F. Have Kallesøe, F. Baró, and U. Pascual, “Luxury and legacy effects on urban biodiversity, vegetation cover and ecosystem services,” npj Urban Sustain, vol. 3, no. 1, p. 47, Aug. 2023, doi: 10.1038/s42949-023-00128-7.
D. S. Nikolić, M. D. Pantić, and V. T. Jokić, “Urban and Spatial Planning: Pragmatic Considerations for Plan Implementation Improvements (A Case Study of the City of Bor),” Sage Open, vol. 11, no. 1, p. 2158244021994554, Jan. 2021, doi: 10.1177/2158244021994554.
M. Shahrier, A. A. Kafy, and M. Alshayeb, “Exploring Land Use-Transportation Nexus: A Comprehensive Analysis of Complexity Between Spatial Dynamics and Urban Travel Behavior in Developing Cities,” Complexity, vol. 2025, no. 1, p. 4130063, 2025, doi: 10.1155/cplx/4130063.
M. Azari, L. Billa, and A. Chan, “Multi-temporal analysis of past and future land cover change in the highly urbanized state of Selangor, Malaysia,” Ecol Process, vol. 11, no. 1, p. 2, Jan. 2022, doi: 10.1186/s13717-021-00350-0.
Y.-Y. Li et al., “Integrating morphological spatial pattern analysis and the minimal cumulative resistance model to optimize urban ecological networks: a case study in Shenzhen City, China,” Ecol Process, vol. 10, no. 1, p. 63, Sept. 2021, doi: 10.1186/s13717-021-00332-2.
A. Aritenang, “The Role of Social Capital on Rural Enterprises Economic Performance: A Case Study in Indonesia Villages,” Sage Open, vol. 11, no. 3, p. 21582440211044178, July 2021, doi: 10.1177/21582440211044178.
I. M. S. S. Y. Mawantu, H. Iskandaria, C. A. A. Pakpahan, and N. N. Fasya, “Relation between renovation and space density of small-type house in a row house pattern,” IOP Conf. Ser.: Earth Environ. Sci., vol. 1351, no. 1, p. 012017, May 2024, doi: 10.1088/1755-1315/1351/1/012017.
J. van Oorschot, M. Slootweg, R. P. Remme, B. Sprecher, and E. van der Voet, “Optimizing green and gray infrastructure planning for sustainable urban development,” npj Urban Sustain, vol. 4, no. 1, p. 41, Aug. 2024, doi: 10.1038/s42949-024-00178-5.
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Copyright (c) 2025 Maria Petronela Jois Teifa, Mikael Samin, Muhammad Husain Hasan

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