ANALYSIS OF SPATIAL DISTRIBUTION AND SERVICEABILITY OF OFFICIAL POLLING STATIONS USING GIS AND WEBGIS IN NABIRE DISTRICT
DOI:
https://doi.org/10.30646/tikomsin.v14i1.1099Keywords:
GIS, WebGIS, spatial distribution, service coverage, temporary waste collection sitesAbstract
Temporary waste collection sites play an important role in supporting urban waste management services. However, the spatial distribution and service coverage of official temporary waste collection sites in Nabire District have not been comprehensively evaluated. This study aims to analyze the spatial distribution and service coverage of official temporary waste collection sites using Geographic Information System (GIS) and to implement the results in an interactive WebGIS. A quantitative spatial approach was applied using official TPS point data, landfill location data, administrative boundary data, and GIS-based spatial processing. The analysis included location mapping, Nearest Neighbor Analysis (NNA), 500-meter buffer analysis, dissolve processing, and administrative overlay. The results showed that the distribution pattern of official temporary waste collection sites tends to be clustered, with an NNA value of 0.7636 and a Z-score of -2.02. The 500-meter service coverage reached only 13.14 km² of the 205.26 km² study area, equal to 6.40%, while 93.60% remained outside the service range. The novelty of this study lies in integrating spatial distribution analysis, service coverage evaluation, and WebGIS visualization to support district-scale waste facility planning.
References
J. A. Araiza-Aguilar, M. N. Rojas-Valencia, H. A. Nájera-Aguilar, R. F. Gutiérrez-Hernández, and C. M. Garc’ia-Lara, “Using spatial analysis to design a solid waste collection system,†Urban Sci., vol. 8, no. 3, p. 95, 2024, doi: 10.3390/urbansci8030095.
P. R. Bahari, Y. Antomi, I. Dewata, and N. Syah, “Planning a waste management system by utilizing geographic information systems,†J. Penelit. Pendidik. IPA, vol. 11, no. 8, pp. 867–878, 2025, doi: 10.29303/jppipa.v11i8.12171.
C. Huang, Y. Feng, Y. Wei, D. Sun, X. Li, and F. Zhong, “Assessing regional public service facility accessibility using multisource geospatial data: A case study of underdeveloped areas in China,†Remote Sens., vol. 16, no. 2, p. 409, 2024, doi: 10.3390/rs16020409.
S. Xu, S. Shirowzhan, and S. M. E. Sepasgozar, “Urban waste management and prediction through socio-economic values and visualizing the spatiotemporal relationship on an advanced GIS-based dashboard,†Sustainability, vol. 15, no. 16, p. 12208, 2023, doi: 10.3390/su151612208.
V. Arsanti et al., “Spatial Analysis of Waste Management Facility Distribution Using GIS,†Adv. Sustain. Sci. Eng. Technol., vol. 6, no. 4, p. 2404013, 2024, doi: 10.26877/asset.v6i4.996.
Y. Li and X. Zhang, “Multi-Scale Context Fusion Network for Urban Solid Waste Detection in Remote Sensing Images,†Remote Sens., vol. 16, no. 19, p. 3595, 2024, doi: 10.3390/rs16193595.
M. Karademir and B. A. O. Acimert, “Sustainable Waste Governance Framework via Web-GIS: Kadikoy Case,†Sustainability, vol. 16, no. 16, p. 7171, 2024, doi: 10.3390/su16167171.
J. Wang, Y. Shi, Z. Qin, Y. Chen, and Z. Cao, “A Three-Dimensional Buffer Analysis Method Based on the 3D Discrete Global Grid System,†ISPRS Int. J. Geo-Information, vol. 10, no. 8, p. 520, 2021, doi: 10.3390/ijgi10080520.
T. Kawasaki, H. Saito, and K. Tanaka, “Optimizing the Number and Location of Household Waste Collection Sites by Multi-Maximal Covering Location Model: An Empirical Study in Minamata City, Kumamoto Prefecture, Japan,†J. Clean. Prod., vol. 379, p. 134644, 2022, doi: 10.1016/j.jclepro.2022.134644.
N. Suri, R. Z. Oktarlina, D. A. Ramdini, D. Miswar, and M. B. Rahman, “Mapping of Pharmacies in Bandar Lampung Municipality: Nearest Neighbor Analysis and Overlay Approach,†J. Manaj. dan Pelayanan Farm., vol. 14, no. 3, pp. 151–159, 2024, doi: 10.22146/jmpf.83082.
A. Majid, E. Novita, I. Gusniani, and D. M. Hartono, “Mapping of solid waste generation and collection by using GIS: A case study in Depok City,†in IOP Conference Series: Earth and Environmental Science, 2021, p. 12024. doi: 10.1088/1755-1315/716/1/012024.
Y. Ding, J. Zhao, J. Liu, and others, “A review of China’s municipal solid waste (MSW) and comparison with international regions: Management and technologies in treatment and resource utilization,†J. Clean. Prod., vol. 293, p. 126144, 2021, doi: 10.1016/j.jclepro.2021.126144.
M. Hidayat, Maryono, Widjonarko, M. D. Taqyuddin, and P. Saraswati, “Evaluation of Rural Urban Waste Management: Integrating Logic Model and GIS Approach in Pemalang, Central Java, Indonesia,†J. Ilmu Lingkung., vol. 22, no. 3, pp. 825-835, 2024, doi: 10.14710/jil.22.3.825-835.
A. Singh, “Sustainable Waste Management Through Systems Engineering Models and Remote Sensing Approaches,†SN Appl. Sci., 2022, doi: 10.1007/s43615-022-00151-3.
N. Sillero, “A Simple Spatial Method for Identifying Point Clusters by Neighbourhood Relationships,†Ecologies, vol. 2, no. 3, pp. 305–312, 2021, doi: 10.3390/ecologies2030017.
M. Chaerul, M. Puturuhu, and I. Artika, “Optimasi Rute Pengangkutan Sampah dengan Menggunakan Metode Nearest Neighbour (Studi Kasus: Kabupaten Manokwari),†J. Wil. dan Lingkung., vol. 10, no. 1, pp. 55–68, 2022, doi: 10.14710/jwl.10.1.55-68.
M. Schiavina, M. Melchiorri, and S. Freire, “A smart and flexible approach for aggregation of adjacent polygons to meet a minimum target area or attribute value,†Sci. Rep., vol. 13, p. 4367, 2023, doi: 10.1038/s41598-023-31253-z.
L. Duarte, A. C. Teodoro, M. Lobo, J. Viana, V. Pinheiro, and A. Freitas, “An Open Source GIS Application for Spatial Assessment of Health Care Quality Indicators,†ISPRS Int. J. Geo-Information, vol. 10, no. 4, p. 264, 2021, doi: 10.3390/ijgi10040264.
P. Moutafis, G. Mavrommatis, M. Vassilakopoulos, and A. Corral, “Efficient Group K Nearest-Neighbor Spatial Query Processing in Apache Spark,†ISPRS Int. J. Geo-Information, vol. 10, no. 11, p. 763, 2021, doi: 10.3390/ijgi10110763.
P. Flisek and E. Lewandowicz, “A Methodology for Generating Service Areas That Accounts for Linear Barriers,†ISPRS Int. J. Geo-Information, vol. 8, no. 9, p. 423, 2019, doi: 10.3390/ijgi8090423.
L. Graham, M. Patel, and S. Huang, “Service accessibility and waste disposal behaviour: implications for equitable waste management,†Resour. Conserv. Recycl., vol. 170, p. 105600, 2021, doi: 10.1016/j.resconrec.2021.105600.
P. Oliveira, J. Mendes, and L. Costa, “Integrating spatial and non-spatial data for service coverage assessment using GIS,†Sustainability, vol. 12, no. 7, p. 2801, 2020, doi: 10.3390/su12072801.
R. Netek, J. Masopust, F. Pavlicek, and V. Pechanec, “Performance Testing on Vector vs. Raster Map Tiles—Comparative Study on Load Metrics,†ISPRS Int. J. Geo-Information, vol. 9, no. 2, p. 101, 2020, doi: 10.3390/ijgi9020101.
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