Analisis K-Means Cluster untuk Identifikasi Kawasan Pengelolaan Sampah di Kabupaten Tapin Provinsi Kalimantan Selatan
2023
Magriaty, Riry | Murtilaksono, Kukuh | Anwar, Syaiful
Population growth of Tapin Regency is projected to grow until it reaches more than 200,000 in 2025. In current conditions, the government can only manage a small amount of solid waste in certain urban settlement areas. Limited service coverage of waste management systems causing a serious threat for environmental quality. The research was intended to determine and identify zone for planning and developing the waste management system in a larger scale area to improve waste management services in Tapin Regency. The research methods using PCA (principal component analysis) then K-Means cluster to obtain waste management zone in that area. The results have shown that waste management zones can be classified into 3 types zone. Zone type 1 consisted of 25 villages located in a urban area that has the highest vulnerability of solid waste generation. Zone type 2 consisted of 36 villages and located relatively close to the rural-urban area which has the highest population growth rate. Zone type 3 consisted of 36 villages located very far from the urban area which has the lowest vulnerability of solid waste generation. Zone type 1 and 2 were determined as priority clusters for developing waste management services which have 73.3% coverage of all area. Waste management systems coverage in zone type 3 implemented by the addition of community participation programs.
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