Journal of Regional and Rural Development Planning
Vol. 7 No. 1 (2023): Journal of Regional and Rural Development Planning (Jurnal Perencanaan Pembangu

Analisis K-Means Cluster untuk Identifikasi Kawasan Pengelolaan Sampah di Kabupaten Tapin Provinsi Kalimantan Selatan

Riry Magriaty (Badan Perencanaan Pembangunan Penelitian dan Pengembangan Kabupaten Tapin, Kalimantan Selatan, Indonesia)
Kukuh Murtilaksono (Departemen Ilmu Tanah dan Sumberdaya Lahan, Institut Pertanian Bogor, Kampus IPB Dramaga, Bogor 16680, Indonesia)
Syaiful Anwar (Departemen Ilmu Tanah dan Sumberdaya Lahan, Institut Pertanian Bogor, Kampus IPB Dramaga, Bogor 16680, Indonesia)



Article Info

Publish Date
28 Feb 2023

Abstract

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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Journal Info

Abbrev

p2wd

Publisher

Subject

Humanities Civil Engineering, Building, Construction & Architecture Economics, Econometrics & Finance Environmental Science Social Sciences

Description

JP2WD covers topics related to regional science, regional and/or rural planning, regional economics, spatial and environmental planning, regional information system, community development, and public policy. Emphasis are placed on issues related to rural development in developing and middle-income ...