Analisis Spasial Perubahan Penggunaan Lahan Di Kecamatan Sungai Rumbai Kabupaten Dharmasraya Provinsi Sumatera Barat Tahun 2015 Dan 2023

Engrila, Hafa Mey and , Hamim Zaky Hadibasyir, S. Si., M.GIS (2023) Analisis Spasial Perubahan Penggunaan Lahan Di Kecamatan Sungai Rumbai Kabupaten Dharmasraya Provinsi Sumatera Barat Tahun 2015 Dan 2023. Skripsi thesis, Universitas Muhammadiyah Surakarta.

	PDF (Naskah Publikasi) NASKAH PUBLIKASI .pdf Download (719kB)
	PDF (Halaman Depan) HALAMAN DEPAN.pdf Download (492kB)
	PDF (Bab I) BAB I.pdf Download (491kB)
	PDF (Bab II) BAB II.pdf Restricted to Repository staff only Download (366kB)
	PDF (Bab III) BAB III.pdf Restricted to Repository staff only Download (1MB)
	PDF (Bab IV) BAB IV (2).pdf Restricted to Repository staff only Download (3MB)
	PDF (Bab V) BAB V.pdf Restricted to Repository staff only Download (315kB)
	PDF (Bab VI) BAB VI.pdf Restricted to Repository staff only Download (226kB)
	PDF (Daftar Pustaka) DAFTAR PUSTAKA.pdf Download (240kB)
	PDF (Lampiran) LAMPIRAN.pdf Restricted to Repository staff only Download (1MB)
	PDF (Surat Pernyataan Publikasi) SURAT PERNYATAAN PUBLIKASI.pdf Restricted to Repository staff only Download (282kB)

Abstract

Sungai Rumbai District is located in Dharmasraya Regency, West Sumatra Province. The phenomenon that occurred in Sungai Rumbai District is proven by the conversion of rubber land to oil palm land and the increase in settlements that occurred in 2015 and 2023. This research aims to find out a good algorithm to use to detect land use by comparing support vector machines, maximum likelihood, and random forest and to determine land changes. The method in this research is a comparison of the SVM, MLC, and RF algorithms with confusion matrix and overlay accuracy tests to determine changes in land use. The results of this research are 5 land uses, namely shrubs, settlements, rubber, oil palm open land with a kappa accuracy ratio of SVM 87.74%, MLC 70.61%, and RF 78.10%, changes in use by overlaying 2015 and 2023 data using SVM algorithm, namely land area decreased to 178.53 ha, settlement area increased to 104.48 ha, oil palm area increased by 254.79 ha, open land area increased by 34.38 ha, and rubber area decreased by 215.12 Ha

Item Type:	Thesis (Skripsi)
Uncontrolled Keywords:	Support Vector Machine, Maximum Likelihood, Random Forest, land use change, Sungai Rumbai sub-district.
Subjects:	G Geography. Anthropology. Recreation > G Geography (General) G Geography. Anthropology. Recreation > GB Physical geography
Divisions:	Fakultas Geografi > Geografi Fakultas Geografi > Geografi Fakultas Geografi > Geografi
Depositing User:	HAFA MEY ENGRILA
Date Deposited:	01 Nov 2023 08:19
Last Modified:	01 Nov 2023 08:19
URI:	http://eprints.ums.ac.id/id/eprint/117673

Actions (login required)

View Item