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All Journal Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy) Jurnal Teknologi Industri Pertanian Jurnal Ilmu Tanah dan Lingkungan (Journal of Soil Science and Environment) Indonesian Journal of Geography SOCA: Jurnal Sosial Ekonomi Pertanian Jurnal Pembangunan Wilayah dan Kota Jurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan Media Komunikasi Geografi JEJAK Jurnal Kawistara : Jurnal Ilmiah Sosial dan Humaniora Majalah Geografi Indonesia Jurnal Pengkajian dan Pengembangan Teknologi Pertanian Journal of Degraded and Mining Lands Management AGRIVITA, Journal of Agricultural Science Journal of Regional and City Planning Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management) Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan Jurnal Tataloka Journal of Applied Geospatial Information MAJALAH ILMIAH GLOBE Informatika Pertanian Syntax Literate: Jurnal Ilmiah Indonesia IT JOURNAL RESEARCH AND DEVELOPMENT Journal of Regional and Rural Development Planning Astonjadro Jurnal Ilmiah Ilmu Sosial Jambura Geoscience Review Jurnal Risalah Kebijakan Pertanian dan Lingkungan International Journal of Business, Economics, and Social Development Jurnal Kawistara
Khursatul Munibah
Bogor Agricultural University
Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Physics Social Sciences Transportation Other

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Journal : Jambura Geoscience Review

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Prediction of Land Use/Land Cover Change in the New Telaga City Plan Area, Gorontalo Province Gani, Regita Chahyani Abdul; Munibah, Khursatul; Pravitasari, Andrea Emma
Jambura Geoscience Review Vol 8, No 1 (2026): Jambura Geoscience Review (JGEOSREV)
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37905/jgeosrev.v8i1.36477

Abstract

The development of the Telaga City planning area as a new city in the peri-urban area controls urban expansion while promoting equitable development and economic growth. However, high pressure from population growth, economic growth, and the need for developed land in peri-urban areas risks triggering land use incompatibility and a decline in environmental quality. In anticipation of these threats, this study aims to predict changes in land use/land cover (LU/LC) in the Telaga City planning area as a basis for future spatial planning. This research is experimental in nature, testing the influence of regional dynamics on changes in LU/LC. The novelty of this research lies in the use of high-resolution SPOT 6/7 image interpretation LU/LC maps, which enable more detailed and accurate identification of changes in LU/LC. The methods used include (1) Euclidean distance and data normalization to obtain data ready for use in the prediction process; and (2) Pearson correlation, Artificial Neural Networks (ANN), Cellular Automata (CA), and Kappa Accuracy for the prediction process. The analysis results show that the ANN model is able to capture the nonlinear relationship between driving factors and land transitions well, as indicated by a kappa validation accuracy value of 91.69%. The prediction results for the 2023–2033 period show that the dominance of vegetated areas will continue, but residential/mixed-use land will experience consistent growth, especially in the southern part, indicating strong urban development pressure. Therefore, the results of this study emphasize the need for LU/LC planning and control to minimize land use incompatibility.
Co-Authors Achmad, Alfredian Ade Irawadi Adrian Adrian Agung Lukman Alfin Murtadho Alwan Rafiuddin Amira Novalinda Andrea Emma Pravitasari, Andrea Emma Andreas Ari Putro Dwinanto Ari Wijayanti Arieza Andriani Nur Aina Asdar Iswati Atang Sutandi Baba Barus Bambang Hendro Trisasongko Bambang Juanda Bambang Pramudya Bambang Pramudya Noorachmat, Bambang Pramudya Boedi Tjahjono Bondansari Bondansari, Bondansari Budi Mulyanto Chaida Chairunnisa Chiharu Hongo, Chiharu Cipta Sekarrini Cut Hashfi Fadhila Dewi Setyowati Didit Okta Pribadi Diendra Abdul Karim Dwi Putro Tejo Baskoro Dyah Retno Panuju Dyah Tjahyandari Suryaningtyas Eggy Giofandi Eka Intan Kumala Putri Eko Fitriono Harimurti Ely Triwulan Dani Ernan Rustiadi Firmansyah , Irman Firre An Suprapto Firre An Suprapto Fredinan Yulianda Gani, Regita Chahyani Abdul Hari Agung Adrianto Harmoko, Joycelyn Hartrisari Hartrisari Hefni Effendi Hermanu Widjaja, Hermanu Hongo , Chiharu Indah Purnama Sari Irman Firmansyah Irman Firmansyah Iskandar Lubis Izuru Saizen Janthy Trilusianthy Hidayat Joko Mulyono Joko Mulyono Joko Mulyono Khairul Anam Komarsa Gandasasmita Komarsa Gandasasmita Kraugusteeliana Kraugusteeliana Kukuh Murtilaksono Kukuh Murtilaksono La Ode Syamsul Iman Lamidi Lamidi Latifa, Nisa LUMBANTOBING, AGAPE Machfud Machfud Machfud Machfud Machfud Machfud Majid, Riza Nur Fajrin Monsaputra Monsaputra Monsaputra Muhamad Alkaf, Muhamad Muhamad Ilyas, Muhamad Muhammad Ardiansyah Muhammad Fikri Putra Muhammad Firdaus Muhammad, Almawardi Muhlis, Taufik Muji Esti Wahyudi Mulyono, Joko Mumtadul Fikri Murtadho, Alfin Mustika Gusnia Sari Nia Rachmawati Nita Inopianti Nur Fa'izah Zainal Nurwadjedi Nurwadjedi, Nurwadjedi Omo Rusdiana Paulus B.K. Santoso Penggayuh, Dinda Pramita, Viona Pramusintha Nugraha Purwanto, Yanuar Jarwadi Rani Yudarwati Rani Yudarwati Raniah, Nadhifah Ratna, Ni Luh Made Dwi Ridwan Kun Satria Rudi P Tambunan, Rudi P Sabila, Salma Saniinah, Siti Nur Santun R P Sitorus Santun R.P Sitorus Santun R.P. Sitorus Santun R.P. Sitorus Santun R.P. Sitorus Setia Hadi Setia Hadi Setia Hadi Sigit, Gunardi Sri Lestari Munajati, Sri Lestari Sudarsono Sudarsono Sudarsono Sukisno Sukisno, Sukisno Suprajaka Suprajaka Toga Pandapotan Sinurat Uciningsih, Winda Ulfah Choerunnisa Nurul Litasari Ulfah Choerunnisa Nurul Litasari Untung Sudadi Wahyu Iskandar Wayan Wardana Widiatmaka Widiatmaka Widiatmaka Widiatmaka Widiatmaka Widiatmaka Widiatmaka Widiatmaka Wiwin Ambarwulan Wiwin Ambarwulan Yayuk Farida Baliwati Yusanto A Nugroho, Yusanto A