Spatial planning: Spatial pattern deviations and recommendations for spatial planning regulation settlement zone (2010–2030) based on current conditions
DOI:
https://doi.org/10.61511/spms.v2i2.2025.2198Keywords:
disaster risk, night time light, Kota Batu, spatial planning, urban growthAbstract
Background: Kota Batu, located in East Java Province, has experienced rapid urban growth, which poses challenges in spatial planning, particularly in balancing development with environmental sustainability. Night Time Light (NTL) analysis is often used to measure human activity intensity through nighttime illumination, providing valuable insights for urban development studies. Methods: The research employed spatial analysis using NTL data to assess human activity intensity and land use patterns, combined with land cover mapping to identify paddy field distribution. A disaster risk analysis was conducted to map flash flood-prone areas, and agglomeration analysis was applied to determine settlement zone recommendations. The total deviation in spatial patterns was calculated to quantify the extent of inconsistency with the Spatial Planning Regulation/Rencana Tata Ruang Wilayah (RTRW). Findings: The results revealed a spatial pattern deviation of 2,160.84 hectares, representing 11.58% of Kota Batu’s total area. Based on agglomeration analysis, 18 villages/urban wards were identified as recommended settlement zones. Meanwhile, 21 villages/urban wards were categorized as priority areas due to high flash flood risk. These findings highlight the tension between potential residential expansion and disaster risk management in urban planning. Conclusion: Spatial planning in Kota Batu requires an integrated approach that addresses urban growth while preserving agricultural land and mitigating disaster risks. The findings provide evidence-based recommendations for refining the RTRW to enhance sustainable and disaster-resilient development. Novelty/Originality of this article: This study integrates NTL-based human activity mapping, agricultural land preservation analysis, and flash flood disaster risk assessment to produce a spatial planning recommendation for Kota Batu, a methodological combination that has been rarely applied in Indonesian mid-sized cities.
References
Afrianto, F., & Graha, D. T. R. (2023). Morfologi Kota Malang: Sebuah tinjauan dari Nighttime Light Satellite Imagery. Jurnal Plano Buana, 3(2), 68–76. https://doi.org/10.36456/jpb.v3i2.7002
Aldiansyah, S., & Wibowo, A. (2022). Aplikasi metode spatial multi criteria analysis untuk pengembangan kawasan permukiman (Studi kasus: Re-evaluasi RTRW Provinsi Sulawesi Tenggara). Jurnal Geografi, Edukasi dan Lingkungan (JGEL), 6(2), 136–152. https://doi.org/10.22236/jgel.v6i2.7481
Ardiansyah, A., Widyawati, R., & Afriani, L. (2022). Kajian revisi rencana tata ruang wilayah Kabupaten Mesuji tahun 2011-2031. Seminar Nasional Insinyur Profesional (SNIP), 2(2). https://doi.org/10.23960/snip.v2i2.213
Ayudya, D., & Ikaputra, I. (2022). Memahami perkembangan kota melalui urban morphology. Jurnal Pembangunan Wilayah dan Kota, 18(3), 235–245. https://doi.org/10.14710/pwk.v18i3.36135
Baroroh, N., & Pangi, P. (2019). Perubahan penutup lahan dan kerapatan vegetasi terhadap urban heat island di Kota Surakarta. Seminar Nasional Geomatika, 3, 641. https://doi.org/10.24895/SNG.2018.3-0.1022
Fadlin, F., Thaha, M. A., Maricar, F., & Hatta, M. P. (2022). Monitoring perubahan penggunaan lahan menggunakan citra satelit Sentinel 1 di DAS Wanggu Kota Kendari. Jurnal Teknik Sumber Daya Air, 1(2), 77–88. https://doi.org/10.56860/jtsda.v1i2.5
Fan, J., Zhao, P., Zhou, S., Deng, X., & Wang, C. (2022). Disciplinary structure and development strategy of human geography in China. Journal of Geographical Sciences, 32(9), 1654–1669. https://doi.org/10.1007/s11442-022-2016-3
Fauzan, Carol, N. D., Ismail, F. A., & Narny, Y. (2023). Implementation of a quick assessment application called InaRISK for damaged houses after the West Pasaman Earthquake (2022). IOP Conference Series: Earth and Environmental Science, 1244(1), 012041. https://doi.org/10.1088/1755-1315/1244/1/012041
Ghosh, T., Anderson, S., Elvidge, C., & Sutton, P. (2013). Using nighttime satellite imagery as a proxy measure of human well-being. Sustainability, 5(12), 4988–5019. https://doi.org/10.3390/su5124988
Huballah, M., Suyasa, I., & Sriwi, A. (2024). Partisipasi masyarakat lokal dalam pengembangan community-based tourism di Desa Wisata Aik Bukaq Kabupaten Lombok Tengah. Journal of Responsible Tourism, 4(1), 173–176. https://doi.org/10.47492/jrt.v4i1.3475
Jannah, S., Arie, F. C., Pusporini, N., & Ulya, A. F. (2023). Pemetaan mobilitas penduduk berdasarkan Google Point of Interest (POI) sarana komersial menggunakan analisis multidimensional scaling (MDS). Jurnal Plano Buana, 4(1), 45–53. https://doi.org/10.36456/jpb.v4i1.7536
Larasati, A. P., Rahman, B., & Kautsary, J. (2022). Pengaruh perkembangan perkotaan terhadap fenomena pulau panas (Urban Heat Island). Jurnal Kajian Ruang, 2(1), 35. https://doi.org/10.30659/jkr.v2i1.20469
Liang, S., & Zhong, Q. (2023). Reducing environmental impacts through socioeconomic transitions: Critical review and prospects. Frontiers of Environmental Science & Engineering, 17(2), 24. https://doi.org/10.1007/s11783-023-1624-1
Machdi, I., Reno, A. M., Wijayanto, A. W., Putra, A. P., & Pramana, S. (2023). Implementasi big data dan kecerdasan artifisial untuk statistik ofisial. In Prosiding Use Cases Artificial Intelligence Indonesia: Embracing Collaboration for Research and Industrial Innovation in Artificial Intelligence. Penerbit BRIN. https://doi.org/10.55981/brin.668.c538
Madaul, R. A., & Ibal, L. (2023). Kajian peninjauan kembali rencana tata ruang wilayah Kabupaten Sorong tahun 2012–2032. Jurnal Ilmiah Ecosystem, 23(3), 658–672. https://doi.org/10.35965/eco.v23i3.3907
Ma’sum, M. A., & Fadhilah, A. N. (2022). Identifikasi struktur ruang Kecamatan Tawang Kota Tasikmalaya. Jurnal Geografi: Media Informasi Pengembangan dan Profesi Kegeografian, 19(1), 38–45. https://doi.org/10.15294/jg.v19i1.30950
Miller, G. T., & Spoolman, S. (2015). Environmental science. Cengage Learning.
Miller, G. T., & Spoolman, S. (2017). Living in the Environment. Brooks Cole.
Muin, A., & Rakuasa, H. (2023). Evaluasi Rencana Tata Ruang Wilayah Kota Ambon Berdasarkan Aspek Kerawanan Banjir. ULIL ALBAB: Jurnal Ilmiah Multidisiplin, 2(5), 1727–1738. https://doi.org/10.56799/jim.v2i5.1485
Murtiono, H. (2022). Analisis morfologi Kota Batam studi kasus Kampung Sei Jodoh. Jurnal Arsitektur ARCADE, 6(1), 64. https://doi.org/10.31848/arcade.v6i1.890
Pambudi, A. S., & Sitorus, S. R. P. (2021). Omnibus law dan penyusunan rencana tata ruang: Konsepsi, pelaksanaan, dan permasalahannya di Indonesia. Jurnal Ilmiah Wahana Bhakti Praja, 11(2), 198–216. https://doi.org/10.33701/jiwbp.v11i2.2216
Parris, K. M. (2016). Ecology of Urban Environments. John Wiley & Sons.
Pratiwi, W. D., Samsirina, S., Rani, M. S., & Nagari, B. K. (2022). Transformasi permukiman dan rumah di kawasan hutan wisata Bandung Selatan. Jurnal Permukiman, 17(2), 93–108. https://doi.org/10.31815/jp.2022.17.93-108
Pulungan, W. R., Ananda, W. V., Hutagalung, I., Malau, P. L., & Hidayat, N. (2024). Evaluasi pengaruh aspek sosial proyek perumahan Citraland Gama City Kec. Percut Sei Tuan terhadap perkembangan wilayah di sekitar proyek. Jurnal Sains dan Teknologi, 5(3), 696–703. https://doi.org/10.55338/saintek.v5i3.1951
Rizkhi, M. N., Akhmad, A. G., Novianti, V., & Septyana, D. (2024). Kesesuaian pemanfaatan ruang pada kawasan budidaya di Kota Palu. Jurnal PeWeKa Tadulako, 3(1), 47–60. https://doi.org/10.22487/peweka.v3i1.30
Saputra, D. (2023). Evaluasi kesesuaian pemanfaatan ruang di Kecamatan Payakumbuh Barat tahun 2022. Jurnal Swarnabhumi: Jurnal Geografi dan Pembelajaran Geografi, 8(2), 119–127. https://doi.org/10.31851/swarnabhumi.v8i2.11196
Sari, D. K., & Mardiansjah, F. H. (2022). Perkembangan kota-kota kecil di Kabupaten Banyumas dan potensi penguatan perannya dalam keterkaitan desa kota. Tata Kota dan Daerah, 14(2), 115–126. https://doi.org/10.21776/ub.takoda.2022.014.02.8
Sari, K. P., Komalasari, R., & Kanegae, H. (2020). Disaster learning through a map-based mobile application: An evaluation of its readability and user satisfaction. IOP Conference Series: Earth and Environmental Science, 592(1), 012004. https://doi.org/10.1088/1755-1315/592/1/012004
Sari, N. M. (2021). Analisis sebaran bangunan dan kesesuaian dengan rencana tata ruang wilayah (RTRW) Provinsi DKI Jakarta. Majalah Geografi Indonesia, 35(2), 133. https://doi.org/10.22146/mgi.60823
Sugestiadi, M. I., & Basuki, Y. (2019). Dinamika pertumbuhan perkotaan di kawasan perkotaan Surakarta. Seminar Nasional Geomatika, 3(February), 609. https://doi.org/10.24895/SNG.2018.3-0.1019
Suharini, E., Supriyadi, M. S., Al-Hanif, E. T., Kurniawan, E., & Nugraha, S. B. (2023). An evaluation of community adoption of the InaRISK BNPB platform for disaster management: An application of the Technology Acceptance Model (TAM). International Journal of Safety and Security Engineering, 13(4), 673–684. https://doi.org/10.18280/ijsse.130409
Sukmawati, A. M., & Yuliastuti, N. (2016). Eksistensi kampung lama melalui kearifan lokal di Kampung Bustaman Semarang. Tataloka, 18(2), 108–117. https://doi.org/10.14710/tataloka.18.2.108-117
Surya, B., Ahmad, D. N. A., & Rasyidi, E. S. (2021). Keberlanjutan penanganan permukiman kumuh berbasis komunitas di Kota Makassar, Sulawesi Selatan. Seminar Nasional Geomatika, April, 135. https://doi.org/10.24895/SNG.2020.0-0.1128
Suryani, T. A., & Adharina, N. D. (2024). Kesesuaian jangkauan pelayanan puskesmas terhadap prediksi kawasan permukiman Kota Semarang melalui pemodelan Land Use/Land Cover (LULC). Jurnal Pembangunan Wilayah Dan Kota, 20(1). https://doi.org/10.14710/pwk.v20i1.52422
Tampubolon, D. P., Utami, W., & Sutaryono, S. (2022). Dampak pembangunan Jalan Balige Bypass terhadap alih fungsi lahan Kabupaten Toba. Jurnal Pendidikan Geografi, 27(1), 1–14. https://doi.org/10.17977/um017v27i12022p1-14
Widiawaty, M. A., Dede, M., & Ismail, A. (2019). Analisis tipologi urban sprawl di Kota Bandung menggunakan sistem informasi geografis. Seminar Nasional Geomatika, 3(February), 547. https://doi.org/10.24895/SNG.2018.3-0.1007
Williams, B. A., Venter, O., Allan, J. R., Atkinson, S. C., Rehbein, J. A., Ward, M., Di Marco, M., et al. (2020). Change in terrestrial human footprint drives continued loss of intact ecosystems. One Earth, 3(3), 371–382. https://doi.org/10.1016/j.oneear.2020.08.009
Wisudawan, H. N. P. (2021). Design and implementation of real-time flood early warning system (FEWS) based on IoT Blynk application. ELKHA, 13(2), 113. https://doi.org/10.26418/elkha.v13i2.49003
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