Analisis Spasial Indeks Vegetasi, Suhu Permukaan dan Urban Heat Island di Kota Bogor
DOI:
https://doi.org/10.29244/jli.v17i2.60363Kata Kunci:
Green open spaces, urban heat island, land surface temperature, vegetation indices, Bogor CityAbstrak
The rapid urbanisation and population growth in Bogor City has significantly decreased green open spaces from 1,982.23 ha in 2009 to 784.74 ha in 2021. This study aims to assess the extent of vegetation, land surface temperature (LST), and urban heat island (UHI) in Bogor City in 2023 spatially and develop recommendations for green open spaces development to mitigate UHI effects. Landsat 8 OLI/TIRS satellite imagery from July 20, 2023, was used to calculate the Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), LST, and UHI intensity. The relationship between vegetation indices and LST was analyzed using RStudio to determine the required green open spaces area for reducing surface temperatures. Results showed that regions with high vegetation density had lower LST than urban areas. The UHI intensity in Bogor City was quantified by comparing urban and non urban temperatures using a 5 km buffer zone. Regression analysis revealed a significant negative correlation between vegetation indices and LST. The findings suggest that increasing green open spaces through strategic planning and development can effectively mitigate UHI effects in Bogor City, improving urban environmental quality and residents' well-being.
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Referensi
Afrianti C, Widiarti NM, Akbar IZ, Rachmanto EP, Hanif MF, Amin RA, Kaswanto RL, Wiyoga H, Mosyaftiani A. 2024. An Assessment of Urban Forest Landscape Services for Green Space Management Improvement in Bandung City, West Java, Indonesia. BIO Web of Conferences 94: 04006. EDP Sciences. https://doi.org/10.1051/bioconf/20249404006
Ahmad A, Aboobaider BM, Isa MSM, Md Hashim N, Rosul M, Muhamad S, Man S. 2014. Temporal Changes in Urban Green Space based on Normalized Difference Vegetation Index. Applied Mathematical Sciences 8(55): 2743-2751. doi:10.12988/ams.2014.432230
Amir, Nourbakhsh M. 2023. Investigating the Relationship between NDVI and EVI Vegetation Indices with Ground Surface Temperature in Tehran. J Civ Eng Res. 5(2): 29–35. doi:10.61186/jcer.5.2.129
Arifah N, Susetyo C. 2019. Penentuan Prioritas Ruang Terbuka Hijau berdasarkan Efek Urban Heat Island di Wilayah Surabaya Timur. J Tek ITS. 7(2).
Arora A, Siddiqui M, Pandey M. 2019. Analysis of Relationship between Vegetation Indices and Land Surface Temperature Using GIS and Python in Middle Ganga plain, India. Journal of Geographical Studies 2: 53-61. doi:10.21523/gcj5.18020201.
Artis DA, Carnahan WH. 1982. Survey of Emissivity Variability in Thermography of Urban Areas. Remote Sens Environ. 12(4): 313–329. doi: https://doi.org/10.1016/0034-4257(82)90043-8.
Ashraf H, Seoud TA El, Sodoudi S, Zafarany A el. 2023. Anisotropic Surface Urban Heat Island in Cairo, Egypt: A Spatiotemporal Analysis of Local Climate Change from 2000 to 2021. Civ Eng Archit. 11(1):331–350. doi: https://doi.org/10.13189/cea.2023.110127.
Athukorala D, Murayama Y. 2021. Urban Heat Island Formation in Greater Cairo: Spatio-temporal Analysis of Daytime and Nighttime Land Surface Temperatures along the Urban-Rural Gradient. Remote Sens. 13(7). doi: https://doi.org/10.3390/rs13071396.
Ayyubi MS, Arifin HS, Kaswanto RL. 2024. Rekomendasi Strategi Pengelolaan Lanskap Publik Ruang Terbuka Hijau dan Biru di Kota Bogor. Risalah Kebijakan Pertanian dan Lingkungan 11(2):102-112. https://doi.org/10.29244/jkebijakan.v11i2.57137
Ba R, Lovallo M, Song W, Zhang H, Telesca L. 2022. Multifractal Analysis of MODIS Aqua and Terra Satellite Time Series of Normalized Difference Vegetation Index and Enhanced Vegetation Index of Sites affected by wildfires. Entropy. 24(12):1748. doi: https://doi.org/10.3390/e24121748.
Del Serrone G, Peluso P, Moretti L. 2022. Evaluation of Microclimate Benefits Due to Cool Pavements and Green Infrastructures on Urban Heat Islands. Atmosphere (Basel). 13(10):1586. doi: https://doi.org/10.1016/j.rse.2003.11.005.
Deng F, Yang Y, Zhao E, Xu N, Li Z, Zheng P, Han Y, Gong J. 2022. Urban Heat Island Intensity Changes in Guangdong-Hong Kong-Macao Greater Bay Area of China Revealed by Downscaling MODIS LST with Deep Learning. Int J Environ Res Public Health. 19(24):17001. doi: https://doi.org/10.3390/ijerph192417001.
Dewanti R, Maulana T, Budiman S, Zinuddin F, Munyati. 1999. Kondisi Hutan Mangrove di Kalimantan Timur, Sumatera, Jawa, Bali, dan Maluku. Maj Lapan, Ed Penginderaan Jauh. 1(91):29–30.
Falchetta G, Hammad AT. 2023. Tracking Global Urban Green Space Trends.
Fatima F, Eqbal Y. 2018. Sustainable Urban Landscapes and Open Spaces: Case Studies and Strategies. SSRN Electron J. https://doi.org/10.2139/ssrn.3208193
Fitriyati N, Arifin HS, Kaswanto RL, Marimin. 2024. Enhancing Land Use Planning through Integrating Landscape Analysis and Flood Inundation Prediction Bekasi City’s in 2030. Journal Geomatics, Natural Hazards and Risk 15(1): 1-27.
Gupta R, Sharma M, Singh G, Joshi RK. 2023. Characterizing Urban Growth and Land Surface Temperature in the Western Himalayan Cities of India Using Remote Sensing and Spatial Metrics. Front Environ Sci. 11 January: 1–15. doi: https://doi.org/10.3389/fenvs.2023.1122935.
Hakim AL, Sulistyantara B. 2024. Perencanaan Green Infrastructure pada Kawasan Transit Oriented Development (TOD) Lebak Bulus, Jakarta Selatan. Jurnal Lanskap Indonesia 16(2): 99-108. doi: https://doi.org/10.29244/jli.v16i2.39278.
Halder B, Bandyopadhyay J, Banik P. 2021. Evaluation of the Climate Change Impact on Urban Heat Island based on Land Surface Temperature and Geospatial Indicators. Int J Environ Res. 15(5):819–835. doi:10.1007/s41742-021-00356-8.
Hermanto SSA, Makalew ADN, Sulistyantara B. 2018. Hubungan Antara Perubahan Tutupan Lahan terhadap Total Penduduk yang Dipengaruhi oleh Fenomena Urbanisasi di Bogor, Jawa Barat. Jurnal Lanskap Indonesia 10(1): 7-11. doi: https://doi.org/10.29244/jli.v10i1.17397.
Huete A. 1997. A Comparison of Vegetation Indices Over a Global set of TM Images for EOS-MODIS. Remote Sens Environ. 59(3):440–451. doi: https://doi.org/10.1016/S0034-4257(96)00112-5.
Ihsani I, Araswati FD. 2023. Analysis of Green Open Space Needs in Bogor City. J Civ Eng Build Transp. 7(1):276–282. doi: https://doi.org/10.31289/jcebt.v7i1.9160.
Indonesia. 2023. Kota Bogor Dalam Angka 2023. Ed ke-2024. Bogor: Badan Pusat Statistik Kota Bogor. http://bogorkota.bps.go.id.
Ivanova K, Kozlov V, Belomestnyh S. 2019. Preservation and Development of Historical Heritage of Gardens and Parks in Large European Cities. IOP Conf Ser Mater Sci Eng. 667(1):012034. doi: https://doi.org/10.1088/1757-899X/667/1/012034.
Jiang Z, Huete A, Didan K, Miura T. 2008. Development of a Two-Band Enhanced Vegetation Index Without a Blue Band. Remote Sens Environ. 112(10):3833–3845. doi: https://doi.org/10.1016/j.rse.2008.06.006.
Lydon M, Garcia A, Duany A. 2015. Tactical Urbanism: Short-term Action for Long-term Change. Island Press. https://books.google.co.id/books?id=JkW9BgAAQBAJ.
Mariski, Nasrullah N, Gunawan A. 2017. Perceptions and Preferences of User to the Thermal Comfort in Menteng Park and Honda Tebet Park. Jurnal Lanskap Indonesia 9(1): 24-35. https://journal.ipb.ac.id/index.php/jli/article/view/14647/mariski.
Matsushita B, Yang W, Chen J, Onda Y, Qiu G. 2007. Sensitivity of the Enhanced Vegetation Index (EVI) and Normalized Difference Vegetation Index (NDVI) to Topographic Effects: A Case Study in High-density Cypress Forest. Sensors. 7(11): 2636–2651. doi: https://doi.org/10.3390/s7112636.
Melhem M, Forrest A, Abunnasr Y, Abi Ali R, Talhouk SN. 2023. How to Transform Urban Institutional Green Spaces Into Ancillary Botanic Gardens to Expand Informal Botanical Learning Opportunities in Cities. Sci Rep. 13(1):15646. doi: https://doi.org/10.1038/s41598-023-41398-6.
Mentaschi L, Duveiller G, Zulian G, Corbane C, Pesaresi M, Maes J, Stocchino A, Feyen L. 2022. Global Long-Term Mapping of surface Temperature Shows Intensified Intra-City Urban Heat Island Extremes. Glob Environ Chang. 72:102441. doi: https://doi.org/10.1016/j.gloenvcha.2021.102441.
Mogîldea D, Biță-Nicolae C. 2024. Ruderal Plant Diversity as a Driver for Urban Green Space Sustainability. Urban Sci. 8(4):159. doi: https://doi.org/10.3390/urbansci8040159.
Persepsi dan Preferensi Masyarakat terhadap Infrastruktur Hijau Kota Yogyakarta. Jurnal Lanskap Indonesia 11(1): 33-42. doi: https://doi.org/10.29244/jli.v11i1.20563.
Phompila C, Lewis M, Ostendorf B, Clarke K. 2015. MODIS EVI and LST Temporal Response for Discrimination of Tropical Land Covers. Remote Sens. 7(5):6026–6040. doi: https://doi.org/10.3390/rs70506026.
Priharyaningsih D, Hasibuan HS, Koestoer R. 2020. Ecological Value of Cemetery in Jakarta. Jurnal Lanskap Indonesia 11(2): 55-58. doi: https://doi.org/10.29244/jli.v11i2.23358.
Puspita ID, Fatimah IS, Gunawan A. 2017. Evaluasi Lanskap Situ-Front sebagai Pengembangan Waterfront di Kawasan Cibinong Raya, Kabupaten Bogor. Jurnal Lanskap Indonesia 9(1): 13-23. doi: https://doi.org/10.29244/jli.v9i1.14812.
Qiu G, Li H, Zhang Q, Chen W, Liang X, Li X. 2013. Effects of Evapotranspiration on Mitigation of Urban Temperature by Vegetation and Urban Agriculture. J Integr Agric. 12(8): 1307–1315. doi: https://doi.org/10.1016/S2095-3119(13)60543-2.
Raihan A. 2024. A Review on the Role of Green Vegetation in Improving Urban Environmental Quality. Eco Cities. 4(2): 2387. doi: https://doi.org/10.54517/ec.v4i2.2387.
Rizqiyah UH, Nasrullah N, Sulistyantara B. 2023. Analysis of Green Open Space Needs in Pekanbaru City based on The Thermal Comfort Index “THI.” Eduvest - J Univers Stud. 3(3): 604–611. doi: https://doi.org/10.59188/eduvest.v3i3.776.
Tohjiwa AD, Soetomo S, Sjahbana JA, Purwanto E. 2010. Kota Bogor dalam Tarik Menarik Kekuatan Lokal dan Regional. Semin Nas Ris Arsit dan Perenc 1 HUMANISME, Arsit DAN Perenc., siap terbit.
Utami FNH, Kaswanto RL, Hadi AA. 2008. Penerapan Konsep Bangunan Ramah Lingkungan melalui Konstruksi Green Panel sebagai Alternatif Peningkatan Kenyamanan dalam Ruang. Jurnal Ilmu Pertanian Indonesia 13(3): 204-212.
Voogt JA. 2002. Urban Heat Island. Di dalam: Encyclopedia of Global Environmental Change. Volume ke-3. John Wiley & Sons.
Weng Q, Lu D, Schubring J. 2004. Estimation of land surface temperature-vegetation abundance relationship for urban heat island studies. Remote Sens Environ. 89(4):467–483. doi: https://doi.org/10.1016/j.rse.2003.11.005.
Yu Z, Chen Jiaqi, Chen Jike, Zhan W, Wang C, Ma W, Yao X, Zhou S, Zhu K, Sun R. 2024. Enhanced Observations from an Optimized Soil-Canopy-Photosynthesis and Energy Flux Model Revealed Evapotranspiration-Shading Cooling Dynamics of Urban Vegetation during Extreme Heat. Remote Sens Environ. 305:114098. doi: https://doi.org/10.1016/j.rse.2024.114098.
Zhang Y, Wang P, Wang T, Li J, Li Z, Teng M, Gao Y. 2020. Using Vegetation Indices to Characterize Vegetation Cover Change in the Urban Areas of Southern China. Sustainability. 12(22): 9403. doi: https://doi.org/10.3390/su12229403
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