Green infrastructure modelling for UHI control to urban thermal comfort: a case study of Temanggung urban area

References

• Abdulateef, M. F., & Al-Alwan, H. (2021). The effectiveness of urban green infrastructure in reducing surface urban heat island: Baghdad city as a case study. Ain Shams Engineering Journal, 101526.
   Web of Science ®Google Scholar
• Adams, M. P., & Smith, P. L. (2014). A systematic approach to model the influence of the type and density of vegetation cover on urban heat using remote sensing. Landscape and Urban Planning, 132, 47–54.
   Web of Science ®Google Scholar
• Ali, S. B., & Patnaik, S. (2019). Assessment of the impact of urban tree canopy on microclimate in Bhopal: A devised low-cost traverse methodology. Urban Climate, 27, 430–445.
   Web of Science ®Google Scholar
• Arghavani, S., Malakooti, H., & Ali Akbari Bidokhti, A. A. (2020). Numerical assessment of the urban green space scenarios on urban heat island and thermal comfort level in Tehran Metropolis. Journal of Cleaner Production, 261, 121183.
   Web of Science ®Google Scholar
• Armson, D., Stringer, P., & Ennos, A. R. (2012). The effect of tree shade and grass on surface and globe temperatures in an urban area. Urban Forestry & Urban Greening, 11, 245–255.
   Web of Science ®Google Scholar
• Balaras, C. A. (2013). Thermal comfort. Passiv Cool Build, 6, 129–170.
   Google Scholar
• Barau, A. S. (2015). Perceptions and contributions of households towards sustainable urban green infrastructure in Malaysia. Habitat International, 47, 285–297.
   Web of Science ®Google Scholar
• Berardi, U., Jandaghian, Z., & Graham, J. (2020). Effects of greenery enhancements for the resilience to heat waves: A comparison of analysis performed through mesoscale (WRF) and microscale (Envi-met) modeling. Science of The Total Environment, 747, 141300.
   PubMed Web of Science ®Google Scholar
• Boutet, Terry. S. (1987). Controlling Air Movement: A Manual for Architects and Builders (pp. 41–138). United States: R.R Donnelley &Sons.
   Google Scholar
• Bröde, P., Fiala, D., Błażejczyk, K., et al. (2012). Deriving the operational procedure for the universal thermal climate index (UTCI). International Journal of Biometeorology, 56, 481–494.
   PubMed Web of Science ®Google Scholar
• Bröde, P., Krüger, E. L., & Rossi, F. A. (2011). Assessment of urban outdoor thermal comfort by the universal thermal climate index UTCI. In M. Koskolou (Ed.), Xiv Int conf environ ergon stylianos kounalakis (pp. 338–341).
   Google Scholar
• Brown, R. D., Vanos, J., Kenny, N., & Lenzholzer, S. (2015). Designing urban parks that ameliorate the effects of climate change. Landscape and Urban Planning, 138, 118–131.
   Web of Science ®Google Scholar
• Bruse, M., & Fleer, H. (1998). Simulating surface-plant-air interactions inside urban environments with a three dimensional numerical model. Environmental Modelling & Software, 13, 373–384.
   Web of Science ®Google Scholar
• Buchori, I., Pangi, P., Pramitasari, A., et al. (2020). Urban expansion and welfare change in a medium-sized suburban city: Surakarta, Indonesia. Environment and Urbanization ASIA, 11, 78–101.
   Web of Science ®Google Scholar
• Central Government of Indonesia. (2019). Peraturan Presiden (PERPRES) Nomor 79 Tahun 2019 tentang Percepatan Pembangunan Ekonomi Kawasan Kendal - Semarang - Salatiga - Demak - Grobongan, Kawasan Purworejo - Wonosobo - Magelang - Temanggung, dan Kawasan Brebes - Tegal - Pemalang. State Secretariat. Jakarta.
   Google Scholar
• Cheshmehzangi, A., Butters, C., Xie, L., & Dawodu, A. (2021). Green infrastructures for urban sustainability: Issues, implications, and solutions for underdeveloped areas. Urban Forestry & Urban Greening, 59, 127028.
   Web of Science ®Google Scholar
• Coccolo, S., Kämpf, J., Scartezzini, J. L., & Pearlmutter, D. (2016). Outdoor human comfort and thermal stress: A comprehensive review on models and standards. Urban Climate, 18, 33–57.
   Web of Science ®Google Scholar
• Cortes, A., Rejuso, A. J., Santos, J. A., & Blanco, A. (2022). Evaluating mitigation strategies for urban heat island in Mandaue City using ENVI-met. Journal of Urban Management, 11, 97–106.
   Web of Science ®Google Scholar
• Dewa, D. D., & Buchori, I. (2021). Assessment of rapid urban development impact for a small-sized transit city using remote sensing: A case study of salatiga, Indonesia. IOP Conference Series: Earth and Environmental Science, 887, 012009.
   Google Scholar
• Dewa, D. D., Buchori, I., & Sejati, A. W. (2022). Assessing land use/land cover change diversity and its relation with urban dispersion using Shannon Entropy in the Semarang Metropolitan Region, Indonesia. Geocarto International, 37, 1–17.
   Web of Science ®Google Scholar
• Dewa, Dimas Danar, & Buchori, Imam. (2023). Impacts of rapid urbanization on spatial dynamics of land use–based carbon emission and surface temperature changes in the Semarang Metropolitan Region, Indonesia. Environmental Monitoring and Assessment, 195(2), 909. https://doi.org/10.1007/s10661-022-10839-6
   PubMed Web of Science ®Google Scholar
• Diffenbaugh, N. S., & Burke, M. (2019). Global warming has increased global economic inequality. Proceedings of the National Academy of Sciences, 116, 9808–9813.
   PubMed Web of Science ®Google Scholar
• Fang, Z., Lin, Z., Mak, C. M., et al. (2018). Investigation into sensitivities of factors in outdoor thermal comfort indices. Building and Environment, 128, 129–142.
   Web of Science ®Google Scholar
• Fiala, Dusan, Havenith, George, Bröde, Peter, Kampmann, Bernhard, & Jendritzky, Gerd. (2012). UTCI-Fiala multi-node model of human heat transfer and temperature regulation. International Journal of Biometeorology, 56(3), 429–441. https://doi.org/10.1007/s00484-011-0424-7
   PubMed Web of Science ®Google Scholar
• Foo, K. (2021). Regenerative green infrastructure governance in weak, rebounding, and wealthy land markets. Frontiers in Sustainable Cities, 3, 1–9.
   Google Scholar
• Gao, J., Sun, Y., Liu, Q., et al. (2015). Impact of extreme high temperature on mortality and regional level definition of heat wave: A multi-city study in China. Science of The Total Environment, 505, 535–544.
   PubMed Web of Science ®Google Scholar
• Ghozali, A., Yanti, R. M. K., & Dewanti, A. N. (2022). Penanganan banjir Sub-DAS posindo kota balikpapan dengan optimalisasi penyediaan infrastruktur hijau. Jurnal Aplikasi Teknik Sipil, 20, 117.
   Google Scholar
• Gioia, A., Paolini, L., Malizia, A., et al. (2014). Size matters: Vegetation patch size and surface temperature relationship in foothills cities of northwestern Argentina. Urban Ecosystems, 17, 1161–1174.
   Web of Science ®Google Scholar
• Hami, A., Abdi, B., Zarehaghi, D., & Maulan, S. Bin (2019). Assessing the thermal comfort effects of green spaces: A systematic review of methods, parameters, and plants’ attributes. Sustainable Cities and Society, 49, 101634.
   Web of Science ®Google Scholar
• He, B. J., Wang, J., Zhu, J., & Qi, J. (2022). Beating the urban heat: Situation, background, impacts and the way forward in China. Renewable and Sustainable Energy Reviews, 161, 112350.
   Web of Science ®Google Scholar
• He, B. J., Zhao, D., Xiong, K., et al. (2021). A framework for addressing urban heat challenges and associated adaptive behavior by the public and the issue of willingness to pay for heat resilient infrastructure in Chongqing, China. Sustainable Cities and Society, 75, 103361.
   Web of Science ®Google Scholar
• Heaviside, C., Vardoulakis, S., & Cai, X. M. (2016). Attribution of mortality to the urban heat island during heatwaves in the West Midlands, UK. Environmental Health, 15, 49–59.
   PubMed Web of Science ®Google Scholar
• Helletsgruber, C., Gillner, S., Gulyás, Á, et al. (2020). Identifying tree traits for cooling urban heat islands—a cross-city empirical analysis. Forests, 11, 1–14.
   Web of Science ®Google Scholar
• Herbel, Ioana, Croitoru, Adina-Eliza, Rus, Adina Viorica, Roşca, Cristina Florina, Harpa, Gabriela Victoria, Ciupertea, Antoniu-Flavius, … Rus, Ionuţ. (2018). The impact of heat waves on surface urban heat island and local economy in Cluj-Napoca city, Romania. Theoretical and Applied Climatology, 133(3-4), 681–695. https://doi.org/10.1007/s00704-017-2196-4
   Web of Science ®Google Scholar
• Hien, W. N., Ignatius, M., Eliza, A., et al. (2012). Comparison of steve and envi-met as temperature prediction models for Singapore context. International Journal of Sustainable Building Technology and Urban Development, 3, 197–209.
   Google Scholar
• Kabano, Peter, Lindley, Sarah, & Harris, Angela. (2021). Evidence of urban heat island impacts on the vegetation growing season length in a tropical city. Landscape and Urban Planning, 206, 103989. https://doi.org/10.1016/j.landurbplan.2020.103989
   Web of Science ®Google Scholar
• Khamchiangta, D., & Dhakal, S. (2020). Time series analysis of land use and land cover changes related to urban heat island intensity: Case of Bangkok Metropolitan Area in Thailand. Journal of Urban Management, 9, 383–395.
   Web of Science ®Google Scholar
• Khan, A., Papazoglou, E. G., Cartalis, C., et al. (2022). On the mitigation potential and urban climate impact of increased green infrastructures in a coastal Mediterranean city. Building and Environment, 221, 109264.
   Web of Science ®Google Scholar
• Kodesová, R., Vlasáková, M., Fér, M., et al. (2013). Thermal properties of representative soils of the Czech Republic. Soil and Water Research, 8, 141–150. doi:10.17221/33/2013-swr
   Web of Science ®Google Scholar
• Kontryana, A., Hasyim, A. W., & Leksono, A. S. (2021). Identifikasi pertumbuhan urban heat island secara spasial-temporal di kota palangka raya menggunakan penginderaan jauh dan sistem informasi geografis. Jurnal Serambi Engineering, 6, 1529–1541.
   Google Scholar
• Lee, S., Moon, H., Choi, Y., & Yoon, D. K. (2018). Analyzing thermal characteristics of urban streets using a thermal imaging camera: A case study on commercial streets in Seoul, Korea. Sustainability, 10, 519–540.
   Web of Science ®Google Scholar
• Li, F., Sun, W., Yang, G., & Weng, Q. (2019). Investigating spatiotemporal patterns of surface urban heat islands in the Hangzhou Metropolitan area, China, 2000-2015. Remote Sensing, 11, 2000–2015. doi:10.3390/rs11131553
   Web of Science ®Google Scholar
• Liu, A., Xu, Q., Gao, J., et al. (2019). Improving schoolyard wind environments: Case studies in two schools in Nanjing. Geographica Pannonica, 23, 256–268.
   Web of Science ®Google Scholar
• Mahardika, F. R., & Hindersah, H. (2022). Penerapan konsep green infrastructure sebagai upaya pengendalian banjir pada Sub DAS citepus. Bandung Conference Series: Urban & Regional Planning, 2, 700–708.
   Google Scholar
• Marando, F., Heris, M. P., Zulian, G., et al. (2022). Urban heat island mitigation by green infrastructure in European Functional Urban Areas. Sustainable Cities and Society, 77, 103564.
   Web of Science ®Google Scholar
• Middel, A., Lukasczyk, J., Maciejewski, R., et al. (2018). Sky view factor footprints for urban climate modeling. Urban Climate, 25, 120–134.
   Web of Science ®Google Scholar
• Migliari, M., Babut, R., De Gaulmyn, C., et al. (2022). The Metamatrix of Thermal Comfort: A compendious graphical methodology for appropriate selection of outdoor thermal comfort indices and thermo-physiological models for human-biometeorology research and urban planning. Sustain Cities Soc 81.
   Google Scholar
• Mitterboeck, M., & Korjenic, A. (2017). Analysis for improving the passive cooling of building’s surroundings through the creation of green spaces in the urban built-up area. Energy and Buildings, 148, 166–181.
   Web of Science ®Google Scholar
• Morakinyo, T. E., Ouyang, W., Lau, K. K. L., et al. (2020). Right tree, right place (urban canyon): Tree species selection approach for optimum urban heat mitigation – development and evaluation. Science of The Total Environment, 719, 137461.
   PubMed Web of Science ®Google Scholar
• Nie, T., Lai, D., Liu, K., et al. (2022). Discussion on inapplicability of Universal Thermal Climate Index (UTCI) for outdoor thermal comfort in cold region. Urban Climate, 46, 101304.
   Web of Science ®Google Scholar
• Norton, B., Bosomworth, K., Coutts, A., et al. (2013). Planning for a cooler future : green infrastructure to reduce urban heat: Climate adaptation for decision-makers. Vic Cent Clim Chang Adapt Res, 1–29.
   Google Scholar
• Oke, T. R., Mills, G., Christen, A., & Voogt, J. A. (2017). Urban Climates. Cambridge University Press.
   Google Scholar
• Ouyang, W., Sinsel, T., Simon, H., et al. (2022). Evaluating the thermal-radiative performance of ENVI-met model for green infrastructure typologies: Experience from a subtropical climate. Building and Environment, 207, 108427.
   Web of Science ®Google Scholar
• Peng, W., Wang, R., Duan, J., et al. (2022). Surface and canopy urban heat islands: Does urban morphology result in the spatiotemporal differences? Urban Climate, 42, 101136.
   Web of Science ®Google Scholar
• Perini, K., Chokhachian, A., Dong, S., & Auer, T. (2017). Modeling and simulating urban outdoor comfort: Coupling ENVI-Met and TRNSYS by grasshopper. Energy and Buildings, 152, 373–384.
   Web of Science ®Google Scholar
• Polawati, E. Y., & Hildegardis, C. (2019). PENGARUH VEGETASI PADA JALUR PEDESTRIAN TERHADAP PERSEPSI PEJALAN KAKI Studi Kasus Pada Penggal Jalan Soekarno Hatta, Maumere, Nusa … . SMART Semin … 115–124.
   Google Scholar
• Puche, M., Vavassori, A., & Brovelli, M. A. (2023). Insights into the effect of urban morphology and land cover on land surface and Air temperatures in the metropolitan city of milan (Italy) using satellite imagery and In situ measurements. Remote Sensing, 15, 733–756.
   Web of Science ®Google Scholar
• Rachmawati Safitri, D. P., & Jordan, N. A. (2022). Evaluasi infrastruktur hijau pengendali banjir berdasarkan preferensi stakeholder di kelurahan sempaja selatan. Jurnal Lingkungan Binaan Indonesia, 11, 143–148.
   Google Scholar
• Rayana, M., Gruehn, D., & Khayyam, Umer (2021). Green infrastructure indicators to plan resilient urban settlements in Pakistan: Local stakeholder’s perspective (Vol. 38, pp. 100899). Urban Clim.
   Google Scholar
• Sahana, Mehebub, Dutta, Shyamal, & Sajjad, Haroon. (2019). Assessing land transformation and its relation with land surface temperature in Mumbai city, India using geospatial techniques. International Journal of Urban Sciences, 23(2), 205–225. https://doi.org/10.1080/12265934.2018.1488604
   Web of Science ®Google Scholar
• Schiappacasse, P., & Müller, B. (2015). Planning green infrastructure as a source of urban and regional resilience – towards institutional challenges. Urbani Izziv, 26, S13–S24.
   Google Scholar
• Sejati, A. W., Buchori, I., Kurniawati, S., et al. (2020). Quantifying the impact of industrialization on blue carbon storage in the coastal area of Metropolitan Semarang, Indonesia. Applied Geography, 124, 102319.
   Web of Science ®Google Scholar
• Sejati, A. W., Buchori, I., & Rudiarto, I. (2018). The impact of urbanization to forest degradation in metropolitan semarang: A preliminary study. In: IOP Conference Series: Earth and Environmental Science, 123, 12011.
   Google Scholar
• Sejati, A. W., Buchori, I., & Rudiarto, I. (2019). The spatio-temporal trends of urban growth and surface urban heat islands over two decades in the Semarang Metropolitan Region. Sustainable Cities and Society, 46, 101432.
   Web of Science ®Google Scholar
• Shah, A., Garg, A., & Mishra, V. (2021). Landscape and Urban Planning quantifying the local cooling effects of urban green spaces : evidence from. Landscape and Urban Planning, 209, 104043.
   Web of Science ®Google Scholar
• Sheng, L., Lu, D., & Huang, J. (2015). Impacts of land-cover types on an urban heat island in Hangzhou, China. International Journal of Remote Sensing, 36, 1584–1603.
   Web of Science ®Google Scholar
• Sodoudi, S., Zhang, H., Chi, X., et al. (2018). The influence of spatial configuration of green areas on microclimate and thermal comfort. Urban Forestry & Urban Greening, 34, 85–96.
   Web of Science ®Google Scholar
• Sumaryana, H., Buchori, I., & Sejati, A. W. (2022). Dampak perubahan tutupan lahan terhadap suhu permukaan di Perkotaan Temanggung: Menuju realisasi program infrastruktur hijau. Majalah Geografi Indonesia, 36, 68–76.
   Google Scholar
• Swapan, S., Mohd, T., Hoang, R., et al. (2021). Modelling Urban Heat Island (UHI) and thermal field variation and their relationship with land use indices over Delhi and Mumbai metro cities. Environment, Development and Sustainability.
   Google Scholar
• Tan, J. K. N., Belcher, R. N., Tan, H. T. W., et al. (2021). The urban heat island mitigation potential of vegetation depends on local surface type and shade. Urban Forestry & Urban Greening, 62, 127128.
   Web of Science ®Google Scholar
• Tian, P., Li, J., Cao, L., et al. (2021). Assessing spatiotemporal characteristics of urban heat islands from the perspective of an urban expansion and green infrastructure. Sustainable Cities and Society, 74, 103208.
   Web of Science ®Google Scholar
• Trees & Design Action Group. (2012). Trees in the Townscape: A Guide for Decision Makers. Issue 3.
   Google Scholar
• Tri Harso Karyono (2001). Penelitian Kenyamanan Termis Di Jakarta Sebagai Acuan Suhu Nyaman Manusia Indonesia. Dimens (Jurnal Tek Arsitektur) 29:24–33.
   Google Scholar
• Ulpiani, G. (2021). On the linkage between urban heat island and urban pollution island: Three-decade literature review towards a conceptual framework. Science of The Total Environment, 751, 141727.
   PubMed Web of Science ®Google Scholar
• Venter, Z. S., Krog, N. H., & Barton, D. N. (2020). Linking green infrastructure to urban heat and human health risk mitigation in Oslo, Norway. Science of The Total Environment, 709, 136193.
   PubMed Web of Science ®Google Scholar
• Voogt, J.A, & Oke, T.R. (2003). Thermal remote sensing of urban climates. Remote Sensing of Environment, 86(3), 370–384. https://doi.org/10.1016/S0034-4257(03)00079-8
   Web of Science ®Google Scholar
• Wang, C., Wang, Z. H., Kaloush, K. E., & Shacat, J. (2021). Perceptions of urban heat island mitigation and implementation strategies: Survey and gap analysis. Sustainable Cities and Society, 66, 102687.
   Web of Science ®Google Scholar
• Wang, J., Yang, J., Yu, J., & Xiong, F. (2018). Comparative characteristics of relative pollution exposure caused by human surface chemical reaction under mixing and displacement ventilation. Building and Environment, 132, 225–232.
   Web of Science ®Google Scholar
• Wang, R. (2022). Fuzzy-based multicriteria analysis of the driving factors and solution strategies for green infrastructure development in China. Sustainable Cities and Society, 82, 103898.
   Web of Science ®Google Scholar
• Weihs, P., Staiger, H., Tinz, B., et al. (2012). The uncertainty of UTCI due to uncertainties in the determination of radiation fluxes derived from measured and observed meteorological data. International Journal of Biometeorology, 56, 537–555.
   PubMed Web of Science ®Google Scholar
• Wijaya, H. B., & Buchori, I. (2022). The origin of industrial workers and rural in situ urbanization in Temanggung Regency, Indonesia. International Journal of Urban Sciences, 27, 1–17.
   Web of Science ®Google Scholar
• Wong, M. S., Peng, F., Zou, B., et al. (2016). Spatially analyzing the inequity of the Hong Kong urban heat island by socio-demographic characteristics. International Journal of Environmental Research and Public Health, 13, 1–17.
   Web of Science ®Google Scholar
• Yi, P., Liu, L., Huang, Y., et al. (2023). Study on the Coupling Relationship between Thermal Comfort and Urban Center Spatial Morphology in Summer. 1–16.
   Google Scholar
• Zeren Cetin, I., Varol, T., Ozel, H. B., & Sevik, H. (2023). The effects of climate on land use/cover: A case study in Turkey by using remote sensing data. Environmental Science and Pollution Research, 30, 5688–5699.
   PubMed Web of Science ®Google Scholar
• Zhang, Y., Lin, Z., Fang, Z., & Zheng, Z. (2022). An improved algorithm of thermal index models based on ENVI-met. Urban Climate, 44, 101190.
   Web of Science ®Google Scholar
• Zheng, W., & Barker, A. (2021). Green infrastructure and urbanisation in suburban Beijing: An improved neighbourhood assessment framework. Habitat International, 117, 102423.
   Web of Science ®Google Scholar
• Zhou, D., Xiao, J., Frolking, S., et al. (2022). Urbanization contributes little to global warming but substantially intensifies local and regional land surface warming. Earth’s Future, 10, 1–19.
   Web of Science ®Google Scholar