Determining UHI Effect by Remote Sensing Method in Bolu City Centre, Turkey
DOI:
https://doi.org/10.15320/ICONARP.2022.223Keywords:
Urban Heat Island (UHI), LST, NDVI, GIS, BoluAbstract
Urban Heat Island (UHI) has been described by authors as the UHI effect is among the most common forms of human origin (anthropogenic) local climate change. The increasing UHI effect with the differences in land use and landscape pattern varies depending on surface soil, watery field presence and vegetation. In this study, using Landsat 5 TM of 1994 and Landsat 7 ETM+ images of 2019, the ArcGIS 10.6.1 program and the remote sensing methods have identified surface temperature and vegetation distribution. Surface temperature values of the land-use in Bolu province of 2019, 1/5000 Urban Development Plan land uses and average temperature values were determined. The study revealed the change between urban development and the effect of land surface temperature over the course of 25 years, and discussed the UHI effect in the Bolu province. The effects of the historical process in Bolu city center on land surface temperature (with LST differences) and vegetation distribution (Normalized Difference Vegetation Index; NDVI) have been surveyed. The constraints of this study are that the spatial resolution in orthophotos of 1994 is low, and the type of land-use temperature data cannot be compared to 2019. For this reason, LST and NDVI analyzes were conducted in 1994 orthophotos, classifying all parcels with structure and related area in the form of manually constructed areas (built Environment). One of the findings of this study are surface temperatures of areas used as farmland in the year 1994 data reached higher values after they quickly began to urbanize in Bolu. The main reason for the high surface temperature in the Bolu province over the 25-year period is that agricultural areas are impurized and increasing population density and the albedo effect. It has been concluded that the lack of green space and lack of vegetation in the continuous urban area has increased the UHI effect.
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References
Akbari, H. (2002). Shade Trees Reduce Building Energy Use and CO2 Emissions from Power Plants. Environmental Pollution, 116, 119-126.
http://dx.doi.org/10.1016/S0269-7491(01)00264-0.
Alkan, A., Adıgüzel, F., & Kaya, E. (2017). Batman Kentinde Kentsel Isınmanın Azaltılmasında Yeşil Alanların Önemi (The Importance of Green Places in Decreasing the Urban Temperature in Batman). Coğrafya Dergisi, 34, 62-76.
Amberber, M., Argaw, M., Feyisa, G. L., & Degefa, S. (2020). Status, approaches, and challenges of ecosystem services exploration in Ethiopia: A systematic review. Chinese Journal of Population, Resources and Environment, 18(3), 201-213.
Balçık F. B. and Ergene E. M., (2017), Yer yüzey Sıcaklığının Termal Uzaktan Algılama Verileri ile Belirlenmesi: İstanbul örneği, Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği 9. Teknik Sempozyumu Bildiri Özetleri Kitabı (Turgut B. vd., Ed), Afyonkarahisar, Türkiye, ss 21.
Bayar, R. & Doğandor, E. (2017). Arazi Örtüsü İçerisinde Bolu Kentsel Değişiminin İzlenmesi(1987-2016) (Monitoring of Bolu Urban Change in a Land Cover (1987-2016). International Congress on the 75th Anniversary of TGS, 494-504. Retrieved September 9, 2021 from: https://www.researchgate.net/profile/Rueya-Bayar/publication/323185623_Arazi_Ortusu_Icerisinde_Bolu_Kentsel_Degisiminin_Izlenmesi1987-2016/links/5a852d0aa6fdcc201b9f1ed2/Arazi-Oertuesue-Icerisinde-Bolu-Kentsel-Degisiminin-Izlenmesi1987-2016.pdf.
Bolu Belediyesi Park ve Bahçeler Müdürlüğü, 2021.
Bonneau, L. R., Shields, K. S., & Civco, D. L. (1999). Using satellite images to classify and analyze the health of hemlock forests infested by the hemlock woolly adelgid. Biological Invasions, 1(2), 255-267.
Bosselmann, P., Arens, E., Dunker, K., & Wright, R. (1995). Urban form and climate: case study, Toronto. Journal of the American Planning Association, 61(2), 226-239.
Beltrami, H., Ferguson, G., & Harris, R. N. (2005). Long‐term tracking of climate change by underground temperatures. Geophysical Research Letters, 32(19).
Campbell, J.B. and Wynne, R.H. (2011) Introduction to Remote Sensing Fifth Edition. The Guilford Press, New York.
Chatzidimitriou, A. and Yannas, S. (2017). Street canyon design and improvement potential for urban open spaces; the influence of canyon aspect ratio and orientation on microclimate and outdoor comfort, Sustainable cities and society, 33, 85-101.
Çağlak S., Aydemir KPK. & Kazancı G. (2021). Effects of urbanization on bioclimatic comfort conditions; Bolu example. City Health Journal, 2(2), 47-55.
Çalışkan, O., & Türkoğlu, N. (2015). Ankara’da termal konfor koşulların eğilimi ve şehirleşmenin termal konfor koşulları üzerine etkisi. Coğrafi Bilimler Dergisi, 12(2), 119-132.
Doğan, H. M., Kılıç, O. M., & Yılmaz, D. S. (2014). Tokat ili bitki yoğunluk sınıflarının LANDSAT-7 ETM+ uydu görüntüleri ve Coğrafi Bilgi Sistemleri ile araştırılması. Gaziosmanpaşa Üniversitesi Ziraat Fakültesi Dergisi, 2014(1), 46-53.
Edwards M.C., Wellens J., Al-Eisawi, D. (1999). Monitoring the grazing resources of the Badia region, Jordan, using remote sensing. Applied Geography, 19, 385–398.
Emecen, Y., & Erdem, N. (2019). Kent İklimi Üzerinde Yeşil Alanların Etkileri. Peyzaj Araştırmaları ve Uygulamaları Dergisi, 1(2), 24-30.
EPA. (2008). Reducing Urban Heat Islands: Compendium of Strategies, Draft, Climate Protection Partnership Division in the U.S. Retrieved August 15, 2021 from https://www.epa.gov/heat-islands/ heat-island-compendium
ERDAS (2003). Erdas Field Guide, 7th Edn. Leica Geosystems, GIS and Mapping LLC: Atlanta, Georgia.
Frumkin, H., & McMichael, A. J. (2008). Climate change and public health: thinking, communicating, acting. American journal of preventive medicine, 35(5), 403-410.
Gallo, K.P., Owen, T.W., Easterling, D.R. and Jamason, P.F. (1999) Temperature trends of the U.S. Historical Climatology Network based on satellite-designated land use/land cover. Journal of Climate, 12, 1344-1348.
Graves, H., Watkins, R., Westbury, P. & Littlefair, P. (2001). Cooling Buildings in London: Overcoming the Heat Island. London: BRE and DETR.
Gerçek, D., & Türkmenoğlu Bayraktar, N. (2014). Kentsel Isı Adası Etkisinin Uzaktan Algılama İle Tespiti ve Değerlendirilmesi: İzmit Kenti Örneği (Remote Sensing Detection and Evaluation of the Urban Heat Island Effect: The Example of Izmit City). 5. Uzaktan Algılama-CBS Sempozyumu (14-17 Ekim 2014), İstanbul https://www. kongresistemi. com/root/dosyalar/uzalcbs2014/360. pdf.
Hais M. and Kučera T. (2009). The influence of topography on the forest surface temperature retrieved from Landsat TM, ETM and ASTER thermal channels, ISPRS Journal of Photogrammetry and Remote Sensing,64(6):585-591.
Heyer, W. (1992). Witterung und Klima (Weather and climate). Bauverlag GMBH, 274 s. Stuttgart.
Hunt, A., & Watkiss, P. (2007). Literature Review on Climate Change Impacts on Urban City Centres: Initial Findings; ENV/EPOC/GSP (2007) 10/Final. OECD.
Jianjun, J., Jie, Z., Hong’an, W., Li, A., Hailong, Z., Li, Z., & Jun, X. (2005). Land cover changes in the rural-urban interaction of Xi’an region using Landsat TM/ETM data. Journal of Geographical Sciences, 15(4), 423-430.
Kaya, D.S. (2019). 21. Yüzyılda Bolu Şehri’nin Tarihi Coğrafyası (Historical Geography of Bolu City in the 21th Century), İstanbul Üniversitesi Sosyal Bilimler Enstitüsü, İstanbul.
Kohl, T. (1999). Transient thermal effects below complex topographies, Tectonophysics, 306(3–4), 311-324.
Kurnaz, L. (2016). Küresel İklim Hedeflerine Ulaşmak – İklim Değişikliği Eylem Planları. Yaşanabilir Şehirler Sempozyumu, 26 Ekim 2016, Sapanca.
Landsberg H.E.,1981: The Urban Climate. New York: Academic Press.
Lin, B. S., & Lin, C. T. (2016). Preliminary study of the influence of the spatial arrangement of urban parks on local temperature reduction. Urban Forestry & Urban Greening, 20, 348-357.
Liu, K., Su, H., Zhang, L., Yang, H., Zhang, R., & Li, X. (2015). Analysis of the urban heat island effect in Shijiazhuang, China using satellite and airborne data. Remote Sensing, 7(4), 4804-4833.
Luhar, A. K., Venkatram, A., & Lee, S. M. (2006). On relationships between urban and rural near-surface meteorology for diffusion applications. Atmospheric Environment, 40(34), 6541-6553.
McPherson, E. G. (1994). Cooling urban heat islands with sustainable landscapes. In: Platt, Rutherford H.; Rowntree, Rowan A.; Muick, Pamela C.; eds. The ecological city: preserving and restoring urban biodiversity. Amherst, MA: University of Massachusetts Press: 151-171, 151-171.
Mercan, Ç. (2020). Yer yüzey sıcaklığının termal uzaktan algılama görüntüleri ile araştırılması: Muş ili örneği. Türkiye Uzaktan Algılama Dergisi, 2(2), 42-49.
Montávez, J. P., Rodríguez, A., & Jiménez, J. I. (2000). A study of the urban heat island of Granada. International Journal of Climatology: A Journal of the Royal Meteorological Society, 20(8), 899-911.
Munn, R. E. (Ed.). (2002). Encyclopedia of global environmental change. Chichester: Wiley.
Oke, T. R. (1973). City size and the urban heat island. Atmospheric Environment, 7(8), 769-779.
Oke, T. R. (1988). Street design and urban canopy layer climate. Energy and Buildings, 11, 103–113.
Owen, T. W., Carlson, T. N., & Gillies, R. R. (1998). An assessment of satellite remotely-sensed land cover parameters in quantitatively describing the climatic effect of urbanization. International Journal of Remote Sensing, 19, 1663–1681.
Parker, D. E. (2010). Urban heat island effects on estimates of observed climate change. Wiley Interdisciplinary Reviews: Climate Change, 1(1), 123-133.
Parry, M. L., Canziani, O., Palutikof, J., Van der Linden, P., & Hanson, C. (Eds.). (2007). Climate change 2007-impacts, adaptation and vulnerability: Working group II contribution to the fourth assessment report of the IPCC (Vol. 4). Cambridge University Press.
Peker, E. & Aydın, C.E. (2019). Değişen İklimde Kentler: Yerel Yönetimler İçin Azaltım ve Uyum Politikaları (Cities in Climate Change: Mitigation and Adaptation Policies for Local Governments). İPM Sabancı Üniversitesi Retrieved September 2, 2021 from http://www.troyacevre.org/wpcontent/uploads/2019/09/DegisenIklimdeKentler.pdf
Polat, N. (2020). Mardin ilinde uzun yıllar yer yüzey sıcaklığı değişiminin incelenmesi. Türkiye Uzaktan Algılama Dergisi, 2 (1), 10-15.
Sannigrahi, S., Bhatt, S., Rahmat, S., Uniyal, B., Banerjee, S., Chakraborti, S., ... & Bhatt, A. (2018). Analyzing the role of biophysical compositions in minimizing urban land surface temperature and urban heating. Urban climate, 24, 803-819.
Shishegar, N. (2013). Street design and urban microclimate: analyzing the effects of street geometryand orientation on airflow and solar access in urban canyons. Journal of clean energy technologies, 1(1).
Streutker, D. R. (2003). A study of the urban heat island of Houston, Texas (Doctoral dissertation, Rice University.
Şimşek, Ç. K., & Şengezer, B. (2012). İstanbul metropoliten alanında kentsel isınmanın azaltılmasında yeşil alanların önemi. Megaron, 7 (2), 116-128.
Taner, İ. (2014). Bolu Kentinin Mekansal Gelişimi (Spatial development of Bolu City). AİBÜ Sosyal Bilimler Enstitüsü Dergisi, 14(1), 377-411.
T.C. Başbakanlık Devlet Planlama Teşkilatı (DPT). (2002). Bolu İli Raporu (Bolu Province Report). Retrieved September 4, 2021 from (https://sbb.gov.tr/wp-content/uploads/2018/11/Bolu-Ili_Raporu%E2%80%8B.pdf
Tomlinson, C. J., Chapman, L., Thornes, J. E., & Baker, C. J. (2011). Including the urban heat island in spatial heat health risk assessment strategies: a case study for Birmingham, UK. International journal of health geographics, 10(1), 1-14.
Tonyaloğlu, E. E. (2019). Kentleşmenin kentsel termal çevre üzerindeki etkisinin değerlendirilmesi, efeler ve İncirliova (Aydın) örneği. Türkiye Peyzaj Araştırmaları Dergisi, 2(1), 1-13.
Toy, S., Kayıp, D.B. & Çağlak, S. (2019). Eskişehir’de (biyo) İklime Duyarlı Kentsel Tasarım Örneği (Example of (bio)Climate Sensitive Urban Design in Eskişehir). GÜFBED/GUSTIJ, 9(2), 353-361.
Ullah, N., Siddique, M. A., Ding, M., Grigoryan, S., Zhang, T., & Hu, Y. (2022). Spatiotemporal Impact of Urbanization on Urban Heat Island and Urban Thermal Field Variance Index of Tianjin City, China. Buildings, 12(4), 399.
Voogt, J.A. and Oke, T.R. (2003). Thermal Remote Sensing of Urban Areas. Remote Sensing of Environment, 86, 370-384.
Yang, L., Qian, F., Song, D. X., & Zheng, K. J. (2016). Research on urban heat-island effect. Procedia engineering, 169, 11-18.
Yılmaz, H., Yılmaz, S., Yavaş, M., Mutlu, E., & Koç, A. (2016). Climate-sensitive pavement modelling for pedestrian ways. Procedia Engineering, 169, 408-415.
Yıldız, N.D., Avdan, U., Avdan, Z. (2019). Kentsel Mekân Farklılıklarının Isı Adası Oluşumuna Etkisinin Belirlenmesi: Erzurum Kenti Örneği, SETSCI Conference Proceedings, 4 (3): 220-224.
Yüksel, Ü. D., & Yılmaz, O. (2008). Ankara kentinde kentsel ısı adası etkisinin yaz aylarında uzaktan algılama ve meteorolojik gözlemlere dayalı olarak saptanması ve değerlendirilmesi (Determination and evaluation of urban heat island effect in Ankara city in summer based on remote sensing and meteorological observations). Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, 23(4), 937-952.
Wilby, R. L. (2007). A review of climate change impacts on the built environment. Built environment, 33(1), 31-45.
Wu, H., Ye, L. P., Shi, W. Z., & Clarke, K. C. (2014). Assessing the effects of land use spatial structure on urban heat islands using HJ-1B remote sensing imagery in Wuhan, China. International Journal of Applied Earth Observation and Geoinformation, 32, 67-78.
Zhao, W., Li, A. N., & Zheng, J. (2016). A study on land surface temperature terrain effect over mountainous area based on Landsat 8 thermal infrared data. Remote Sensing Technology and Application, 31(1), 63-73.
Zhong, S., Qian, Y., Zhao, C., Leung, R., Wang, H., Yang, B., ... & Liu, D. (2017). Urbanization-induced urban heat island and aerosol effects on climate extremes in the Yangtze River Delta region of China. Atmospheric Chemistry and Physics, 17(8), 5439-5457.
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