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THE IMPACT OF URBAN GROWTH ON LAND SURFACE TEMPERATURE IN KONYA PROVINCE's SELÇUKLU DISTRICT

Year 2025, Volume: 13 Issue: 3, 712 - 725, 01.09.2025
https://doi.org/10.36306/konjes.1552187

Abstract

The ecosystem and climate are significantly impacted by population increase and rapid, uncontrolled urbanization. Green, moisture-retaining natural environments become impermeable artificial surfaces as a result of urbanization, changes in land cover, and the rate of melting. These changes in land cover caused by humans have a big impact on the microclimate. The urban environment gets hotter due to the rise in artificial surfaces and the fall in greenery, particularly in regular areas. Heat islands are what these situations are known as. This study uses data from Landsat 5 TM and Landsat 8 OLI/TIRS Konya for the years 1985-2005-2015-2021 of the Selçuklu district, a highly developed province with a population and service sector resulting from industrial development between 1985 and 2015, as well as sensors and industrial zones. The impact of increase on Land Surface Temperature (LST) was explored. Land surface temperature tests conducted separately for residential and industrial zones, a significant rise was noted in industrial areas. Increased land surface temperatures caused by industrialization in the Selçuk region also impacted the villages nearby, resulting in an increase in land surface temperature in areas close to the industrial area. This leads us to the conclusion that industrial regions have a greater impact on temperature than residential areas.

References

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  • V. N. Adamenko, Climate of Big Cities (review), Obninsk, Russia: All-Union Research Institute of Hydrometeorological Information – World Data Center, 1975.
  • H. Akbari and H. Taha, "The impact of trees and white surfaces on residential heating and cooling energy use in four Canadian cities," Energy, vol. 17, no. 2, pp. 141–149, 1992.
  • D. Aykır, "The effect of urbanization on the trends of extreme temperature indices in Turkey," Turkish Geographical Review, no. 69, pp. 47–57, 2017.
  • S. Başlık, Modeling of Dynamic Urban Growth Using Logistic Regression and Cellular Automata (Istanbul and Lisbon), 2008.
  • W. Böer, Technische Meteorologie, Leipzig, Germany: B.G. Teubner Verlagsgesellschaft, 1964.
  • G. Y. Cai, M. Y. Du, and Y. Xue, "Monitoring of urban heat island effect in Beijing combining ASTER and TM data," International Journal of Remote Sensing, vol. 32, no. 5, pp. 1213–1232, 2011, doi: 10.1080/01431160903469079.
  • F. Canan, "Determination of the urban heat island effect related to urban geometry: The example of Konya," Journal of the Faculty of Engineering and Architecture of Cukurova University, vol. 32, no. 3, pp. 69–80, 2017.
  • X. L. Chen, H. M. Zhao, P. X. Li, and Z. Y. Yin, "Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes," Remote Sensing of Environment, vol. 104, no. 2, pp. 133–146, 2006.
  • F. Chen, X. Yang, and W. Zhu, "WRF simulations of urban heat island under hot-weather synoptic conditions: The case study of Hangzhou City, China," Atmospheric Research, vol. 138, pp. 364–377, 2014.
  • J. Cheng, Modelling Spatial and Temporal Urban Growth, Utrecht, The Netherlands: Utrecht University, 2003. K. C. Clarke, S. Hoppen, and L. Gaydos, "A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay Area," Environment and Planning B: Planning and Design, vol. 24, pp. 247–261, 1997.
  • D. B. Clarke, Ed., The Cinematic City, Hove, UK: Psychology Press, 1997.
  • B. Çelik, Investigation of the Temporal and Spatial Effects of Land Cover Changes on Urban Heat Islands, Ph.D. dissertation, Dept. of Geomatics Engineering, Istanbul Technical University, Istanbul, Turkey, 2019.
  • N. Debbage and J. M. Shepherd, "The urban heat island effect and city contiguity," Computers, Environment and Urban Systems, vol. 54, pp. 181–194, 2015.
  • M. El-Mekawy, A. Östman, and I. Hijazi, "A unified building model for 3D urban GIS," ISPRS International Journal of Geo-Information, vol. 1, no. 2, pp. 120–145, 2012.
  • G. Gröger and L. Plümer, "CityGML – Interoperable semantic 3D city models," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 71, pp. 12–33, 2012.
  • C. Güneş, E. Pekkan, and T. Ü. N. Muammer, "Investigation of the urban heat island effects in university campuses located in the city center of Eskişehir using Landsat-8 satellite images," National Journal of Environmental Sciences Research, vol. 4, no. 1, pp. 22–32, 2021.
  • T. R. Karl, H. F. Diaz, and G. Kukla, "Urbanization: Its detection and effect in the United States climate record," Journal of Climate, vol. 1, no. 11, pp. 1099–1123, 1988.
  • B. Kızılca, "Evaluation of urban microclimate modeling tools," Turkish Journal of Land Management, vol. 3, no. 2, pp. 79–86, 2021.
  • P. A. Kratzer, The Urban Climate (Das Stadtklima), Braunschweig, Germany, 1956; H. E. Landsberg, The Urban Climate, New York, NY, USA: Academic Press, 1981.
  • M. A. Lokoshchenko, "Urban ‘heat island’ in Moscow," Urban Climate, vol. 10, pp. 550–562, 2014.
  • J. Mallıck, Y. Kant, and B. D. Bharath, "Estimation of land surface temperature over Delhi using Landsat-ETM+," Journal of the Indian Geophysical Union, vol. 12, no. 3, pp. 131–140, 2008.
  • G. Mihalakakou, M. Santamouris, N. Papanikolaou, C. Cartalis, and A. Tsangrassoulis, "Simulation of the urban heat island phenomenon in Mediterranean climates," Pure and Applied Geophysics, vol. 161, pp. 429–451, 2004.
  • M. Morodi and N. G. Tamer, "The urban growth effects over the local climate change in the case of Bursa," Planning, vol. 27, no. 1, pp. 26–37, 2017.
  • H. A. Nasrallah, A. J. Brazel, and R. C. Balling, "Analysis of the Kuwait City urban heat island," International Journal of Climatology, vol. 10, no. 4, pp. 401–405, 1990.
  • T. J. Nechyba and R. P. Walsh, "Urban sprawl," The Journal of Economic Perspectives, vol. 18, no. 4, pp. 177–200, 2004.
  • K. L. Nichol, et al., "The efficacy and cost effectiveness of vaccination against influenza among elderly persons living in the community," New England Journal of Medicine, vol. 331, no. 12, pp. 778–784, 1994.
  • I. Ogashawara and V. S. B. Bastos, "A quantitative approach for analyzing the relationship between urban heat islands and land cover," Remote Sensing, vol. 4, no. 11, pp. 3596–3618, 2012.
  • T. R. Oke, Boundary Layer Climates, London, UK: Routledge, 1978.
  • T. R. Oke, "The energetic basis of the urban heat island," Quarterly Journal of the Royal Meteorological Society, vol. 108, no. 455, pp. 1–24, 1982.
  • S. Pal and O. C. Akoma, "Water scarcity in wetland area within Kandi block of West Bengal: A hydro-ecological assessment," Ethiopian Journal of Environmental Studies and Management, vol. 2, no. 3, pp. 1–12, 2009.
  • T. C. Peterson, "Assessment of urban versus rural in situ surface temperatures in the contiguous United States: No difference found," Journal of Climate, vol. 16, no. 18, pp. 2941–2959, 2003.
  • J. Portugali, Complex Artificial Environments: Simulation, Cognition and VR in the Study and Planning of Cities, Heidelberg, Germany: Springer, 2006.
  • M. Santamouris, N. Papanikolaou, I. Livada, I. Koronakis, C. Georgakis, A. Argiriou, and D. N. Assimakopoulos, "On the impact of urban climate on the energy consumption of buildings," Solar Energy, vol. 70, no. 3, pp. 201–216, 2001.
  • N. Schwarz and A. M. Manceur, "Analyzing the influence of urban forms on surface urban heat islands in Europe," Journal of Urban Planning and Development, vol. 141, no. 3, p. A4014003, 2015.
  • K. Shang, L. Xu, X. Liu, Z. Yin, Z. Liu, X. Li, et al., "Study of urban heat island effect in Hangzhou metropolitan area based on SW-TES algorithm and image dichotomous model," Sage Open, vol. 13, no. 4, 2023, Art. no. 21582440231208851.
  • B. Stone, J. J. Hess, and H. Frumkin, "Urban form and extreme heat events: Are sprawling cities more vulnerable to climate change than compact cities?," Environmental Health Perspectives, vol. 118, no. 10, pp. 1425–1428, 2010.
  • E. Vardoulakis, D. Karamanis, A. Fotiadi, and G. Mihalakakou, "The urban heat island effect in a small Mediterranean city of high summer temperatures and cooling energy demands," Solar Energy, vol. 94, pp. 128–144, 2013.
  • J. Vooght, "How researchers measure urban heat islands," U.S. Environmental Protection Agency, 2015. [Online]. Available: http://www.epa.gov/heatislands/resources/pdf/EPA_How_to_measure_a_UHI.pdf
  • J. A. Voogt and T. R. Oke, "Thermal remote sensing of urban climates," Remote Sensing of Environment, vol. 86, no. 3, pp. 370–384, 2003.
  • D. Xu, Y. Wang, D. Zhou, Y. Wang, Q. Zhang, and Y. Yang, "Influences of urban spatial factors on surface urban heat island effect and its spatial heterogeneity: A case study of Xi'an," Building and Environment, vol. 248, p. 111072, 2024.
  • M. Yaghobzadeh and A. Akbarpour, "The effect of satellite image classification algorithm based on curve number runoff and maximum flood discharge using GIS and RS," Geography and Development, vol. 9, no. 22, pp. 5–22, 2011.
  • K. Yasdıman, Urban Heat Island Studies in Turkish Cities with a Population of 500,000 and Above, Ph.D. dissertation, Dept. of Geography, Istanbul University, Istanbul, Turkey.
  • M. Yavaş and S. Yılmaz, "Evaluation of urban microclimate in a cold climate zone: The case of Erzurum urban transformation area," Artium, vol. 7, no. 2, pp. 103–114, 2021.
  • B. Zhou, D. Rybski, and J. P. Kropp, "The role of city size and urban form in the surface urban heat island," Scientific Reports, vol. 7, no. 1, p. 4791, 2017.

Year 2025, Volume: 13 Issue: 3, 712 - 725, 01.09.2025
https://doi.org/10.36306/konjes.1552187

Abstract

References

  • European Environment Agency, Urban Sprawl in Europe: The Ignored Challenge, EEA Report No. 10/2006, Copenhagen, Denmark, 2006.
  • V. N. Adamenko, Climate of Big Cities (review), Obninsk, Russia: All-Union Research Institute of Hydrometeorological Information – World Data Center, 1975.
  • H. Akbari and H. Taha, "The impact of trees and white surfaces on residential heating and cooling energy use in four Canadian cities," Energy, vol. 17, no. 2, pp. 141–149, 1992.
  • D. Aykır, "The effect of urbanization on the trends of extreme temperature indices in Turkey," Turkish Geographical Review, no. 69, pp. 47–57, 2017.
  • S. Başlık, Modeling of Dynamic Urban Growth Using Logistic Regression and Cellular Automata (Istanbul and Lisbon), 2008.
  • W. Böer, Technische Meteorologie, Leipzig, Germany: B.G. Teubner Verlagsgesellschaft, 1964.
  • G. Y. Cai, M. Y. Du, and Y. Xue, "Monitoring of urban heat island effect in Beijing combining ASTER and TM data," International Journal of Remote Sensing, vol. 32, no. 5, pp. 1213–1232, 2011, doi: 10.1080/01431160903469079.
  • F. Canan, "Determination of the urban heat island effect related to urban geometry: The example of Konya," Journal of the Faculty of Engineering and Architecture of Cukurova University, vol. 32, no. 3, pp. 69–80, 2017.
  • X. L. Chen, H. M. Zhao, P. X. Li, and Z. Y. Yin, "Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes," Remote Sensing of Environment, vol. 104, no. 2, pp. 133–146, 2006.
  • F. Chen, X. Yang, and W. Zhu, "WRF simulations of urban heat island under hot-weather synoptic conditions: The case study of Hangzhou City, China," Atmospheric Research, vol. 138, pp. 364–377, 2014.
  • J. Cheng, Modelling Spatial and Temporal Urban Growth, Utrecht, The Netherlands: Utrecht University, 2003. K. C. Clarke, S. Hoppen, and L. Gaydos, "A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay Area," Environment and Planning B: Planning and Design, vol. 24, pp. 247–261, 1997.
  • D. B. Clarke, Ed., The Cinematic City, Hove, UK: Psychology Press, 1997.
  • B. Çelik, Investigation of the Temporal and Spatial Effects of Land Cover Changes on Urban Heat Islands, Ph.D. dissertation, Dept. of Geomatics Engineering, Istanbul Technical University, Istanbul, Turkey, 2019.
  • N. Debbage and J. M. Shepherd, "The urban heat island effect and city contiguity," Computers, Environment and Urban Systems, vol. 54, pp. 181–194, 2015.
  • M. El-Mekawy, A. Östman, and I. Hijazi, "A unified building model for 3D urban GIS," ISPRS International Journal of Geo-Information, vol. 1, no. 2, pp. 120–145, 2012.
  • G. Gröger and L. Plümer, "CityGML – Interoperable semantic 3D city models," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 71, pp. 12–33, 2012.
  • C. Güneş, E. Pekkan, and T. Ü. N. Muammer, "Investigation of the urban heat island effects in university campuses located in the city center of Eskişehir using Landsat-8 satellite images," National Journal of Environmental Sciences Research, vol. 4, no. 1, pp. 22–32, 2021.
  • T. R. Karl, H. F. Diaz, and G. Kukla, "Urbanization: Its detection and effect in the United States climate record," Journal of Climate, vol. 1, no. 11, pp. 1099–1123, 1988.
  • B. Kızılca, "Evaluation of urban microclimate modeling tools," Turkish Journal of Land Management, vol. 3, no. 2, pp. 79–86, 2021.
  • P. A. Kratzer, The Urban Climate (Das Stadtklima), Braunschweig, Germany, 1956; H. E. Landsberg, The Urban Climate, New York, NY, USA: Academic Press, 1981.
  • M. A. Lokoshchenko, "Urban ‘heat island’ in Moscow," Urban Climate, vol. 10, pp. 550–562, 2014.
  • J. Mallıck, Y. Kant, and B. D. Bharath, "Estimation of land surface temperature over Delhi using Landsat-ETM+," Journal of the Indian Geophysical Union, vol. 12, no. 3, pp. 131–140, 2008.
  • G. Mihalakakou, M. Santamouris, N. Papanikolaou, C. Cartalis, and A. Tsangrassoulis, "Simulation of the urban heat island phenomenon in Mediterranean climates," Pure and Applied Geophysics, vol. 161, pp. 429–451, 2004.
  • M. Morodi and N. G. Tamer, "The urban growth effects over the local climate change in the case of Bursa," Planning, vol. 27, no. 1, pp. 26–37, 2017.
  • H. A. Nasrallah, A. J. Brazel, and R. C. Balling, "Analysis of the Kuwait City urban heat island," International Journal of Climatology, vol. 10, no. 4, pp. 401–405, 1990.
  • T. J. Nechyba and R. P. Walsh, "Urban sprawl," The Journal of Economic Perspectives, vol. 18, no. 4, pp. 177–200, 2004.
  • K. L. Nichol, et al., "The efficacy and cost effectiveness of vaccination against influenza among elderly persons living in the community," New England Journal of Medicine, vol. 331, no. 12, pp. 778–784, 1994.
  • I. Ogashawara and V. S. B. Bastos, "A quantitative approach for analyzing the relationship between urban heat islands and land cover," Remote Sensing, vol. 4, no. 11, pp. 3596–3618, 2012.
  • T. R. Oke, Boundary Layer Climates, London, UK: Routledge, 1978.
  • T. R. Oke, "The energetic basis of the urban heat island," Quarterly Journal of the Royal Meteorological Society, vol. 108, no. 455, pp. 1–24, 1982.
  • S. Pal and O. C. Akoma, "Water scarcity in wetland area within Kandi block of West Bengal: A hydro-ecological assessment," Ethiopian Journal of Environmental Studies and Management, vol. 2, no. 3, pp. 1–12, 2009.
  • T. C. Peterson, "Assessment of urban versus rural in situ surface temperatures in the contiguous United States: No difference found," Journal of Climate, vol. 16, no. 18, pp. 2941–2959, 2003.
  • J. Portugali, Complex Artificial Environments: Simulation, Cognition and VR in the Study and Planning of Cities, Heidelberg, Germany: Springer, 2006.
  • M. Santamouris, N. Papanikolaou, I. Livada, I. Koronakis, C. Georgakis, A. Argiriou, and D. N. Assimakopoulos, "On the impact of urban climate on the energy consumption of buildings," Solar Energy, vol. 70, no. 3, pp. 201–216, 2001.
  • N. Schwarz and A. M. Manceur, "Analyzing the influence of urban forms on surface urban heat islands in Europe," Journal of Urban Planning and Development, vol. 141, no. 3, p. A4014003, 2015.
  • K. Shang, L. Xu, X. Liu, Z. Yin, Z. Liu, X. Li, et al., "Study of urban heat island effect in Hangzhou metropolitan area based on SW-TES algorithm and image dichotomous model," Sage Open, vol. 13, no. 4, 2023, Art. no. 21582440231208851.
  • B. Stone, J. J. Hess, and H. Frumkin, "Urban form and extreme heat events: Are sprawling cities more vulnerable to climate change than compact cities?," Environmental Health Perspectives, vol. 118, no. 10, pp. 1425–1428, 2010.
  • E. Vardoulakis, D. Karamanis, A. Fotiadi, and G. Mihalakakou, "The urban heat island effect in a small Mediterranean city of high summer temperatures and cooling energy demands," Solar Energy, vol. 94, pp. 128–144, 2013.
  • J. Vooght, "How researchers measure urban heat islands," U.S. Environmental Protection Agency, 2015. [Online]. Available: http://www.epa.gov/heatislands/resources/pdf/EPA_How_to_measure_a_UHI.pdf
  • J. A. Voogt and T. R. Oke, "Thermal remote sensing of urban climates," Remote Sensing of Environment, vol. 86, no. 3, pp. 370–384, 2003.
  • D. Xu, Y. Wang, D. Zhou, Y. Wang, Q. Zhang, and Y. Yang, "Influences of urban spatial factors on surface urban heat island effect and its spatial heterogeneity: A case study of Xi'an," Building and Environment, vol. 248, p. 111072, 2024.
  • M. Yaghobzadeh and A. Akbarpour, "The effect of satellite image classification algorithm based on curve number runoff and maximum flood discharge using GIS and RS," Geography and Development, vol. 9, no. 22, pp. 5–22, 2011.
  • K. Yasdıman, Urban Heat Island Studies in Turkish Cities with a Population of 500,000 and Above, Ph.D. dissertation, Dept. of Geography, Istanbul University, Istanbul, Turkey.
  • M. Yavaş and S. Yılmaz, "Evaluation of urban microclimate in a cold climate zone: The case of Erzurum urban transformation area," Artium, vol. 7, no. 2, pp. 103–114, 2021.
  • B. Zhou, D. Rybski, and J. P. Kropp, "The role of city size and urban form in the surface urban heat island," Scientific Reports, vol. 7, no. 1, p. 4791, 2017.
There are 45 citations in total.

Details

Primary Language English
Subjects Land Management
Journal Section Research Article
Authors

Deniz Koklu 0000-0003-3350-9471

Fatih İşcan 0000-0002-0669-5830

Ceren Yağcı 0000-0002-4429-7809

Publication Date September 1, 2025
Submission Date September 18, 2024
Acceptance Date June 10, 2025
Published in Issue Year 2025 Volume: 13 Issue: 3

Cite

IEEE D. Koklu, F. İşcan, and C. Yağcı, “THE IMPACT OF URBAN GROWTH ON LAND SURFACE TEMPERATURE IN KONYA PROVINCE’s SELÇUKLU DISTRICT”, KONJES, vol. 13, no. 3, pp. 712–725, 2025, doi: 10.36306/konjes.1552187.