Yıl: 2020 Cilt: 5 Sayı: 2 Sayfa Aralığı: 218 - 223 Metin Dili: İngilizce DOI: 10.35229/jaes.681179 İndeks Tarihi: 01-02-2021

Relationship of Urban Development with the Heat Islands, Trabzon Case Study

Öz:
Trabzon, a developing port town province that is located near the Black Sea region ofTurkey. Trabzon, the 29th most crowded province of Turkey shows the intensity of urbanizationon the coastal zone. In this study, it is aimed to examine the urban development of Trabzonprovince by using various remote sensing methods and data. Depending on the characteristic ofurban development within the boundaries of the province, the change in the artificial surfaces hasbeen investigated by using optical remote sensing methods in the selected test region. For thispurpose, LANDSAT images of the study area, 1989, 2000, 2006 and 2018 were provided. Pixelbased supervised classification was applied to the images and the land use and land cover (LULC)classes of the study area were determined. In the second stage of the study, the development ofartificial surfaces was investigated by using thermal remote sensing methods. For this purpose,the surface temperature map of the region has been established. By using the thermal bands ofthe images, top of athmospheric spectral radiance and then brightness temperature werecalculated. NDVI, proportion of vegetatiton and ground emissivity were also calculated by usingred and near infrared bands. These informations were used in the LST calculation. As a result ofthe study, the urban development and change taking place in Trabzon by using different remotesensing data and methods were examined.
Anahtar Kelime:

Kentsel Gelişmenin Isı Adalarına Etkisinin Araştırılması, Trabzon İli Örneği

Öz:
Trabzon, Türkiye'nin Karadeniz Bölgesi’nde yer alan gelişmekte olan bir liman kentidir. Türkiye'nin en kalabalık 29. vilayeti olan Trabzon’da daha çok kıyı bölgelerde yerleşim mevcuttur. Bu çalışmada Trabzon ilinin kentsel gelişiminin çeşitli uzaktan algılama yöntemleri ve verileri kullanılarak incelenmesi amaçlanmıştır. İlin sınırları içindeki kentsel gelişimin özelliklerine bağlı olarak, seçilen bölgede optik uzaktan algılama yöntemleri kullanılarak yapay yüzeylerdeki değişim araştırılmıştır. Bu amaçla 1989, 2000, 2006 ve 2018 tarihli LANDSAT görüntüleri kullanılmıştır. Görüntülere piksel tabanlı kontrollü sınıflandırma işlemi uygulanmış ve çalışma alanının arazi kullanımı ve arazi örtüsü sınıfları belirlenmiştir. Çalışmanın ikinci aşamasında termal uzaktan algılama yöntemleri kullanılarak yapay yüzeylerin gelişimi araştırılmıştır. Bu amaçla bölgenin yüzey sıcaklık haritası oluşturulmuştur. Görüntülerin termal bantları kullanılarak, atmosfer üstü spektral ışıma ve daha sonra parlaklık sıcaklığı hesaplanmıştır. NDVI değerleri, bitki oranı ve yer emisyonu haritaları da kırmızı ve yakın kızılötesi bantlar kullanılarak hesaplanmıştır. Bu bilgilerin tümü arazi yüzey sıcaklığı haritalarının oluşturulmasında ve kentsel ısı adası etkisinin belirlenmesinde kullanılmıştır. Çalışma sonucunda farklı uzaktan algılama verileri ve yöntemleri kullanılarak Trabzon'da gerçekleşen kentsel gelişim ve değişim incelenmiştir.
Anahtar Kelime:

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
  • Avdan, U. & Jovanovska, G. (2016). Algorithm for automated mapping of land surface temperature using LANDSAT 8 satellite data, Journal of Sensors.
  • Barsi, J. A., Schott, J. R., Hook, S. J., Raqueno, N. G., Markham, B. L. & Radocinski, R. G. (2014). Landsat-8 thermal infrared sensor (TIRS) vicarious radiometric calibration. Remote Sensing, 6(11), 11607-11626.
  • Chen, X. L., Zhao, H. M., Li, P. X. & Yin, Z. Y. (2006). Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes. Remote Sensing of Environment, 104, 133-146.
  • Du, H., Ai, J., Cai, Y. & Liu, P. (2019). Combined effects of the surface urban heat island with landscape composition and configuration based on remote sensing: A case study of Shanghai, China. Sustainability, 11(10), 1-13.
  • Estoque, R. C., Murayama, Y., & Myint, S. W. (2017). Effects of landscape composition and pattern on land surface temperature: An urban heat island study in the megacities of Southeast Asia. Science of the Total Environment, 577, 349-359.
  • Fitzpatrick–Lins, K. (1981). Comparison of sampling procedures and data analysis for a land use and land cover map. Photogrammetric Engineering and Remote Sensing, 47, 343-351.
  • Jiang, J. & Tian, G. (2010). Analysis of the impact of land use/land cover change on land surface temperature with remote sensing. Procedia Environmental Sciences, 2, 571-575.
  • Li, J., Song, C., Cao, L., Zhu, F., Meng, X. & Wu, J. (2011). Impacts of landscape structure on surface urban heat islands: A case study of Shanghai, China. Remote Sensing of Environment, 115, 3249-3263.
  • Lillesand, T.M., Kiefer, R.W. & Chipman, J.W., (2004). Remote Sensing and Image Interpretation. 5th Edition, Wiley, USA.
  • Markham B. L. & Barker, J. L. (1985). Spectral characterization of the Landsat Thematic Mapper sensors. International Journal of Remote Sensing, 6(5), 697-716.
  • URL-1. https://tr.wikipedia.org/wiki/Trabzon, 29.09.2019
  • URL-2. https://www.usgs.gov/media/images/landsat-8- band-designations, 29.09.2019
  • URL-3. https://www.usgs.gov/faqs/what-are-best-landsatspectral-bands-use-my-research?qtnews_science_products=0#qtnews_science_products, 29.09.2019
  • Pal, S. & Ziaul, S. (2017). Detection of land use and land cover change and land surface temperature in English Bazar urban centre. The Egyptian Journal of Remote Sensing and Space Sciences, 20, 125- 145.
  • Ratnayake, R. (2002). Forest cover estimation using Normalised Difference Vegetation Index (NDVI) in plantation forest. Remote Sensing for Agriculture, Ecosystems, and Hydrology III, Manfred Owe, Guido D'Urso, Editors, Proceedings of SPIE, 4542 SPIE 0277-786X/02.
  • Sobrino, J.A., Jimenez-Munoz, J.C. and Paolini, L. (2004). Land surface temperature retrieval from LANDSAT TM 5. Remote Sensing of Environment, 90(4), 434-440.
  • Sobrino J. A. & Raissouni, N. (2000). Toward remote sensing methods for land cover dynamic monitoring: application to Morocco. International Journal of Remote Sensing, 21(2), 353-366.
  • Stathopoulou, M. & Cartalis, C. (2007). Daytime urban heat islands from Landsat ETM+ and Corine land cover data: an application to major cities in Greece. Solar Energy, 81(3), 358-368.
  • Sultana, S. & Satyanarayanan, A.N.V. (2020). Assessment of urbanisation and urban heat island intensities using landsatimageries during 2000- 2018 over a sub-tropical Indian City. Sustainable Cities and Society, 52, 1-14. DOI: 10.1016/j.scs.2019.101846
  • Van Genderen, J.L. & Lock, B.F. (1977). Testing land use map accuracy. Photogrametric Engineering and Remote Sensing, 43(9), 1135-1137.
  • Wang, F., Qin, Z., Song, C., Tu, L., Karnieli, A. & Zhao, S. (2015). An improved mono-window algorithm for land surface temperature retrieval from landsat 8 thermal infrared sensor data. Remote Sensing, 7(4), 4268-4289.
  • Wang, S., Ma, Q., Ding, H. & Liang, H. (2018). Detection of urban expansion and land surface temperature change using multi-temporal Landsat images. Resources, Conservation and Recycling, 128, 526–534.
  • Wang, W., Liu, K., Tang, R. & Wang, S. (2019). Remote sensing image-based analysis of the urban heat island effect in Shenzhen, China. Physics and Chemistry of the Earth, 110, 168-175.
  • Weng, Q., Lub, D. & Schubringa, J. (2004). Estimation of land surface temperature–vegetation abundance relationship for urban heat island studies. Remote Sensing of Environment, 89, 467-
  • Yamak, B., Yagci, Z., Bilgilioglu, B.B. & Comert, R. (2019). Investigation of the effect of urbanization on land surface temperature: Bursa Case Study, https://www.researchgate.net/publication/333758 700, Conference paper, pp. 189-195 (In Turkish).
  • Yüksek, T . (2017). Land Use, Some Forestry Studies and a General Evaluation of the Temporal Distribution of Precipitation in Rize. Journal of Anatolian Environmental and Animal Sciences , 2(3), 59-66.
  • Zhang, X., Zhong, T., Wang, K. & Cheng, Z. (2009). Scaling of impervious surface area and vegetation as indicators to urban land surface temperature using satellite data, International Journal of Remote Sensing, 30(4), 841-859.
APA KAZANCI B, Sarıyılmaz F (2020). Relationship of Urban Development with the Heat Islands, Trabzon Case Study. , 218 - 223. 10.35229/jaes.681179
Chicago KAZANCI Burak,Sarıyılmaz Fulya Başak Relationship of Urban Development with the Heat Islands, Trabzon Case Study. (2020): 218 - 223. 10.35229/jaes.681179
MLA KAZANCI Burak,Sarıyılmaz Fulya Başak Relationship of Urban Development with the Heat Islands, Trabzon Case Study. , 2020, ss.218 - 223. 10.35229/jaes.681179
AMA KAZANCI B,Sarıyılmaz F Relationship of Urban Development with the Heat Islands, Trabzon Case Study. . 2020; 218 - 223. 10.35229/jaes.681179
Vancouver KAZANCI B,Sarıyılmaz F Relationship of Urban Development with the Heat Islands, Trabzon Case Study. . 2020; 218 - 223. 10.35229/jaes.681179
IEEE KAZANCI B,Sarıyılmaz F "Relationship of Urban Development with the Heat Islands, Trabzon Case Study." , ss.218 - 223, 2020. 10.35229/jaes.681179
ISNAD KAZANCI, Burak - Sarıyılmaz, Fulya Başak. "Relationship of Urban Development with the Heat Islands, Trabzon Case Study". (2020), 218-223. https://doi.org/10.35229/jaes.681179
APA KAZANCI B, Sarıyılmaz F (2020). Relationship of Urban Development with the Heat Islands, Trabzon Case Study. JOURNAL OF ANATOLIAN ENVIRONMENTAL AND ANIMAL SCIENCES, 5(2), 218 - 223. 10.35229/jaes.681179
Chicago KAZANCI Burak,Sarıyılmaz Fulya Başak Relationship of Urban Development with the Heat Islands, Trabzon Case Study. JOURNAL OF ANATOLIAN ENVIRONMENTAL AND ANIMAL SCIENCES 5, no.2 (2020): 218 - 223. 10.35229/jaes.681179
MLA KAZANCI Burak,Sarıyılmaz Fulya Başak Relationship of Urban Development with the Heat Islands, Trabzon Case Study. JOURNAL OF ANATOLIAN ENVIRONMENTAL AND ANIMAL SCIENCES, vol.5, no.2, 2020, ss.218 - 223. 10.35229/jaes.681179
AMA KAZANCI B,Sarıyılmaz F Relationship of Urban Development with the Heat Islands, Trabzon Case Study. JOURNAL OF ANATOLIAN ENVIRONMENTAL AND ANIMAL SCIENCES. 2020; 5(2): 218 - 223. 10.35229/jaes.681179
Vancouver KAZANCI B,Sarıyılmaz F Relationship of Urban Development with the Heat Islands, Trabzon Case Study. JOURNAL OF ANATOLIAN ENVIRONMENTAL AND ANIMAL SCIENCES. 2020; 5(2): 218 - 223. 10.35229/jaes.681179
IEEE KAZANCI B,Sarıyılmaz F "Relationship of Urban Development with the Heat Islands, Trabzon Case Study." JOURNAL OF ANATOLIAN ENVIRONMENTAL AND ANIMAL SCIENCES, 5, ss.218 - 223, 2020. 10.35229/jaes.681179
ISNAD KAZANCI, Burak - Sarıyılmaz, Fulya Başak. "Relationship of Urban Development with the Heat Islands, Trabzon Case Study". JOURNAL OF ANATOLIAN ENVIRONMENTAL AND ANIMAL SCIENCES 5/2 (2020), 218-223. https://doi.org/10.35229/jaes.681179