Object structure
Title:

The localization of urban heat island in the Katowice conurbation (Poland) using the combination of land surface temperature, Normalized Difference Vegetation Index and Normalized Difference Built-up Index

Subtitle:

Geographia Polonica Vol. 94 No. 1 (2021)

Creator:

Nádudvari, Ádám : Autor Affiliation ORCID

Publisher:

IGiPZ PAN

Place of publishing:

Warszawa

Date issued/created:

2021

Description:

24 cm

Subject and Keywords:

NDVI ; NDBI ; Land Surface Temperature (LST) ; Surface Urban Heat Island (SUHI)

Abstract:

The localization of Surface Urban Heat Island (SUHI) as a potential heat risk for the urban population was evaluated. The paper aimed to propose an approach to quantify and localize (SUHI) based on Landsat series TM, ETM+, OLI satellite imageries from the period 1996-2018 and recognize the Atmospheric Urban Heat Island (AUHI) effects from long term temperature measurements. Using the theoretical relation between the Normalized Difference Built-up Index (NDBI), the Normalized Difference Vegetation Index (NDVI) and the LST (Land Surface Temperature), SUHIintensity and SUHIrisk maps were created from the combination of LST, NDVI, NDBI using threshold values to localize urban heat island in the Katowice conurbation. Negative values of SUHI intensity characterize areas where there is no vegetation, highly built-up areas, and areas with high surface temperatures. The urban grow – revealed from SUHI – and global climate change are acting together to strengthen the global AUHI effect in the region as the temperature measurements were indicated.

References:

Abegunde, L., Adedeji, O. (2015). Impact of landuse change on surface temperature in Ibadan, Nigeria. International Journal of Environmental, Chemical, Ecological, Geological and Geophysical Engineering, 9(3), 235-241. https://doi.org/10.5281/zenodo.1099836 DOI
Alfraihat, R., Mulugeta, G., Gala, T.S. (2016). Ecological evaluation of urban heat island in Chicago city, USA. Journal of Atmospheric Pollution, 4(1), 23-29. https://doi.org/10.12691/jap-4-1-3 DOI
Aslan, N., Koc-San, D. (2016). Analysis of relationship between urban heat island effect and land use/cover type using Landsat 7 ETM+ and Landsat 8 OLI images. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 41. DOI
Berardi, U., GhaffarianHoseini, AH., GhaffarianHoseini, A. (2014). State-of-the-art analysis of the environmental benefits of green roofs. Applied Energy, 115, 411-428. https://doi.org/10.1016/j.apenergy.2013.10.047 DOI
Błażejczyk, K., Kuchcik, M., Dudek, W., Kręcisz, B., Błażejczyk, A., Milewski, P., Szmyd, J., Pałczyński, C. (2016). Urban heat island and bioclimatic comfort in Warsaw. In F. Musco (Ed.), Counteracting urban heat island effects in a global climate change scenario (pp. 305-321). Cham: Springer. https://doi.org/10.1007/978-3-319-10425-6_11 DOI
Bokwa, A. (2011). Urban heat island in Kraków, Poland: Interaction between the land use and the land form. In H. Středová, J. Rožnovský, T. Litschmann (Eds.), Mikroklima a mezoklima krajinných struktur a antropogenních prostředí. Skalní mlýn, 2. - 4.2.
Camilloni, I., Barros, V. (1997). On the urban heat island effect dependence on temperature trends. Climatic Change, 37(4), 665-681. https://doi.org/10.1023/A:1005341523032 DOI
Cenowski, M., Fudała, J., Strzelecka- Jastrząb, E. (2019). Zagrożenia miejskie wynikające ze zmian klimatu. In J. Gorgoń (Ed.), Obszary miejsko-przemysłowe wobec zmian klimatu na przykładzie miast centralnej części Górnośląsko-Zagłębiowskiej Metropolii (pp. 37-53). Zabrze: Instytut Podstaw Inżynierii Środowiska Polskiej Akademii Nauk.
Chen, Q., Ren, J., Li, Z., Ni, C. (2009). Urban heat island effect research in Chengdu City Based on MODIS Data. In Proceedings of 3rd International Conference on Bioinformatics and Biomedical Engineering (pp. 1-5). ICBBE 2009, Beijing, China, 11-13 June. DOI
Czubaszek, R., Wysocka-Czubaszek, A. (2016). Urban heat island in Białystok. Journal of Ecological Engineering, 17(3), 60-65. https://doi.org/10.12911/22998993/63323 DOI
Dong, W., Liu, Z., Zhang, L., Tang, Q., Liao, H., Li, X'en. (2014). Assessing heat health risk for sustainability in Beijing's urban heat island. Sustainability, 6(10), 7334-7357. https://doi.org/10.3390/su6107334 DOI
Drozd, W. (2019). Problems and benefits of using green roofs in Poland. IOP Conference Series: Earth and Environmental Science, 214(1), 1-10. IOP Publishing. https://doi.org/10.1088/1755-1315/214/1/012076 DOI
Du, L., Zhou, T., Li, M.S., Gong, D.Y. (2014). Urban heat island effects derived from dense Landsat thermal observations in Nanjing, China. IOP Conference Series: Earth and Environmental Science, 17(1). 012162. IOP Publishing. DOI
Fashae, O.A., Adagbasa, E.G., Olusola, A.O., Obateru, R.O. (2020). Land use/land cover change and land surface temperature of Ibadan and environs, Nigeria. Environmental Monitoring and Assessment, 192(2), 109-127. https://doi.org/10.1007/s10661-019-8054-3 DOI
Field, C.B., Barros, V., Stocker, T.F., Dahe, Q. (2012). Managing the risks of extreme events and disasters to advance climate change adaptation: Special report of the Intergovernmental Panel on Climate Change. Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9781139177245 DOI
Fortuniak, K. (2003). Miejska wyspa ciepła: podstawy energetyczne, studia eksperymentalne, modele numeryczne i statystyczne. Łódź: Wydawnictwo Uniwersytetu Łódzkiego.
Fudała, J., Nádudvari, Á., Bronder, J., Fudała, M. (2018). Application of satellite images analysis to assess the variability of the surface thermal heat island distribution in urban areas. In E3S Web of Conferences, 28, 01011, EDP Sciences. https://doi.org/10.1051/e3sconf/20182801011 DOI
Gazi, M.A.A., Mondal, I. (2018). Urban heat island and its effect on dweller of Kolkata metropolitan area using geospatial techniques. International Journal Computer Sciences and Engineering, 6(10), 741-753. https://doi.org/10.26438/ijcse/v6i10.741753 DOI
Hung, T., Uchihama, D., Ochi, S., Yasuoka, Y. (2006). Assessment with satellite data of the urban heat island effects in Asian mega cities. International Journal of Applied Earth Observation and Geoinformation, 8(1), 34-48. https://doi.org/10.1016/j.jag.2005.05.003 DOI
Imhoff, M.L., Zhang, P., Wolfe, R.E., Bounoua, L. (2010). Remote sensing of the urban heat island effect across biomes in the continental USA. Remote Sensing of Environment, 114(3), 504-513. https://doi.org/10.1016/j.rse.2009.10.008 DOI
Jiménez-Muñoz, J.C., Sobrino, J.A., Plaza, A., Guanter, L., Moren, J., Martínez, P. (2009). Comparison between fractional vegetation cover retrievals from vegetation indices and spectral mixture analysis: Case study of PROBA/CHRIS data over an agricultural area. Sensors, 9(2), 768-793. https://doi.org/10.3390/s90200768 DOI
Kaplan, G., Avdan, U., Avdan, Z.Y. (2018). Urban heat island analysis using the Landsat 8 satellite data: A case study in Skopje, Macedonia. In Multidisciplinary Digital Publishing Institute Proceedings (vol. 2, no. 7, p. 358). https://doi.org/10.3390/ecrs-2-05171 DOI
Katsoulis, B.D., Theoharatos, G.A. (1985). Indications of the urban heat island in Athens, Greece. Journal of Climate and Applied Meteorology, 24, 1296-1302. https://doi.org/10.1175/1520-0450(1985)024<1296:IOTUHI>2.0.CO;2 DOI
Kim, H.H. (1992). Urban heat island. International Journal of Remote Sensing, 13(12), 2319-2336. https://doi.org/10.1080/01431169208904271 DOI
Klejnowski, K., Pastuszka, J.S., Rogula-Kozłowska, W., Talik, E., Krasa, A. (2012). Mass size distribution and chemical composition of the surface layer of summer and winter airborne particles in Zabrze, Poland. Bulletin of Environmental Contamination and Toxicology, 88(2), 255-259. https://doi.org/10.1007/s00128-011-0452-3 DOI
Kłysik, K., Fortuniak, K. (1999). Temporal and spatial characteristics of the urban heat island of Łódź, Poland. Atmospheric Environment, 33(24-25), 3885-3895. https://doi.org/10.1016/S1352-2310(99)00131-4 DOI
Krzysztofik, R., Runge, J., Spórna, T. (2011). Delimitacja regionu Górnośląsko-Zagłębiowskiej Metropolii "Silesia". Sosnowiec: Wydział Nauk o Ziemi Uniwersytet Śląski.
Kuang, W., Liu, Y., Dou, Y., Chi, W., Chen, G., Gao, C., Yang, T., Liu, J., Zhang, R. (2015). What are hot and what are not in an urban landscape: Quantifying and explaining the land surface temperature pattern in Beijing, China. Landscape Ecology, 30(2), 357-373. https://doi.org/10.1007/s10980-014-0128-6 DOI
Kuchcik, M. (2017). Warunki termiczne w Polsce na przełomie XX i XXI wieku i ich wpływ na umieralność (Vol. 263). IGiPZ PAN.
Kuchcik, M., Błażejczyk, K., Milewski, P., Szmyd, J. (2014). Urban climate research in Warsaw: The results of microclimatic network measurements. Geographia Polonica, 87(4), 491-504. https://doi.org/10.7163/GPol.2014.33 DOI
Landsberg, H.E. (1981). The urban climate. New York: Academic Press.
Lewińska, J., Bartosik, J., Baścik, J., Czerwieniec, M., Zgud, K. (1982). Wpływ miasta na klimat lokalny (na przykładzie aglomeracji Krakowskiej). Warszawa: Instytut Kształtowania Środowiska.
Liu, K., Baskaran, B. (2003). Thermal performance of green roofs through field evaluation. In Proceedings for the First North American Green Roof Infrastructure Conference, Awards and Trade Show (pp. 1-10).
Liu, L., Zhang, Y. (2011). Urban heat island analysis using the Landsat TM Data and ASTER Data: A case study in Hong Kong. Remote Sensing, 3, 1535-1552. https://doi.org/10.3390/rs3071535 DOI
Lu, Y., Feng, P., Shen, C., Sun, J. (2009). Urban heat island in summer of Nanjing based on TM Data. In Proceedings of 2009 Joint Urban Remote Sensing Event (pp. 1-5). IEEE. https://doi.org/10.1109/URS.2009.5137628 DOI
Majkowska, A., Kolendowicz, L., Półrolniczak, M., Hauke, J., Czernecki, B. (2017). The urban heat island in the city of Poznań as derived from Landsat 5 TM. Theoretical and Applied Climatology, 128, 769-783. https://doi.org/10.1007/s00704-016-1737-6 DOI
Martin, P., Baudouin, Y., Gachon, P. (2015). An alternative method to characterize the surface urban heat island. International Journal of Biometeorology, 59(7), 849-861. https://doi.org/10.1007/s00484-014-0902-9 DOI
Meehl, G.A., Tebaldi, C. (2004). More intense, more frequent, and longer lasting heat waves in the 21st century. Science, 305(5686), 994-997. https://doi.org/10.1126/science.1098704 DOI
Oke, T.R. (1982). The energetic basis of the urban heat-island. Quarterly Journal of the Royal Meteorological Society, 108(455), 1-24. https://doi.org/10.1002/qj.49710845502 DOI
Oke, T.R. (1988). The urban energy balance. Progress in Physical Geography: Earth and Environment, 12(4), 471-508. https://doi.org/10.1177/030913338801200401 DOI
Oleson, K.W., Monaghan, A., Wilhelmi, O., Barlage, M., Brunsell, N., Feddema, J., Hu, L., Steinhoff, D.F. (2005). Interactions between urbanization, heat stress, and climate change. Climatic Change, 129(3-4), 525-541. https://doi.org/10.1007/s10584-013-0936-8 DOI
Qin, Z-H., Zhang, M-H., Karnieli, A., Berliner, P. (2001). Mono-window algorithm for retrieving land surface temperature from Landsat TM6 data. Acta Geographica Sinica, 56(4), 456-466. https://doi.org/10.11821/xb200104009 DOI
Rajagopalan, P., Lim, K.C., Jamei, E. (2014). Urban heat island and wind flow characteristics of a tropical city. Solar Energy, 107, 159-170. https://doi.org/10.1016/j.solener.2014.05.042 DOI
Rogula-Kozłowska, W., Błaszczak, B., Klejnowski, K. (2011). Concentrations of PM2.5, PM2.5-10 and PM-related elements at two heights in an urban background area in Zabrze (Poland). Archives of Environmental Protection, 37(2), 31-47. https://doi.org/10.1007/s10661-009-1138-8 DOI
Spórna, T., Kantor-Pietraga, I., Krzysztofik, R. (2016). Trajectories of depopulation and urban shrinkage in the Katowice Conurbation, Poland. Espace Populations Societes, 2015/3-2016/1. https://doi.org/10.4000/eps.6102 DOI
Streutker, D.R. (2002). A remote sensing study of the urban heat island of Houston, Texas. International Journal of Remote Sensing, 23(13), 2595-2608. https://doi.org/10.1080/01431160110115023 DOI
Suresh, S., Suresh, A.V., Mani, K. (2016). Estimation of land surface temperature of high range mountain landscape of Devikulam Taluk using Landsat 8 data. IJRET: International Journal of Research in Engineering and Technology, 5(1), 92-96. https://doi.org/10.15623/ijret.2016.0501017 DOI
Szymanowski, M. (2004). Miejska wyspa ciepła we Wrocławiu. Acta Universitatis Wratislaviensis, 2690, Studia Geograficzne, 77, Wrocław: Wydawnictwo Uniwersytetu Wrocławskiego.
Tarawally, M., Xu, W., Hou, W., Mushore, T.D. (2018). Comparative analysis of responses of land surface temperature to long-term land use/cover changes between a coastal and inland city: A case of Freetown and Bo Town in Sierra Leone. Remote Sensing 10(1), 112-130. https://doi.org/10.3390/rs10010112 DOI
Tkocz, M. (2001). Restrukturyzacja przemysłu regionu tradycyjnego. Katowice: Wydawnictwo Uniwersytetu Śląskiego.
U.S. Environmental Protection Agency (U.S. EPA). (2014). Reducing urban heat islands: Compendium of strategies. Retrieved from https://www.epa.gov/heatislands/heat-island-compendium
U.S. Environmental Protection Agency (U.S. EPA). (2014). Climate change indicators in the United States, 2014. Third edition. EPA 430-R-14-004.
Wang, W., Zheng, Z., Karl, T.R. (1990). Urban heat islands in China. Geophysical Research Letters, 17(13), 2377-2380. https://doi.org/10.1029/gl017i013p02377 DOI
Weng, Q. (2003). Fractal analysis of satellite-detected urban heat island effect. Photogrammetric Engineering & Remote Sensing, 69(5), 555-566. https://doi.org/10.14358/pers.69.5.555 DOI
Weng, Q.H. (2012). Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends. Remote Sensing of Environment, 117, 34-49. https://doi.org/10.1016/j.rse.2011.02.030 DOI
Weng, Q., Lu, D., Schubring, J. (2004). Estimation of land surface temperature-vegetation abundance relationship for urban heat island studies. Remote Sensing of Environment, 89(4), 467-483. https://doi.org/10.1016/j.rse.2003.11.005 DOI
Wilk, S. (2015). Urban Heat Island in Lodz. ICUC9 - 9th International Conference on Urban Climate jointly with 12th Symposium on the Urban Environment. Toulouse, France, July 20-24, 2015.
Yang, L., Qian, F., Song, De-X., Zheng, Ke-J. (2016). Research on urban heat-island effect. Procedia Engineering, 169, 11-18. https://doi.org/10.1016/j.proeng.2016.10.002 DOI
Zaciera, M., Kurek, J., Dzwonek, L., Feist, B., Jędrzejczak, A. (2012). Seasonal variability of PAHs and nitroPAHs concentrations in total suspended particulate matter in ambient air of cities of Silesian Voivodeship. Environment Protection Engineering, 38(1), 45-50.
Zaeemdar, S., Baycan, T. (2017). Analysis of the relationship between urban heat island and land cover in Istanbul through Landsat 8 OLI. Journal of Earth Science and Climatic Change, 8(11), 423-432. https://doi.org/10.4172/2157-7617.1000423 DOI

Relation:

Geographia Polonica

Volume:

94

Issue:

1

Start page:

111

End page:

129

Resource type:

Text

Detailed Resource Type:

Article

Resource Identifier:

0016-7282 (print) ; 2300-7362 (online) ; 10.7163/GPol.0196

Source:

CBGiOS. IGiPZ PAN, call nos.: Cz.2085, Cz.2173, Cz.2406 ; click here to follow the link

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitizing institution:

Institute of Geography and Spatial Organization of the Polish Academy of Sciences

Original in:

Central Library of Geography and Environmental Protection. Institute of Geography and Spatial Organization PAS

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

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