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Yasemin Şentürk - Kemal Mert Çubukçu


               Introduction


               It is revealed that since the industrial revolution, average temperature
            increase in the Mediterranean Region was faster than the average temperatures
            worldwide by 20%.   (Mediterranean Experts on Climate and Environmental
            Change, 2019). In addition to global climate change, the changes in land cover
            due to reasons such as the reduction of vegetation in and around urban areas
            and fast-paced urbanization leads to regional increase in temperatures. This is
            because constructions such as buildings and roads absorb solar rays much more
            throughout the day compared to natural landscape elements such as the forest
            or water surface. The heat absorbed through the day increases temperatures
            in cities especially at night time, and accordingly, the gap between urban and
            rural areas in terms of temperature gets bigger (Wong and Yu, 2005, Leconte et
            al., 2015, Liu et al., 2017). This phenomenon is called urban heat islands. (Voogt
            and Oke, 2003). The difference in average temperatures between the city
            center and areas with dense vegetation was measured as 4,01 °C in Singapore
            (Wong and Yu, 2005) and  3 °C in the cities of China (Kong et al, 2014, Zhang
            et al., 2016). Likewise, differences in temperatures between urban green areas
            and the nearby built environment was detected as  0,8 °C (Ng et al., 2012)
            to 6,9 °C (Kong et al., 2014)  The results from previous studies indicate that
            green spaces have important functions in regulating the climate to mitigate
            the effects of urban heat islands (Amiri et al., 2009, Carlson and Arthur, 2000,
            Hung et al., 2006, Mackey et al, 2012, Marando et al., 2019, Yuan and Bauer,
            2007; Tiangco et al., 2008; Weng and Lu, 2008). It is stated in relevant literature
            that the spatial form and arrangement of green spaces also play an important
            role in mitigating the effects of urban heat islands (Maimaitiyiming et al., 2014,
            Ren et al., 2013). According to certain studies, green and blue spaces such
            as pastures, forests, water surfaces and parks have a cooling effect on urban
            areas. (Kong et al, 2014; Walawender et al, 2014). This cooling effect decreases
            as the distance from the areas with cooling effect gets bigger (Lin et al, 2015;
            Oliveira et al, 2011).
               Conventional studies investigating the relationship between land cover or
            urban green areas and urban heat islands ignore the relationship between
            the spatial pattern of urban heat island and land cover. Such studies which
            disregard the spatial heterogeneity of urban land cover fail to take the
            variations in temperature formation. An appropriate spatial scale must be
            specified to define meaningful relationships in terms of management of land
            cover in urban planning (Guo et al, 2015). Certain studies have defined the
            following as study scale: grids in various sizes (Chen et al, 2013, Malik et al,
            2019, Zhou et al, 2017), various analytical units made up of grids (Peng et al,
            2016), city blocks (Liu et al, 2017), self-defined polygons such as parks (Cao




            106  Journal of Environment, Urbanization and Climate,
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