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The Effect of NDVI and NDBI on Land Surface Temperature in Cirebon City 2015 and 2019

机译:NDVI和NDBI对2015年至2019年城市陆地温度的影响

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摘要

The development of a city is essentially influenced by the growth and development of the population, where the city as a physical container of urban community activity. Cirebon City is experiencing rapid regional development, such as the access of the Cipali highway which is connected directly to DKI Jakarta (Capital City). Therefore, the city of Cirebon has a relatively high connectivity where the cities cause a movement of people and goods to the city of Cirebon more quickly and more intensely. Since the middle of the 20th century, human activity has been closely linked to global warming that occurred from observations of rising global average temperatures. This study aims to analyze changes in LST in the city of Cirebon. LST was obtained from Landsat images and analysis spatially and temporally. This study also analyzes the effect of NDVI and NDBI with LST in 2015 and 2019 with 93 sample points selected by stratified random sampling and using multiple linear regression methods. Analysis of LST changes is done by overlay method. The analysis showed spatially the city center has a very high temperature. LST changes occur in the city center to the southern part of the city of Cirebon. The results of multiple linear regression tests of land surface temperature are influenced by vegetation density and building density.
机译:一个城市的发展基本上受到人口增长和发展的影响,城市作为城市社区活动的物理集装箱。 Cirebon City正在经历快速区域开发,例如直接与Dki Jakarta(首都)连接的Cipali高速公路的进入。因此,城市拥有相对较高的连通性,在城市更快,更加强烈地将人员和货物的流量造成了传动院的城市。自20世纪中叶以来,人类活动与全球性平均气温的观察发生的全球变暖密切相关。本研究旨在分析Cirebon市LST的变化。 LST是从Landsat图像获得的空间和时间分析。本研究还分析了NDVI和NDBI在2015年和2019年的LST对LST的影响,其中通过分层随机采样和使用多元线性回归方法选择了93个采样点。 LST变化分析是通过覆盖方法完成的。该分析在空间上显示了市中心具有非常高的温度。 LST变化发生在市中心到城市城市的南部。陆地温度多元线性回归试验的结果受植被密度和建筑密度的影响。

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