利用Landsat影像量化地表覆盖材料对城市地表温度的影响:以斯里兰卡康提市为例

Rjm Uduporuwa, L. Manawadu
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引用次数: 0

摘要

本文采用GIS和RS技术,研究了斯里兰卡康提市地表温度是否受地表覆盖材料的影响。测量建成区面积的变化,检测相应的地表温度变化,识别地表覆盖物与地表温度在时间基础上的相关性是本文的研究目标。本文利用城市指数(Urban Index, UI)、地表温度(Land Surface Temperature, LST)和简单线性回归技术来实现这一目标。采用美国地质调查局(USGS)服务器1994年、2003年、2007年和2015年的中分辨率Landsat卫星图像。结果表明,近20 a来,城市地表覆盖物和地表温度均有明显的增加。从1994年(23.78摄氏度)到2015年(29.61摄氏度),该市的平均气温上升了5.83摄氏度。简单的线性回归分析表明,地表覆盖材料的增加对康提市地表温升有明显的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantifying the effect of surface covering materials on land surface temperature in urban areas utilizing Landsat imageries: An investigation of Kandy City, Sri Lanka
This paper attempts to investigate whether there is an effect of surface covering materials on land surface temperature in Kandy city, Sri Lanka by employing GIS and RS techniques. Measuring the change in built-up area, detecting the correspondent change in land surface temperature and identifying the correlation between surface covering materials and land surface temperature in temporal basis are the objectives of this paper. The paper utilizes Urban Index (UI), Land Surface Temperature (LST) and simple linear regression technique to achieve the objectives. Landsat satellite images with moderate resolution in 1994, 2003, 2007 and 2015 obtained from the server of United State Geological Survey (USGS) were used. Results evidently illustrates that both surface covering materials and land surface temperature in the city have substantially increased during the last-twenty-year period. The mean temperature in the city has risen from by 5.83 C0 degrees from 1994 (23.78 C0) to 2015 (29.61 C0). Simple linear regression analysis indicates that there is an obvious impact of increase in surface covering materials on the surface temperature rise in Kandy city.
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