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Urban thermal environment and its biophysical parameters derived from satellite remote sensing imagery

机译:卫星遥感影像推导的城市热环境及其生物物理参数

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In frame of global warming, the field of urbanization and urban thermal environment are important issues among scientists all over the world. This paper investigated the influences of urbanization on urban thermal environment as well as the relationships of thermal characteristics to other biophysical variables in Bucharest metropolitan area of Romania based on satellite remote sensing imagery Landsat TM/ETM+, time series MODIS Terra/Aqua data and IKONOS acquired during 1990 - 2012 period. Vegetation abundances and percent impervious surfaces were derived by means of linear spectral mixture model, and a method for effectively enhancing impervious surface has been developed to accurately examine the urban growth. The land surface temperature (Ts), a key parameter for urban thermal characteristics analysis, was also retrieved from thermal infrared band of Landsat TM/ETM+, from MODIS Terra/Aqua datasets. Based on these parameters, the urban growth, urban heat island effect (UHI) and the relationships of Ts to other biophysical parameters have been analyzed. Results indicated that the metropolitan area ratio of impervious surface in Bucharest increased significantly during two decades investigated period, the intensity of urban heat island and heat wave events being most significant. The correlation analyses revealed that, at the pixel-scale, Ts possessed a strong positive correlation with percent impervious surfaces and negative correlation with vegetation abundances at the regional scale, respectively. This analysis provided an integrated research scheme and the findings can be very useful for urban ecosystem modeling.
机译:在全球变暖的背景下,城市化和城市热环境领域是全世界科学家的重要问题。本文基于卫星遥感影像Landsat TM / ETM +,时间序列MODIS Terra / Aqua数据和IKONOS数据,研究了罗马尼亚城市化对城市热环境的影响以及热特征与其他生物物理变量之间的关系。在1990年-2012年期间。通过线性光谱混合模型推导了植被丰度和不透水率,并开发了一种有效增强不透水率的方法来准确地检验城市的增长。还从MODIS Terra / Aqua数据集的Landsat TM / ETM +的红外热波段中检索了地表温度(Ts),这是城市热特征分析的关键参数。基于这些参数,分析了城市增长,城市热岛效应(UHI)以及Ts与其他生物物理参数的关系。结果表明,在调查的二十年中,布加勒斯特不透水地表的大城市面积比显着增加,城市热岛和热浪事件的强度最为显着。相关分析表明,在像素尺度上,Ts与不渗透表面的百分比具有很强的正相关关系,而与区域尺度上的植被丰度则具有负相关关系。该分析提供了一个综合的研究方案,研究结果对于城市生态系统建模非常有用。

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