基于遥感影像的城市热岛容量模型及其应用——以北京地区为例
A Volume Model for Urban Heat Island Based on Remote Sensing Imagery and Its Application:A Case Study in Beijing
- 2008年第5期 页码:734-742
纸质出版日期: 2008
DOI: 10.11834/jrs.20080595
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纸质出版日期: 2008 ,
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[1]周纪,陈云浩,李京,翁齐浩,易文斌.基于遥感影像的城市热岛容量模型及其应用——以北京地区为例[J].遥感学报,2008(05):734-742.
ZHOU Ji1, CHEN Yun-hao1, LI Jing1, et al. A Volume Model for Urban Heat Island Based on Remote Sensing Imagery and Its Application:A Case Study in Beijing[J]. Journal of Remote Sensing, 2008,(5):734-742.
城市热岛的定量化分析对于客观刻画热岛的物理特征、了解其对城市人居环境质量的影响等具有重要意义。针对区域尺度上城市热岛遥感研究缺乏定量、有效衡量指标的状况
为充分反映热岛信号的空间变化特征
按照热岛检测-热岛信号函数模拟-热岛容量建模的思路
建立了城市热岛容量模型。以北京城市热岛为对象的应用实例证明该模型能够综合热岛强度和热岛面积等多方面信息
满足城市热岛定量化分析的需求。研究结果表明
由于不同主导因子的影响
北京城市热岛存在显著的昼夜和季节差异。
Along with rapid urbanization
urban heat island(UHI) has become one of the most serious urban problems
because of its impacts on the urban microclimate
air quality
energy consuming
public health and so on.With the advent of thermal remote sensing technology
remote observations of UHIs become the focus of urban remote sensing.While some progresses have been made
remote sensing study of UHI has been slow to improve qualitative description of thermal patterns and simple correlations.As a common indicator of UHI
magnitude is often used to reflect the degree of UHI occurrence
and it can be computed as the different indicator between the temperatures of urban surfaces and rural surfaces.However
the extent of UHI is often neglected when measuring an UHI as a whole.In order to explore a quantitative and more effective indicator for UHI dynamic monitoring at regional scale
aiming at deriving its spatial feature and facilitating the comparisons between different UHIs occur at different time or different areas based on remote sensing imageries such as NOAA AVHRR and Terra/Aqua MODIS data
this paper proposes a new parameter-UHI volume to integrate UHI magnitude with extent effectively.After the subtraction of the rural contribution in the land surface temperature(LST) image
the isolated UHI signature is suitable to use a least-squares Gaussian surface and then the UHI volume is calculated as a double integral of the UHI signature function over its footprint
to which the extent UHI happens.This study investigates the applicability of this volume model based on examination of thirty EOS-Terra MODIS level 1B imageries of Beijing city and its surrounding suburban areas
and the imageries were acquired between 2004—2006.These imageries include fifteen nighttime scenes
with their corresponding daytime scenes.Firstly
the resampled digital elevation model(DEM) data of the study area
the normalized difference vegetation index(NDVI) and the modified normalized difference water index(MNDWI) are used to extract the urban areas.Secondly
a simplified method is applied to retrieve the land surface temperature from MODIS channel 31 and channel 32
accounting for the land surface emissivity.Thirdly
four transects across the center of Beijing city at different directions including N-S
W-E
NW-SE and NE-SW are selected to detect the UHIs to ensure the application of the volume model is valid.The detections reveal that each of the UHI in Beijing City at different time has a single core and its spatial distribution is symmetrical as a whole
despite there are some small UHIs in the outskirts
so the volume model presented is appropriate for the UHI simulations.Results of the UHI simulations demonstrate that:(1)The correlation between the modeled UHI signatures and the corresponding true values is close
especially for the nocturnal UHIs.This fact indicates that the Gaussian is suitable and the volume model is valid for UHI simulation at regional scale in Beijing.(2)There is obvious UHI effect in both daytime and nighttime in the summer.In the spring
autumn and winter
there is UHI effect in the nighttime
while no UHI in the daytime;the UHI magnitude and volume shows that the diurnal UHI is intenser than the nocturnal UHI
and the difference of the volume between the diurnal and nocturnal UHIs seems to be stable.(3)Because of different dominant factors including natural and anthropogenic factors and their different influences
the changes of the nocturnal UHIs are complicated
especially the extents of UHIs.The UHI magnitude and volume shows that the nocturnal UHI effect is intensest in the winter
while weakest in the summer.The application in Beijing suggests that the volume model may be a promising routine to measure UHIs quantitatively based on remote sensing imageries.However
the precondition of this model urges that its applicability in other cities should be varified further.
城市热岛容量地表温度MODIS遥感
urban heat island volumeland surface temperatureMODISremote sensing
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