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首页> 外文期刊>International journal of remote sensing >Comparing surface- and canopy-layer urban heat islands over Beijing using MODIS data
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Comparing surface- and canopy-layer urban heat islands over Beijing using MODIS data

机译:使用MODIS数据比较北京地表和冠层的城市热岛

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摘要

The canopy-layer urban heat island (CLHI) and the surface-layer urban heat island (SLHI) of Beijing, the capital city of China, were compared on the spatial scale of a city and the temporal scale of a year in this study. A differential temperature vegetation index (DTVX) method was improved by suggesting a new parameterization scheme for estimating daytime air temperature (T-a); a binary linear regression equation was developed for estimating night-time T-a from Moderate Resolution Imaging Spectroradiometer (MODIS) land-surface temperature (T-s) and vegetation indices data during 2009-2010. Validations using weather station observations show that the spatially distributed T-a can be obtained with an accuracy of approximately 2 K. Comparisons between the CLHI and the SLHI indicate that the CLHI agrees well with the SLHI during night-time, but they have a greater difference during daytime either in heat island intensity or in spatial distribution pattern. The SLHI-CLHI intensity difference during daytime has a noticeable seasonal variation, which is small and negative in cold seasons, but large and positive in warm seasons, whereas that at night-time has no significant seasonal variations. The difference in the evapotranspiration cooling effects between urban and rural areas may be the predominant factor that drives the SLHI-CLHI difference.
机译:本文比较了中国首都北京的树冠层城市热岛(CLHI)和表层城市热岛(SLHI),以城市的空间规模和一年的时间尺度进行了比较。通过提出一种新的参数化方案来估算白天的气温(T-a),改进了温差植被指数(DTVX)方法。开发了一个二元线性回归方程,用于从中分辨率成像光谱仪(MODIS)地表温度(T-s)和植被指数数据中估算2009-2010年的夜间T-a。使用气象站观测资料进行的验证表明,可以获得大约2 K的精度的空间分布Ta。CLHI和SLHI之间的比较表明,CLHI在夜间与SLHI吻合得很好,但是在夜间,它们的差异更大白天,无论是热岛强度还是空间分布方式。白天的SLHI-CLHI强度差异具有明显的季节变化,在寒冷季节较小且为负,而在温暖季节较大且为正,而夜间则无明显季节变化。城乡之间蒸发蒸腾冷却效果的差异可能是导致SLHI-CLHI差异的主要因素。

著录项

  • 来源
    《International journal of remote sensing 》 |2015年第22期| 5448-5465| 共18页
  • 作者单位

    China Univ Min & Technol, Coll Geosci & Surveying Engn, Beijing, Peoples R China;

    Beijing Normal Univ, Coll Resources Sci & Technol, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China;

    Nanjing Univ, Int Inst Earth Syst Sci, Jiangsu Prov Key Lab Geog Informat Sci & Technol, Nanjing 210008, Jiangsu, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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