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Local climate zones classification method from Copernicus land monitoring service datasets: An ArcGIS-based toolbox

机译:来自Copernicus Land Monitoring服务数据集的本地气候区分类方法:基于ArcGIS的工具箱

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摘要

Local Climate Zones (LCZ) have become a worldwide standard for identifying land cover classes, according to their climate-relevant morphological parameters. The LCZ's are mostly used to evaluate urban climate performance, particularly the relationship between the urban heat island effect (UHI) and the characteristics of the built-up environment. The World Urban Database and Access Portal Tools (WUDAPT) has provided a supervised LCZ classification method based only on moderate resolution free satellite imagery, mostly Landsat 7 or 8 (30 m pixel size, in the visible spectrum brands); however, its’ results are less accurate for European cities. Conversely, alternative geographic information system (GIS)-based methods developed so far require information that is hardly available to all, such as building footprints or heights. Here, the ArcGIS based LCZ from Copernicus Toolbox (LCZC) provides an alternative classification method that uses only freely accessible information from the Copernicus Land Monitoring Service (CLMS), being possible to replicate it in 800 European urban locations. The method combines Urban Atlas (UA) and Corine Land Cover (CLC) with Tree Cover Density, Dominant Leaf Type and Grassland information, to produce a higher-resolution baseline shapefile that is classified according to each feature's dominant characteristics. The LCZC toolbox output is a LCZ raster map. It has been validated in five European cities: Athens, Barcelona, Lisbon, Marseille, and Naples.
机译:当地气候带(LCZ)已经成为确定土地覆盖类别的全球标准,根据其与气候相关的形态参数。该LCZ的大部分被用于评估城市气候的性能,尤其是城市热岛效应(UHI)和建成环境的特性之间的关系。世界城市数据库和访问门户工具(WUDAPT)提供了仅基于中等分辨率自由卫星图像有监督LCZ分类方法,大多是陆地卫星7或8(30米像素尺寸,在可见光谱中的品牌);然而,它的业绩是欧洲城市不太准确。相反,替代的地理信息系统(GIS)为基础的方法,迄今开发要求几乎适用于所有信息,如建筑物轮廓或高度。在这里,从ArcGIS的哥白尼工具箱(LCZC)基于LCZ提供了另一种分类方法是使用从哥白尼土地监测服务(CLMS)只可以自由进出的信息,是可以复制它在800个欧洲城市地区。该方法结合城市地图集(UA)与CORINE土地覆盖(CLC)与树木覆盖密度,主导叶型和草原信息,以产生是根据每个要素的主要特征特性分类的更高分辨率的基线shape文件。所述LCZC工具箱输出是LCZ栅格地图。雅典,巴塞罗那,里斯本,马赛和那不勒斯:它已在5个欧洲城市进行了验证。

著录项

  • 期刊名称 MethodsX
  • 作者单位
  • 年(卷),期 2020(-1),-1
  • 年度 2020
  • 页码 -1
  • 总页数 10
  • 原文格式 PDF
  • 正文语种
  • 中图分类
  • 关键词

    机译:局部气候区;ArcGIS工具箱;土地覆盖分类;哥白尼;城市地图集;柯林机陆地覆盖;城市气候;

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