GSTDTAP  > 资源环境科学
DOI10.1016/j.landurbplan.2017.05.023
Mapping urban form and function at city block level using spatial metrics
Vanderhaegen, Sven; Canters, Frank
2017-11-01
发表期刊LANDSCAPE AND URBAN PLANNING
ISSN0169-2046
EISSN1872-6062
出版年2017
卷号167
文章类型Article
语种英语
国家Belgium
英文摘要

This paper focuses on the potential of urban metrics describing the presence and the configuration of built-up and open space areas for mapping distinct types of urban form and function at city block level. Next to traditional, patch-based metrics used in landscape ecology, alternative metrics are proposed, measuring the presence and the spatial arrangement of built-up and open space areas along a set of radial transects, along contours parallel to the urban block boundary and along the block's perimeter, as well as metrics describing the internal composition of the built-up area. Use of the proposed metrics for identifying different types of urban form and function was tested on the Brussels Capital Region. Large-scale vector data was used to define built-up structures and to analyse the morphological properties of the built-up area at block level. Decision tree classification was applied in conjunction with bootstrap aggregation to gain insight in the distinctive character of the defined metrics, and the robustness of land use and urban form classification based on these metrics. Our study points out the shortcomings of traditional landscape ecological metrics for mapping urban form and emphasizes the need for alternative approaches for analysing urban landscapes, more explicitly describing the morphological characteristics of the urban fabric.


英文关键词Urban form Urban function Land use Spatial metrics Machine learning Brussels Capital Region
领域资源环境
收录类别SCI-E ; SSCI
WOS记录号WOS:000412959400038
WOS关键词LAND-USE ; GROWTH ; SCENARIOS ; ALGARVE ; PATTERN ; REGION ; AREAS
WOS类目Ecology ; Environmental Studies ; Geography ; Geography, Physical ; Regional & Urban Planning ; Urban Studies
WOS研究方向Environmental Sciences & Ecology ; Geography ; Physical Geography ; Public Administration ; Urban Studies
引用统计
被引频次:102[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/24882
专题资源环境科学
作者单位Vrije Univ Bnissel, Cartog & GIS Res Grp, Pl Laan 2, B-1050 Brussels, Belgium
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Vanderhaegen, Sven,Canters, Frank. Mapping urban form and function at city block level using spatial metrics[J]. LANDSCAPE AND URBAN PLANNING,2017,167.
APA Vanderhaegen, Sven,&Canters, Frank.(2017).Mapping urban form and function at city block level using spatial metrics.LANDSCAPE AND URBAN PLANNING,167.
MLA Vanderhaegen, Sven,et al."Mapping urban form and function at city block level using spatial metrics".LANDSCAPE AND URBAN PLANNING 167(2017).
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