A New Approach for Detecting Urban Centers and Their Spatial Structure With Nighttime Light Remote Sensing

被引:184
作者
Chen, Zuoqi [1 ,2 ,3 ]
Yu, Bailang [1 ]
Song, Wei [4 ]
Liu, Hongxing [2 ,3 ]
Wu, Qiusheng [5 ]
Shi, Kaifang [1 ,2 ]
Wu, Jianping [1 ,2 ]
机构
[1] East China Normal Univ, Key Lab Geog Informat Sci, Minist Educ, Shanghai 200241, Peoples R China
[2] East China Normal Univ, Sch Geog Sci, Shanghai 200241, Peoples R China
[3] Univ Cincinnati, Dept Geog, Cincinnati, OH 45221 USA
[4] Univ Louisville, Dept Geog & Geosci, Louisville, KY 40292 USA
[5] SUNY Binghamton, Dept Geog, Binghamton, NY 13902 USA
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2017年 / 55卷 / 11期
基金
中国国家自然科学基金; 上海市自然科学基金;
关键词
Localized contour tree; National Polar-Orbiting Partnership-Visible Infrared Imaging Radiometer Suite (NPP-VIIRS); nighttime light (NTL) data; polycentric urban structure; topography; topological relation; ELECTRIC-POWER CONSUMPTION; LOS-ANGELES REGION; SATELLITE IMAGERY; EMPLOYMENT SUBCENTERS; METROPOLITAN-AREAS; COMPOSITE DATA; CHINA CITIES; POPULATION; POLYCENTRICITY; CITY;
D O I
10.1109/TGRS.2017.2725917
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Urban spatial structure affects many aspects of urban functions and has implications for accessibility, environmental sustainability, and public expenditures. During the urbanization process, a careful and efficient examination of the urban spatial structure is crucial. Different from the traditional approach that relies on population or employment census data, this research exploits the nighttime light (NTL) intensity of the earth surface recorded by satellite sensors. The NTL intensity is represented as a continuous mathematical surface of human activities, and the elemental features of urban structures are identified by analogy with earth's topography. We use a topographical metaphor of a mount to identify an urban center or subcenter and the surface slope to indicate an urban land-use intensity gradient. An urban center can be defined as a continuous area with higher concentration or density of employments and human activities. We successfully identified 33 urban centers, delimited their corresponding boundaries, and determined their spatial relations for Shanghai metropolitan area, by developing a localized contour tree method. In addition, several useful properties of the urban centers have been derived, such as 9% of Shanghai administrative area has become urban centers. We believe that this method is applicable to other metropolitan regions at different spatial scales.
引用
收藏
页码:6305 / 6319
页数:15
相关论文
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