Using nighttime light data to identify the structure of polycentric cities and evaluate urban centers

The Size, Scale, and Shape of Cities

Michael Batty · Science · 2008 · 1.4K citations

Social Sciences, Urban Planning, Urban Studies +17

A technique for using composite DMSP/OLS “City Lights” satellite data to map urban area

Marc L. Imhoff, William T. Lawrence, David Stutzer et al. · Remote Sensing of Environment · 1997 · 611 citations

Computing, Geography, Geoinformatics +11

Urban land-use mapping using a deep convolutional neural network with high spatial resolution multispectral remote sensing imagery

Bo Huang, Bei Zhao, Yimeng Song · Remote Sensing of Environment · 2018 · 584 citations

Computing, Geoinformatics, Urban Planning +16

Advances in using multitemporal night-time lights satellite imagery to detect, estimate, and monitor socioeconomic dynamics

Mia M. Bennett, L. C. Smith · Remote Sensing of Environment · 2017 · 512 citations

Computing, Geoinformatics, Geographic Information Systems +13

Nonparametric Employment Subcenter Identification

Daniel P. McMillen · Journal of Urban Economics · 2001 · 447 citations

Social Sciences, Economics, Labor Economics +5