LSE LSE Research Laboratory LSE
LSE Research Laboratory (RLAB)

Abstract for:

The Geography of City Liveliness and Land Use Configurations: Evidence from Location-Based Big Data in Beijing

Chengyu  Li,  Mark  Wang,  Jianghao  Wang,  Wenjie  Wu,  July 2016
Paper No' SERCDP0201: | Full paper (pdf)
Save Reference as: BibTeX BibTeX File | Endote EndNote Import File
Keywords: big data, GTWR, local linear estimator, city liveliness, land use, China

JEL Classification: C14; P25

Is hard copy/paper copy available? YES - Paper Copy Still In Print.
This Paper is published under the following series: SERC Discussion Papers
Share this page: Google Bookmarks Google Bookmarks | Facebook Facebook | Twitter Twitter


This paper explores the complexity in the connection between city liveliness and land use configurations for housing and consumption amenities. The sources of this complexity are captured by an integrated spatial and temporal non-stationary modelling approach that uses local linear methods to estimate heterogeneous dynamics of the spatial-temporal process. City liveliness is measured by aggregated space-time human activity intensities using mobile phone positioning data from Beijing. We find that the land use configurations for housing amenities contribute little to city liveliness, whereas consumption amenities play a significant role in attracting human activity intensities. However, such effects vary substantially over space and during a 24-hour life span. These results provide the estimates of the changes in hourly human activity distribution that would influence the form of social engagement, development patterns, and public investment policy.