KEYWORDS: Data modeling, Nanoimprint lithography, Sustainability, Lithium, Cell phones, Autocorrelation, Global Positioning System, Data integration, Data analysis, Statistical analysis
To create more vitality and sustainable cities, enhance quality of life for residents is the key issue of urban renewal. Multi-source data is main data source with ability of integration and analysis of data from multiple sources including POI, mobile phone signaling data, GPS track data, to better understand and improve the overall health and wellbeing of urban areas. In this paper, we proposed a framework of urban vitality estimation using mobile phone signaling data and POI data by combing Moran’s I to determine the suitable analysis grid. As a result, the area of triangle made up of Old city, Baishahe, and Yangjiapu of Weifang city has a high degree of vitality, as it has both a diverse mix of land uses, and some concentration of land uses in certain areas.
Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks.
You are receiving this notice because your organization may not have SPIE eBooks access.*
*Shibboleth/Open Athens users─please
sign in
to access your institution's subscriptions.
To obtain this item, you may purchase the complete book in print or electronic format on
SPIE.org.
INSTITUTIONAL Select your institution to access the SPIE Digital Library.
PERSONAL Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.