Understanding Spatiotemporal Patterns of Human Convergence and Divergence Using Mobile Phone Location Data
文献类型：期刊论文
| 作者 | Xiping Yang; Zhixiang Fang; Yang Xu; Shih-Lung Shaw; Zhiyuan Zhao; Ling Yin; Tao Zhang; Yunong Lin |
| 刊名 | ISPRS International Journal of Geo-Information
 |
| 出版日期 | 2016 |
| 英文摘要 | Investigating human mobility patterns can help researchers and agencies understand the driving forces of human movement, with potential benefits for urban planning and traffic management. Recent advances in location-aware technologies have provided many new data sources (e.g., mobile phone and social media data) for studying human space-time behavioral regularity. Although existing studies have utilized these new datasets to characterize human mobility patterns from various aspects, such as predicting human mobility and monitoring urban dynamics, few studies have focused on human convergence and divergence patterns within a city. This study aims to explore human spatial convergence and divergence and their evolutions over time using large-scale mobile phone location data. Using a dataset from Shenzhen, China, we developed a method to identify spatiotemporal patterns of human convergence and divergence. Eight distinct patterns were extracted, and the spatial distributions of these patterns are discussed in the context of urban functional regions. Thus, this study investigates urban human convergence and divergence patterns and their relationships with the urban functional environment, which is helpful for urban policy development, urban planning and traffic management. |
| 收录类别 | SCI |
| 原文出处 | http://www.mdpi.com/2220-9964/5/10/177/html |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/10201]  |
| 专题 | 深圳先进技术研究院_数字所 |
| 作者单位 | ISPRS International Journal of Geo-Information |
| 推荐引用方式 GB/T 7714 | Xiping Yang,Zhixiang Fang,Yang Xu,et al. Understanding Spatiotemporal Patterns of Human Convergence and Divergence Using Mobile Phone Location Data[J]. ISPRS International Journal of Geo-Information,2016. |
| APA | Xiping Yang.,Zhixiang Fang.,Yang Xu.,Shih-Lung Shaw.,Zhiyuan Zhao.,...&Yunong Lin.(2016).Understanding Spatiotemporal Patterns of Human Convergence and Divergence Using Mobile Phone Location Data.ISPRS International Journal of Geo-Information. |
| MLA | Xiping Yang,et al."Understanding Spatiotemporal Patterns of Human Convergence and Divergence Using Mobile Phone Location Data".ISPRS International Journal of Geo-Information (2016). |
入库方式： OAI收割
来源：深圳先进技术研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。