Population Distributions of Age Groups and Their Influencing Factors Based on Mobile Phone Location Data: A Case Study of Beijing, China
文献类型：期刊论文
| 作者 | Wang, Wenlai1,2; Pei, Tao1,2,3; Chen, Jie1; Song, Ci1; Wang, Xi1; Shu, Hua1; Ma, Ting1,2; Du, Yunyan1,2 |
| 刊名 | SUSTAINABILITY
 |
| 出版日期 | 2019-12-02 |
| 卷号 | 11期号:24页码:19 |
| 关键词 | population distribution age groups influencing factors mobile phone location data |
| DOI | 10.3390/su11247033 |
| 通讯作者 | Pei, Tao(peit@lreis.ac.cn) |
| 英文摘要 | The fine-grained population distributions of different age groups are crucial for urban planning applications. With the development of information and communication technology (ICT), detailed population data retrieved from various big data sources, especially on a fine scale, have been extensively used for urban planning. However, studies estimating the detailed population distributions of different age groups are still lacking. This study constructs a framework to generate fine-grained population data for different age groups and explores the influence of various factors on the distributions of different age groups. The population is divided into the following four age groups: (1) early adulthood people: 18 <= age <= 24, (2) young people: 25 <= age <= 39, (3) middle-aged people: 40 <= age <= 59, and (4) elderly people: 60 <= age. The results indicate that education and accommodation factors have a major influence on the distributions of early adulthood and elderly people, respectively. Business, restaurant, and accommodation factors are the main factors influencing the population distributions of young and middle-aged people. The accommodation factor plays a major controlling role at night, and its explanatory power gradually decreases during the day, while the explanatory powers of the business and restaurant factors increase and become leading factors during the day. Specifically, the hospital factor has a greater effect on the distribution of elderly people. The entertainment factor has very little explanatory power for the population distributions of the different age groups. |
| WOS关键词 | SPACE ; GENDER ; CITIES |
| 资助项目 | National Natural Science Foundation of China[41590845] ; National Natural Science Foundation of China[41525004] ; National Natural Science Foundation of China[41421001] |
| WOS研究方向 | Science & Technology - Other Topics ; Environmental Sciences & Ecology |
| 语种 | 英语 |
| WOS记录号 | WOS:000506899000141 |
| 出版者 | MDPI |
| 资助机构 | National Natural Science Foundation of China |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/131598]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Pei, Tao |
| 作者单位 | 1.Chinese Acad Sci, State Key Lab Resources & Environm Informat Syst, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing 210023, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Wenlai,Pei, Tao,Chen, Jie,et al. Population Distributions of Age Groups and Their Influencing Factors Based on Mobile Phone Location Data: A Case Study of Beijing, China[J]. SUSTAINABILITY,2019,11(24):19. |
| APA | Wang, Wenlai.,Pei, Tao.,Chen, Jie.,Song, Ci.,Wang, Xi.,...&Du, Yunyan.(2019).Population Distributions of Age Groups and Their Influencing Factors Based on Mobile Phone Location Data: A Case Study of Beijing, China.SUSTAINABILITY,11(24),19. |
| MLA | Wang, Wenlai,et al."Population Distributions of Age Groups and Their Influencing Factors Based on Mobile Phone Location Data: A Case Study of Beijing, China".SUSTAINABILITY 11.24(2019):19. |
入库方式： OAI收割
来源：地理科学与资源研究所
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