共 42 条
Unraveling the origin of exponential law in intra-urban human mobility
被引:123
作者:

Liang, Xiao
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机构:
Beihang Univ, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China Beihang Univ, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China

Zhao, Jichang
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h-index: 0
机构:
Beihang Univ, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China Beihang Univ, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China

Dong, Li
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机构:
Beihang Univ, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China Beihang Univ, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China

Xu, Ke
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机构:
Beihang Univ, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China Beihang Univ, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China
机构:
[1] Beihang Univ, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China
来源:
基金:
国家高技术研究发展计划(863计划);
关键词:
FLIGHT SEARCH PATTERNS;
SCALING LAWS;
LEVY;
MOVEMENT;
MODEL;
D O I:
10.1038/srep02983
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
The vast majority of travel takes place within cities. Recently, new data has become available which allows for the discovery of urban mobility patterns which differ from established results about long distance travel. Specifically, the latest evidence increasingly points to exponential trip length distributions, contrary to the scaling laws observed on larger scales. In this paper, in order to explore the origin of the exponential law, we propose a new model which can predict individual flows in urban areas better. Based on the model, we explain the exponential law of intra-urban mobility as a result of the exponential decrease in average population density in urban areas. Indeed, both empirical and analytical results indicate that the trip length and the population density share the same exponential decaying rate.
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页数:7
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