Urban link travel speed dataset from a megacity road network

被引：25

作者：

Guo, Feng ^{[1
]}

Zhang, Dongqing ^{[1
]}

Dong, Yucheng ^{[1
]}

Guo, Zhaoxia ^{[1
]}

机构：

[1] Sichuan Univ, Sch Business, Chengdu 610065, Sichuan, Peoples R China

来源：

SCIENTIFIC DATA | 2019年 / 6卷 / 1期

基金：

中国国家自然科学基金;

关键词：

MODEL;

D O I：

10.1038/s41597-019-0060-3

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：

Link travel speeds in road networks are fundamental data in many research areas of traffic, transportation, and logistics. To support the research in these areas, we develop a dataset, containing the travel speeds on each road link and in different time periods together with the real road network map. The dataset is collected from a representative megacity in Western China, Chengdu. The road network of this city involves different urban road network structures. The dataset shows the realistic variations and randomness of urban link travel speeds. This enables the research of real data-driven decision-making problems in traffic, transportation and logistics areas.

引用

页数：8

共 26 条

[1] Comparative Analysis of Traffic Performance of Urban Transportation Systems [J].

Amini, Behnam ;

Peiravian, Farideddin ;

Mojarradi, Morteza ;

Derrible, Sybil .

TRANSPORTATION RESEARCH RECORD, 2016, (2594) :159-168

[2] Exploratory visualisation of congestion evolutions on urban transport networks [J].

Cheng, Tao ;

Tanaksaranond, Garavig ;

Brunsdon, Chris ;

Haworth, James .

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2013, 36 :296-306

[3] Spatio-temporal autocorrelation of road network data [J].

Cheng, Tao ;

Haworth, James ;

Wang, Jiaqiu .

JOURNAL OF GEOGRAPHICAL SYSTEMS, 2012, 14 (04) :389-413

[4] Understanding congested travel in urban areas [J].

Colak, Serdar ;

Lima, Antonio ;

Gonzalez, Marta C. .

NATURE COMMUNICATIONS, 2016, 7

[5] Speed distribution curves under mixed traffic conditions [J].

Dey, Partha Pratim ;

Chandra, Satish ;

Gangopadhaya, S. .

JOURNAL OF TRANSPORTATION ENGINEERING, 2006, 132 (06) :475-481

[6] Data-driven approaches for emissions-minimized paths in urban areas [J].

Ehmke, Jan Fabian ;

Campbell, Ann Melissa ;

Thomas, Barrett W. .

COMPUTERS & OPERATIONS RESEARCH, 2016, 67 :34-47

[7] Using temporal detrending to observe the spatial correlation of traffic [J].

Ermagun, Alireza ;

Chatterjee, Snigdhansu ;

Levinson, David .

PLOS ONE, 2017, 12 (05)

[8]

Fisher R.A., 1921, METRON, V1, P3

[9] Ridesharing: The state-of-the-art and future directions [J].

Furuhata, Masabumi ;

Dessouky, Maged ;

Ordonez, Fernando ;

Brunet, Marc-Etienne ;

Wang, Xiaoqing ;

Koenig, Sven .

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2013, 57 :28-46

[10] Trajectory-Adaptive Routing in Dynamic Networks with Dependent Random Link Travel Times [J].

Huang, He ;

Gao, Song .

TRANSPORTATION SCIENCE, 2018, 52 (01) :102-117

← 1 2 3 →