Generic patterns in the evolution of urban water networks: Evidence from a large Asian city

被引:25
|
作者
Krueger, Elisabeth [1 ,2 ]
Klinkhamer, Christopher [1 ]
Urich, Christian [3 ]
Zhan, Xianyuan [1 ]
Rao, P. Suresh C. [1 ,4 ]
机构
[1] Purdue Univ, Lyles Sch Civil Engn, 550 Stadium Mall Dr, W Lafayette, IN 47907 USA
[2] UFZ Helmholtz Ctr Environm Res, Permoserstr 15, D-04318 Leipzig, Germany
[3] Monash Univ, Dept Civil Engn, Monash Infrastruct MI Res Inst, 23 Coll Walk, Clayton, Vic 3800, Australia
[4] Purdue Univ, Dept Agron, W Lafayette, IN 47907 USA
关键词
STREET NETWORKS; ORGANIZATION; TOPOLOGY;
D O I
10.1103/PhysRevE.95.032312
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We examine high-resolution urban infrastructure data using every pipe for the water distribution network (WDN) and sanitary sewer network (SSN) in a large Asian city (approximate to 4 million residents) to explore the structure as well as the spatial and temporal evolution of these infrastructure networks. Network data were spatially disaggregated into multiple subnets to examine intracity topological differences for functional zones of the WDN and SSN, and time-stamped SSN data were examined to understand network evolution over several decades as the city expanded. Graphs were generated using a dual-mapping technique (Hierarchical Intersection Continuity Negotiation), which emphasizes the functional attributes of these networks. Network graphs for DNs and SSNs are characterized by several network topological metrics, and a double Pareto (power-law) model approximates the node-degree distributions of both water infrastructure networks (WDN and SSN), across spatial and hierarchical scales relevant to urban settings, and throughout their temporal evolution over several decades. These results indicate that generic mechanisms govern the networks' evolution, similar to those of scale-free networks found in nature. Deviations from the general topological patterns are indicative of (1) incomplete establishment of network hierarchies and functional network evolution, (2) capacity for growth (expansion) or densification(e.g., in-fill), and (3) likely network vulnerabilities. We discuss the implications of our findings for the (re-)design of urban infrastructure networks to enhance their resilience to external and internal threats.
引用
下载
收藏
页数:12
相关论文
共 50 条
  • [41] The smart city: a new solution to urban shrinkage? Evidence from China
    Han, Zixuan
    Peng, Kangjun
    Mi, Jianing
    Li, Bin
    JOURNAL OF ASIAN PUBLIC POLICY, 2024, 17 (01) : 160 - 179
  • [42] Changing urban phosphorus metabolism: Evidence from Longyan City, China
    Cui, Shenghui
    Xu, Su
    Huang, Wei
    Bai, Xuemei
    Huang, Yunfeng
    Li, Guilin
    SCIENCE OF THE TOTAL ENVIRONMENT, 2015, 536 : 924 - 932
  • [43] Impacts of Urban Rail Transit on City Growth: Evidence from China
    Tao, Zhibin
    Feng, Xuesong
    Li, Kemeng
    Shi, Ruolin
    URBAN RAIL TRANSIT, 2022, 8 (02) : 121 - 133
  • [44] Local Traffic Patterns Extraction with Network-Wide Consistency in Large Urban Networks
    Hernandez, Yaroslav
    Djukic, Tamara
    Casas, Jordi
    INTERNATIONAL SYMPOSIUM OF TRANSPORT SIMULATION (ISTS'18) AND THE INTERNATIONAL WORKSHOP ON TRAFFIC DATA COLLECTION AND ITS STANDARDIZATION (IWTDCS'18) - EMERGING TRANSPORT TECHNOLOGIES FOR NEXT GENERATION MOBILITY, 2018, 34 : 259 - 266
  • [45] Revealing Contact Interval Patterns in Large Scale Urban Vehicular Ad Hoc Networks
    Li, Yong
    Jin, Depeng
    Hui, Pan
    Su, Li
    Zeng, Lieguang
    ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2012, 42 (04) : 299 - 300
  • [46] Using Convolutional Networks and Satellite Imagery to Identify Patterns in Urban Environments at a Large Scale
    Albert, Adrian
    Kaur, Jasleen
    Gonzalez, Marta C.
    KDD'17: PROCEEDINGS OF THE 23RD ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2017, : 1357 - 1366
  • [47] Evolution of Asian Interior Arid-Zone Biota: Evidence from the Diversification of Asian Zygophyllum (Zygophyllaceae)
    Wu, Sheng-Dan
    Lin, Li
    Li, Hong-Lei
    Yu, Sheng-Xiang
    Zhang, Lin-Jing
    Wang, Wei
    PLOS ONE, 2015, 10 (09):
  • [48] Rural-urban migration, inequality and urban social disorder: Evidence from African and Asian cities
    Ostby, Gudrun
    CONFLICT MANAGEMENT AND PEACE SCIENCE, 2016, 33 (05) : 491 - 515
  • [49] Evolution of acute hepatitis C virus infection in a large European city: Trends and new patterns
    Garriga, Cesar
    Manzanares-Laya, Sandra
    Garcia de Olalla, Patricia
    Gorrindo, Pilar
    Lens, Sabela
    Sola, Ricard
    Martinez-Rebollar, Maria
    Laguno, Montserrat
    Navarro, Jordi
    Torras, Xavier
    Gurgui, Merce
    Barbera, Maria-Jesus
    Quer, Josep
    Masdeu, Eva
    Simon, Pere
    Ros, Miriam
    de Andres, Anna
    Cayla, Joan A.
    PLOS ONE, 2017, 12 (11):
  • [50] The territoriality of the network economy and urban networks: evidence from flanders
    Cabus, P
    Vanhaverbeke, W
    ENTREPRENEURSHIP AND REGIONAL DEVELOPMENT, 2006, 18 (01): : 25 - 53