Potentialities of Complex Network Theory Tools for Urban Drainage Networks Analysis

Autor: A. Simone, A. Cesaro, G. Del Giudice, C. Di Cristo, O. Fecarotta
Přispěvatelé: Simone, A., Cesaro, A., Del Giudice, G., Di Cristo, C., Fecarotta, O.
Rok vydání: 2022
Předmět:
Zdroj: Water Resources Research. 58
ISSN: 1944-7973
0043-1397
DOI: 10.1029/2022wr032277
Popis: Urban drainage networks (UDNs) represent important infrastructures to protect and maintain community health and safety. For these reasons, technicians and researcher are focusing more and more on topics related to vulnerability, resilience and monitoring for controlling illicit intrusions, contaminant and pathogenic spread. In the last years the complex network theory (CNT) is attracting attention as a new, useful and structured approach to analyze urban systems. The aim of this work is to evaluate potentialities of CNT approaches for UDNs vulnerability assessment and monitoring system planning. Limits and potentialities of applicability of CNT tools to UDNs are first provided evaluating the performances of standard centrality metrics. Then, it is proposed the use of tailored metrics embedding prior information, as intrinsic relevance of each node and pipe flow direction, which derive from the Horton's hierarchy and geometric data (pipe slope), respectively, without performing hydraulic simulations. The analysis is applied on two schematic literature networks of different complexity and to a real case-study. The results suggest that vulnerability/resilience, monitoring design, contaminant and pathogenic spreads can be effectively analyzed using tailored metrics. Therefore, the proposed approach represents a complementary tool respect the more complex and computationally expensive methodologies and it is particular useful for large complex networks.
Databáze: OpenAIRE
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