Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case Study
This paper presents the application of a graph-based methodology for the assessment of flood impacts in an urban context. In this methodology, exposed elements are organized as nodes on a graph, which is used to propagate impacts from directly affected nodes to other nodes across graph links. Compar...
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doaj-80e89e2f63824f1db3db30b7ad7a3adc2020-11-25T02:58:42ZengMDPI AGWater2073-44412020-06-01121753175310.3390/w12061753Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case StudyMarcello Arosio0Mario L. V. Martina1Enrico Creaco2Rui Figueiredo3Department of Sciences, Technologies and Society, Scuola Universitaria Superiore IUSS Pavia, 27100 Pavia, ItalyDepartment of Sciences, Technologies and Society, Scuola Universitaria Superiore IUSS Pavia, 27100 Pavia, ItalyDepartment of Civil Engineering and Architecture, Università degli Studi di Pavia, 27100 Pavia, ItalyCONSTRUCT-LESE Institute of R&D in Structures and Construction—Laboratory of Earthquake and Structural Engineering, Faculty of Engineering, University of Porto, 4200-465 Porto, PortugalThis paper presents the application of a graph-based methodology for the assessment of flood impacts in an urban context. In this methodology, exposed elements are organized as nodes on a graph, which is used to propagate impacts from directly affected nodes to other nodes across graph links. Compared to traditional approaches, the main advantage of the adopted methodology lies in the possibility of identifying and understanding indirect impacts and cascading effects. The application case concerns floods numerically reconstructed in Mexico City in response to rainfall events of increasing return periods. The hazard reconstruction was carried out by using a simplified hydrological/hydraulic model of the urban drainage system, implemented in EPASWMM, the Storm Water Management Model developed by the United States Environmental Protection Agency. The paper shows how the impacts are propagated along different orders of the impact chain for each return period and compares the risk curves between direct and indirect impact. It also highlights the extent to which the reduction in demand of services from consumers and the loss of services from suppliers are respectively contributing to the final indirect impacts. Finally, it illustrates how different impact mitigation measures can be formulated based on systemic information provided by the analysis of graph properties and taking into account indirect impacts.https://www.mdpi.com/2073-4441/12/6/1753pluvial floodindirect impactsrisk assessmentgraph analysisflood mitigationMexico City |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Marcello Arosio Mario L. V. Martina Enrico Creaco Rui Figueiredo |
spellingShingle |
Marcello Arosio Mario L. V. Martina Enrico Creaco Rui Figueiredo Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case Study Water pluvial flood indirect impacts risk assessment graph analysis flood mitigation Mexico City |
author_facet |
Marcello Arosio Mario L. V. Martina Enrico Creaco Rui Figueiredo |
author_sort |
Marcello Arosio |
title |
Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case Study |
title_short |
Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case Study |
title_full |
Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case Study |
title_fullStr |
Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case Study |
title_full_unstemmed |
Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case Study |
title_sort |
indirect impact assessment of pluvial flooding in urban areas using a graph-based approach: the mexico city case study |
publisher |
MDPI AG |
series |
Water |
issn |
2073-4441 |
publishDate |
2020-06-01 |
description |
This paper presents the application of a graph-based methodology for the assessment of flood impacts in an urban context. In this methodology, exposed elements are organized as nodes on a graph, which is used to propagate impacts from directly affected nodes to other nodes across graph links. Compared to traditional approaches, the main advantage of the adopted methodology lies in the possibility of identifying and understanding indirect impacts and cascading effects. The application case concerns floods numerically reconstructed in Mexico City in response to rainfall events of increasing return periods. The hazard reconstruction was carried out by using a simplified hydrological/hydraulic model of the urban drainage system, implemented in EPASWMM, the Storm Water Management Model developed by the United States Environmental Protection Agency. The paper shows how the impacts are propagated along different orders of the impact chain for each return period and compares the risk curves between direct and indirect impact. It also highlights the extent to which the reduction in demand of services from consumers and the loss of services from suppliers are respectively contributing to the final indirect impacts. Finally, it illustrates how different impact mitigation measures can be formulated based on systemic information provided by the analysis of graph properties and taking into account indirect impacts. |
topic |
pluvial flood indirect impacts risk assessment graph analysis flood mitigation Mexico City |
url |
https://www.mdpi.com/2073-4441/12/6/1753 |
work_keys_str_mv |
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