Articles | Volume 20, issue 2
https://doi.org/10.5194/nhess-20-521-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-20-521-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
24 Feb 2020
Research article |
| 24 Feb 2020
| 24 Feb 2020
The whole is greater than the sum of its parts: a holistic graph-based assessment approach for natural hazard risk of complex systems
Marcello Arosio
CORRESPONDING AUTHOR
Department of Science, Technology and Society, Scuola Universitaria Superiore IUSS Pavia, Piazza della Vittoria 15, 27100 Pavia, Italy
Mario L. V. Martina
Department of Science, Technology and Society, Scuola Universitaria Superiore IUSS Pavia, Piazza della Vittoria 15, 27100 Pavia, Italy
Rui Figueiredo
Department of Science, Technology and Society, Scuola Universitaria Superiore IUSS Pavia, Piazza della Vittoria 15, 27100 Pavia, Italy
CONSTRUCT-LESE, Faculty of Engineering, University of Porto, Porto, Portugal
Viewed
Total article views: 6,443 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 08 Oct 2018)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 4,418 | 1,879 | 146 | 6,443 | 127 | 157 | 156 |
- HTML: 4,418
- PDF: 1,879
- XML: 146
- Total: 6,443
- Supplement: 127
- BibTeX: 157
- EndNote: 156
Total article views: 3,930 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 24 Feb 2020)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,844 | 1,005 | 81 | 3,930 | 127 | 83 | 80 |
- HTML: 2,844
- PDF: 1,005
- XML: 81
- Total: 3,930
- Supplement: 127
- BibTeX: 83
- EndNote: 80
Total article views: 2,513 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 09 Oct 2018)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,574 | 874 | 65 | 2,513 | 74 | 76 |
- HTML: 1,574
- PDF: 874
- XML: 65
- Total: 2,513
- BibTeX: 74
- EndNote: 76
Viewed (geographical distribution)
Total article views: 6,443 (including HTML, PDF, and XML)
Thereof 5,903 with geography defined
and 540 with unknown origin.
Total article views: 3,930 (including HTML, PDF, and XML)
Thereof 3,558 with geography defined
and 372 with unknown origin.
Total article views: 2,513 (including HTML, PDF, and XML)
Thereof 2,345 with geography defined
and 168 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
28 citations as recorded by crossref.
- Multi-hazard zoning for national scale population risk mapping: a pilot study in Bhutan Himalaya K. Tempa & K. Yuden 10.1186/s40677-023-00239-4
- Understanding urban resilience with the urban systems abstraction hierarchy (USAH) K. McClymont et al. 10.1016/j.scs.2022.103729
- Accounting for systemic complexity in the assessment of climate risk S. Westra & J. Zscheischler 10.1016/j.oneear.2023.05.005
- Critical infrastructure network modelling for flood risk analyses: Approach and proof of concept in Accra, Ghana R. Schotten & D. Bachmann 10.1111/jfr3.12913
- Assessment of the Disaster Resilience of Complex Systems: The Case of the Flood Resilience of a Densely Populated City M. Arosio et al. 10.3390/w13202830
- Organisational vulnerability: exploring the pathways P. Chipangura et al. 10.1108/DPM-03-2024-0065
- A review of graphical methods to map the natural hazard-to-wellbeing risk chain in a socio-ecological system J. Monge et al. 10.1016/j.scitotenv.2021.149947
- Natural hazard impacts on transport infrastructure in Russia E. Petrova 10.5194/nhess-20-1969-2020
- Built Environment Typologies Prone to Risk: A Cluster Analysis of Open Spaces in Italian Cities A. D’Amico et al. 10.3390/su13169457
- Exploring the raison d’etre behind metric selection in network analysis: a systematic review D. Morrison et al. 10.1007/s41109-022-00476-w
- The effect of wildfires on flood risk: a multi-hazard flood risk approach for the Ebro River basin, Spain S. Sutanto et al. 10.5194/nhess-24-3703-2024
- Integrating broad and deep multiple-stressor research: A framework for translating across scales and disciplines A. Santos et al. 10.1016/j.oneear.2024.09.006
- Impacts from cascading multi-hazards using hypergraphs: a case study from the 2015 Gorkha earthquake in Nepal A. Dunant et al. 10.5194/nhess-25-267-2025
- Comprehensive evaluation and optimal management of extreme disaster risk in Chinese urban agglomerations by integrating resilience risk elements and set pair analysis L. Chen et al. 10.1016/j.ijdrr.2024.104671
- Global analysis of cyclone-induced compound precipitation and wind extreme events M. Messmer & I. Simmonds 10.1016/j.wace.2021.100324
- Service Accessibility Risk (SAR) Assessment for Pluvial and Fluvial Floods in an Urban Context M. Arosio et al. 10.3390/hydrology8030142
- Integrating Critical Infrastructure Networks into Flood Risk Management R. Schotten & D. Bachmann 10.3390/su15065475
- Multi-hazard based land use planning in isolated area; learning from the experience of Pul-e-Khumri City, Afghanistan S. Alikaei et al. 10.1016/j.scs.2023.104873
- Data for critical infrastructure network modelling of natural hazard impacts: Needs and influence on model characteristics R. Schotten et al. 10.1016/j.rcns.2024.01.002
- A method to characterize the social cascading damage processes of disasters using media information H. Noguchi et al. 10.1007/s11069-021-04581-4
- Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case Study M. Arosio et al. 10.3390/w12061753
- Creating transformational change in flood resilience strategies K. McClymont et al. 10.1002/wat2.1722
- Retrieval keywords complex networks for analyzing legal complexity of stem cell research J. Yang et al. 10.1209/0295-5075/130/68001
- A review of synchronization of extreme precipitation events in monsoons from complex network perspective K. Cheung et al. 10.1016/j.jhydrol.2024.132604
- Resilience of Critical Infrastructure Systems: A Systematic Literature Review of Measurement Frameworks M. Sathurshan et al. 10.3390/infrastructures7050067
- Comments on “Economics of natural disasters and technological innovations in Africa: an empirical evidence” by Okolo, Chukwuemeka et al., DOI (10.1007/s11356-022-22989-8) K. Ha 10.1007/s11356-023-30873-2
- Are We Missing the Target? A Bias-Variance Perspective on Multi-Hazard Risk Assessment A. Dunant 10.3389/feart.2021.685301
- A framework for using event evolutionary graphs to rapidly assess the vulnerability of urban flood cascade compound disaster event networks Y. Chen et al. 10.1016/j.jhydrol.2024.131783
24 citations as recorded by crossref.
- Multi-hazard zoning for national scale population risk mapping: a pilot study in Bhutan Himalaya K. Tempa & K. Yuden 10.1186/s40677-023-00239-4
- Understanding urban resilience with the urban systems abstraction hierarchy (USAH) K. McClymont et al. 10.1016/j.scs.2022.103729
- Accounting for systemic complexity in the assessment of climate risk S. Westra & J. Zscheischler 10.1016/j.oneear.2023.05.005
- Critical infrastructure network modelling for flood risk analyses: Approach and proof of concept in Accra, Ghana R. Schotten & D. Bachmann 10.1111/jfr3.12913
- Assessment of the Disaster Resilience of Complex Systems: The Case of the Flood Resilience of a Densely Populated City M. Arosio et al. 10.3390/w13202830
- Organisational vulnerability: exploring the pathways P. Chipangura et al. 10.1108/DPM-03-2024-0065
- A review of graphical methods to map the natural hazard-to-wellbeing risk chain in a socio-ecological system J. Monge et al. 10.1016/j.scitotenv.2021.149947
- Natural hazard impacts on transport infrastructure in Russia E. Petrova 10.5194/nhess-20-1969-2020
- Built Environment Typologies Prone to Risk: A Cluster Analysis of Open Spaces in Italian Cities A. D’Amico et al. 10.3390/su13169457
- Exploring the raison d’etre behind metric selection in network analysis: a systematic review D. Morrison et al. 10.1007/s41109-022-00476-w
- The effect of wildfires on flood risk: a multi-hazard flood risk approach for the Ebro River basin, Spain S. Sutanto et al. 10.5194/nhess-24-3703-2024
- Integrating broad and deep multiple-stressor research: A framework for translating across scales and disciplines A. Santos et al. 10.1016/j.oneear.2024.09.006
- Impacts from cascading multi-hazards using hypergraphs: a case study from the 2015 Gorkha earthquake in Nepal A. Dunant et al. 10.5194/nhess-25-267-2025
- Comprehensive evaluation and optimal management of extreme disaster risk in Chinese urban agglomerations by integrating resilience risk elements and set pair analysis L. Chen et al. 10.1016/j.ijdrr.2024.104671
- Global analysis of cyclone-induced compound precipitation and wind extreme events M. Messmer & I. Simmonds 10.1016/j.wace.2021.100324
- Service Accessibility Risk (SAR) Assessment for Pluvial and Fluvial Floods in an Urban Context M. Arosio et al. 10.3390/hydrology8030142
- Integrating Critical Infrastructure Networks into Flood Risk Management R. Schotten & D. Bachmann 10.3390/su15065475
- Multi-hazard based land use planning in isolated area; learning from the experience of Pul-e-Khumri City, Afghanistan S. Alikaei et al. 10.1016/j.scs.2023.104873
- Data for critical infrastructure network modelling of natural hazard impacts: Needs and influence on model characteristics R. Schotten et al. 10.1016/j.rcns.2024.01.002
- A method to characterize the social cascading damage processes of disasters using media information H. Noguchi et al. 10.1007/s11069-021-04581-4
- Indirect Impact Assessment of Pluvial Flooding in Urban Areas Using a Graph-Based Approach: The Mexico City Case Study M. Arosio et al. 10.3390/w12061753
- Creating transformational change in flood resilience strategies K. McClymont et al. 10.1002/wat2.1722
- Retrieval keywords complex networks for analyzing legal complexity of stem cell research J. Yang et al. 10.1209/0295-5075/130/68001
- A review of synchronization of extreme precipitation events in monsoons from complex network perspective K. Cheung et al. 10.1016/j.jhydrol.2024.132604
4 citations as recorded by crossref.
- Resilience of Critical Infrastructure Systems: A Systematic Literature Review of Measurement Frameworks M. Sathurshan et al. 10.3390/infrastructures7050067
- Comments on “Economics of natural disasters and technological innovations in Africa: an empirical evidence” by Okolo, Chukwuemeka et al., DOI (10.1007/s11356-022-22989-8) K. Ha 10.1007/s11356-023-30873-2
- Are We Missing the Target? A Bias-Variance Perspective on Multi-Hazard Risk Assessment A. Dunant 10.3389/feart.2021.685301
- A framework for using event evolutionary graphs to rapidly assess the vulnerability of urban flood cascade compound disaster event networks Y. Chen et al. 10.1016/j.jhydrol.2024.131783
Latest update: 04 Mar 2025
Short summary
Assessing the risk of complex systems to natural hazards is an important and challenging problem. In today’s socio-technological world, the connections and interdependencies between exposed elements are crucial. These complex relations call for a paradigm shift in collective risk assessment. This paper proposes a holistic, graph-based approach for assessing the risk of complex systems. The feasibility of the approach is discussed by an application to a pilot study in Mexico City.
Assessing the risk of complex systems to natural hazards is an important and challenging...
Altmetrics
Final-revised paper
Preprint