Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation

Climate change has already led to a wide range of impacts on our society, the economy and the environment.According to future scenarios, mountain regions are highly vulnerable to climate impacts, including changes in the water cycle (e.g. rainfall extremes, melting of glaciers, river runoff), loss o...

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Published in:Journal of Environmental Management
Main Authors: Terzi, Stefano, Torresan, Silvia, Schneiderbauer, Stefan, Critto, Andrea, Zebisch, Marc, Marcomini, Antonio
Format: Article in Journal/Newspaper
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10278/3714405
https://doi.org/10.1016/j.jenvman.2018.11.100
https://www.sciencedirect.com/science/article/pii/S0301479718313653?via=ihub
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spelling ftuniveneziairis:oai:iris.unive.it:10278/3714405 2024-04-21T08:10:22+00:00 Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation Terzi, Stefano Torresan, Silvia Schneiderbauer, Stefan Critto, Andrea Zebisch, Marc Marcomini, Antonio Terzi, Stefano Torresan, Silvia Schneiderbauer, Stefan Critto, Andrea Zebisch, Marc Marcomini, Antonio 2019 STAMPA http://hdl.handle.net/10278/3714405 https://doi.org/10.1016/j.jenvman.2018.11.100 https://www.sciencedirect.com/science/article/pii/S0301479718313653?via=ihub eng eng info:eu-repo/semantics/altIdentifier/pmid/30529418 info:eu-repo/semantics/altIdentifier/wos/WOS:000459845200083 volume:232 firstpage:759-771 lastpage:771 journal:JOURNAL OF ENVIRONMENTAL MANAGEMENT http://hdl.handle.net/10278/3714405 doi:10.1016/j.jenvman.2018.11.100 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85059297279 https://www.sciencedirect.com/science/article/pii/S0301479718313653?via=ihub info:eu-repo/semantics/openAccess Agent-based model Bayesian network Climate change adaptation Event tree Multi-risk assessment System dynamic modelling Settore CHIM/12 - Chimica dell'Ambiente e dei Beni Culturali info:eu-repo/semantics/article 2019 ftuniveneziairis https://doi.org/10.1016/j.jenvman.2018.11.100 2024-03-28T01:24:22Z Climate change has already led to a wide range of impacts on our society, the economy and the environment.According to future scenarios, mountain regions are highly vulnerable to climate impacts, including changes in the water cycle (e.g. rainfall extremes, melting of glaciers, river runoff), loss of biodiversity and ecosystems services, damages to local economy (drinking water supply, hydropower generation, agricultural suitability) and human safety (risks of natural hazards). This is due to their exposure to recent climate warming (e.g. temperature regime changes, thawing of permafrost) and the high degree of specialization of both natural and human systems (e.g. mountain species, valley population density, tourism-based economy). These characteristics call for the application of risk assessment methodologies able to describe the complex interactions among multiple hazards, biophysical and socio-economic systems, towards climate change adaptation.Current approaches used to assess climate change risks often address individual risks separately and do not fulfil a comprehensive representation of cumulative effects associated to different hazards (i.e. compound events). Moreover, pioneering multi-layer single risk assessment (i.e. overlapping of single-risk assessments addressing different hazards) is still widely used, causing misleading evaluations of multi-risk processes. This raises key questions about the distinctive features of multi-risk assessments and the available tools and methods to address them.Here we present a review of five cutting-edge modelling approaches (Bayesian networks, agent-based models, system dynamic models, event and fault trees, and hybrid models), exploring their potential applications for multi-risk assessment and climate change adaptation in mountain regions.The comparative analysis sheds light on advantages and limitations of each approach, providing a roadmap for methodological and technical implementation of multi-risk assessment according to distinguished criteria (e.g. spatial ... Article in Journal/Newspaper permafrost Università Ca’ Foscari Venezia: ARCA (Archivio Istituzionale della Ricerca) Journal of Environmental Management 232 759 771
institution Open Polar
collection Università Ca’ Foscari Venezia: ARCA (Archivio Istituzionale della Ricerca)
op_collection_id ftuniveneziairis
language English
topic Agent-based model
Bayesian network
Climate change adaptation
Event tree
Multi-risk assessment
System dynamic modelling
Settore CHIM/12 - Chimica dell'Ambiente e dei Beni Culturali
spellingShingle Agent-based model
Bayesian network
Climate change adaptation
Event tree
Multi-risk assessment
System dynamic modelling
Settore CHIM/12 - Chimica dell'Ambiente e dei Beni Culturali
Terzi, Stefano
Torresan, Silvia
Schneiderbauer, Stefan
Critto, Andrea
Zebisch, Marc
Marcomini, Antonio
Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation
topic_facet Agent-based model
Bayesian network
Climate change adaptation
Event tree
Multi-risk assessment
System dynamic modelling
Settore CHIM/12 - Chimica dell'Ambiente e dei Beni Culturali
description Climate change has already led to a wide range of impacts on our society, the economy and the environment.According to future scenarios, mountain regions are highly vulnerable to climate impacts, including changes in the water cycle (e.g. rainfall extremes, melting of glaciers, river runoff), loss of biodiversity and ecosystems services, damages to local economy (drinking water supply, hydropower generation, agricultural suitability) and human safety (risks of natural hazards). This is due to their exposure to recent climate warming (e.g. temperature regime changes, thawing of permafrost) and the high degree of specialization of both natural and human systems (e.g. mountain species, valley population density, tourism-based economy). These characteristics call for the application of risk assessment methodologies able to describe the complex interactions among multiple hazards, biophysical and socio-economic systems, towards climate change adaptation.Current approaches used to assess climate change risks often address individual risks separately and do not fulfil a comprehensive representation of cumulative effects associated to different hazards (i.e. compound events). Moreover, pioneering multi-layer single risk assessment (i.e. overlapping of single-risk assessments addressing different hazards) is still widely used, causing misleading evaluations of multi-risk processes. This raises key questions about the distinctive features of multi-risk assessments and the available tools and methods to address them.Here we present a review of five cutting-edge modelling approaches (Bayesian networks, agent-based models, system dynamic models, event and fault trees, and hybrid models), exploring their potential applications for multi-risk assessment and climate change adaptation in mountain regions.The comparative analysis sheds light on advantages and limitations of each approach, providing a roadmap for methodological and technical implementation of multi-risk assessment according to distinguished criteria (e.g. spatial ...
author2 Terzi, Stefano
Torresan, Silvia
Schneiderbauer, Stefan
Critto, Andrea
Zebisch, Marc
Marcomini, Antonio
format Article in Journal/Newspaper
author Terzi, Stefano
Torresan, Silvia
Schneiderbauer, Stefan
Critto, Andrea
Zebisch, Marc
Marcomini, Antonio
author_facet Terzi, Stefano
Torresan, Silvia
Schneiderbauer, Stefan
Critto, Andrea
Zebisch, Marc
Marcomini, Antonio
author_sort Terzi, Stefano
title Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation
title_short Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation
title_full Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation
title_fullStr Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation
title_full_unstemmed Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation
title_sort multi-risk assessment in mountain regions: a review of modelling approaches for climate change adaptation
publishDate 2019
url http://hdl.handle.net/10278/3714405
https://doi.org/10.1016/j.jenvman.2018.11.100
https://www.sciencedirect.com/science/article/pii/S0301479718313653?via=ihub
genre permafrost
genre_facet permafrost
op_relation info:eu-repo/semantics/altIdentifier/pmid/30529418
info:eu-repo/semantics/altIdentifier/wos/WOS:000459845200083
volume:232
firstpage:759-771
lastpage:771
journal:JOURNAL OF ENVIRONMENTAL MANAGEMENT
http://hdl.handle.net/10278/3714405
doi:10.1016/j.jenvman.2018.11.100
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85059297279
https://www.sciencedirect.com/science/article/pii/S0301479718313653?via=ihub
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1016/j.jenvman.2018.11.100
container_title Journal of Environmental Management
container_volume 232
container_start_page 759
op_container_end_page 771
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