{"id":"https://openalex.org/W4319655422","doi":"https://doi.org/10.3389/fclim.2023.1037117","title":"Using impact chains for assessing local climate risk\u2014A case study on impacts of extended periods of fluvial low waters and drought on a metropolitan region","display_name":"Using impact chains for assessing local climate risk\u2014A case study on impacts of extended periods of fluvial low waters and drought on a metropolitan region","publication_year":2023,"publication_date":"2023-02-09","ids":{"openalex":"https://openalex.org/W4319655422","doi":"https://doi.org/10.3389/fclim.2023.1037117"},"language":"en","primary_location":{"id":"doi:10.3389/fclim.2023.1037117","doi":"https://doi.org/10.3389/fclim.2023.1037117","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fclim.2023.1037117","pdf_url":"https://www.frontiersin.org/articles/10.3389/fclim.2023.1037117/pdf","source":{"id":"https://openalex.org/S4210213052","display_name":"Frontiers in Climate","issn_l":"2624-9553","issn":["2624-9553"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Climate","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fclim.2023.1037117/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004927792","display_name":"Daniel L\u00fcckerath","orcid":"https://orcid.org/0000-0002-4988-5511","observed_orcids":["https://orcid.org/0000-0002-4988-5511"]},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniel L\u00fcckerath","raw_affiliation_strings":["Adaptive Reflective Teams, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adaptive Reflective Teams, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053565169","display_name":"Erich Rome","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Erich Rome","raw_affiliation_strings":["Adaptive Reflective Teams, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adaptive Reflective Teams, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015639245","display_name":"Katharina Milde","orcid":"https://orcid.org/0000-0002-8140-0617","observed_orcids":["https://orcid.org/0000-0002-8140-0617"]},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Milde","raw_affiliation_strings":["Adaptive Reflective Teams, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adaptive Reflective Teams, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5004927792"],"corresponding_institution_ids":["https://openalex.org/I4210144576"],"apc_list":{"value":2125,"currency":"USD","value_usd":2125},"apc_paid":{"value":2125,"currency":"USD","value_usd":2125},"fwci":1.806,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8230856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"5","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.009200000204145908,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10747","display_name":"Disaster Management and Resilience","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/impact-chains","display_name":"impact chains","score":0.8259999752044678},{"id":"https://openalex.org/keywords/climate-risk-assessment","display_name":"climate risk assessment","score":0.8360000252723694},{"id":"https://openalex.org/keywords/critical-infrastructure-resilience","display_name":"critical infrastructure resilience","score":0.7360000014305115},{"id":"https://openalex.org/keywords/infrastructure-interdependencies","display_name":"infrastructure interdependencies","score":0.8270000219345093},{"id":"https://openalex.org/keywords/supply-chain-risk-analysis","display_name":"supply chain risk analysis","score":0.7160000205039978},{"id":"https://openalex.org/keywords/drought","display_name":"drought","score":0.3319999873638153},{"id":"https://openalex.org/keywords/resilience-indicators","display_name":"resilience indicators","score":0.527999997138977},{"id":"https://openalex.org/keywords/metropolitan-areas","display_name":"metropolitan areas","score":0.7260000109672546},{"id":"https://openalex.org/keywords/rhine-river","display_name":"Rhine River","score":0.9760000109672546}],"concepts":[{"id":"https://openalex.org/C29852176","wikidata":"https://www.wikidata.org/wiki/Q373338","display_name":"Critical infrastructure","level":2,"score":0.7487629652023315},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.7307263612747192},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.6298850774765015},{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.6082723140716553},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.5907409191131592},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.5533329844474792},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5368699431419373},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.525533139705658},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.4441804885864258},{"id":"https://openalex.org/C2779033394","wikidata":"https://www.wikidata.org/wiki/Q5186733","display_name":"Critical infrastructure protection","level":3,"score":0.4134436249732971},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4054512679576874},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.3261858820915222},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2570526897907257},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25087156891822815},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24412590265274048},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17092165350914001},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08409386873245239},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fclim.2023.1037117","doi":"https://doi.org/10.3389/fclim.2023.1037117","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fclim.2023.1037117","pdf_url":"https://www.frontiersin.org/articles/10.3389/fclim.2023.1037117/pdf","source":{"id":"https://openalex.org/S4210213052","display_name":"Frontiers in Climate","issn_l":"2624-9553","issn":["2624-9553"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Climate","raw_type":"journal-article"},{"id":"pmh:oai:zenodo.org:7625212","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/7625212","pdf_url":"https://zenodo.org/record/7625212","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Climate 5 1-20","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:b761e1aa14ee4ad1a65db0b1e6b04c1b","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/b761e1aa14ee4ad1a65db0b1e6b04c1b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Climate, Vol 5 (2023)","raw_type":"article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/437409","doi":null,"is_oa":true,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/437409","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.3389/fclim.2023.1037117","doi":"https://doi.org/10.3389/fclim.2023.1037117","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fclim.2023.1037117","pdf_url":"https://www.frontiersin.org/articles/10.3389/fclim.2023.1037117/pdf","source":{"id":"https://openalex.org/S4210213052","display_name":"Frontiers in Climate","issn_l":"2624-9553","issn":["2624-9553"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Climate","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":1.0,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/13","score":0.9786999821662903,"display_name":"Climate action"},{"id":"https://metadata.un.org/sdg/11","score":0.7646999955177307,"display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2577852254","display_name":"Unpacking climate impact CHAINs. A new generation of action- and user-oriented climate change risk assessments","funder_award_id":"ANR-19-AXIS-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5076889039","display_name":"Assessment of Cross(X)-sectoral climate Impacts and pathways for Sustainable transformation","funder_award_id":"776608","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320321033","display_name":"Svenska Forskningsr\u00e5det Formas","ror":"https://ror.org/03pjs1y45"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320335254","display_name":"Horizon 2020","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319655422.pdf","grobid_xml":"https://content.openalex.org/works/W4319655422.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1906338477","https://openalex.org/W1964757078","https://openalex.org/W1974102034","https://openalex.org/W1988714291","https://openalex.org/W2041349870","https://openalex.org/W2068448011","https://openalex.org/W2133581499","https://openalex.org/W2136117193","https://openalex.org/W2738482509","https://openalex.org/W2770195208","https://openalex.org/W2887662056","https://openalex.org/W2907753809","https://openalex.org/W2913664264","https://openalex.org/W2944487219","https://openalex.org/W3084135981","https://openalex.org/W4220729827","https://openalex.org/W4311557655","https://openalex.org/W6945364964"],"related_works":["https://openalex.org/W4317854222","https://openalex.org/W4317854276","https://openalex.org/W4320449034","https://openalex.org/W7017724699","https://openalex.org/W6966826245","https://openalex.org/W4317854221","https://openalex.org/W2827324261","https://openalex.org/W1637418326","https://openalex.org/W7151033347","https://openalex.org/W7014404553"],"abstract_inverted_index":{"As":[0],"the":[1,5,20,28,40,54,57,99,111,129,200,210,228],"climate":[2,144,175],"crisis":[3],"accelerates,":[4],"resilience":[6,41,55,64,122,236],"of":[7,23,30,42,53,56,77,82,101,113,174,213,230],"Europe's":[8],"aging":[9],"critical":[10,24],"infrastructure":[11,25,68,85,103,215,232],"systems":[12,26,69,86,104],"shifts":[13],"more":[14,16,63],"and":[15,27,46,80,146,170,186,218,234,245],"into":[17],"focus.":[18],"However,":[19,93],"rising":[21],"interconnectedness":[22],"dependency":[29,211],"their":[31],"operation":[32],"on":[33,98,128,227],"multiple":[34],"stakeholders":[35],"makes":[36],"approaches":[37],"that":[38,149],"target":[39],"isolated":[43],"infrastructures":[44],"insufficient":[45],"might":[47,220],"even":[48],"result":[49,226],"in":[50,66,72,74,84,189,193],"a":[51,88,118,138,151,156,190,194],"decrease":[52],"whole":[58],"system.":[59],"This":[60,181],"need":[61,124],"for":[62,141,178],"thinking":[65],"interconnected":[67,102,214],"has":[70,183],"resulted":[71],"advances":[73],"risk":[75,145,158],"analyses":[76,81,97,164],"supply":[78],"chains":[79,212],"interdependencies":[83],"from":[87,95,165],"Critical":[89],"Infrastructure":[90],"Protection/Resilience":[91],"perspective.":[92],"results":[94,204],"such":[96],"level":[100,112,229],"have":[105],"seldomly":[106],"be":[107,126,239,242],"broken":[108],"down":[109],"to":[110,125,161,167,206,241],"individual":[114,179,231],"corporate":[115],"value":[116,142],"chains,":[117],"necessity":[119],"as":[120],"national/regional":[121],"efforts":[123],"supported":[127],"local":[130,168],"level.":[131],"In":[132],"this":[133],"paper":[134],"we":[135],"therefore":[136],"propose":[137],"novel":[139],"approach":[140,154,160,182],"chain":[143],"vulnerability":[147],"analysis":[148],"combines":[150],"participatory,":[152],"indicator-based":[153],"with":[155],"semi-quantitative":[157],"matrix":[159],"allow":[162,205],"linking":[163],"national":[166],"scale":[169],"supports":[171],"economic":[172],"assessment":[173],"change":[176],"impacts":[177,219,225],"businesses.":[180],"been":[184],"developed":[185],"prototypically":[187],"applied":[188],"case":[191],"study":[192],"German":[195],"metropolitan":[196],"area":[197],"located":[198],"at":[199],"Rhine":[201],"River.":[202],"The":[203],"identify":[207],"where":[208,235],"along":[209],"systems,":[216],"hazards":[217],"manifest,":[221],"which":[222],"cascading":[223],"(economic)":[224],"operators,":[233],"measures":[237],"should":[238],"taken":[240],"most":[243],"effective":[244],"(cost)":[246],"efficient.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-02-10T00:00:00"}
