{"id":"https://openalex.org/W4392652586","doi":"https://doi.org/10.3389/fcomp.2024.1265342","title":"Amplifying weak signals: a method-building approach for inclusive climate resilience strategy making","display_name":"Amplifying weak signals: a method-building approach for inclusive climate resilience strategy making","publication_year":2024,"publication_date":"2024-03-11","ids":{"openalex":"https://openalex.org/W4392652586","doi":"https://doi.org/10.3389/fcomp.2024.1265342"},"language":"en","primary_location":{"id":"doi:10.3389/fcomp.2024.1265342","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2024.1265342","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1265342/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1265342/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037577284","display_name":"Carissa Champlin","orcid":"https://orcid.org/0000-0003-4513-9324"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Carissa Champlin","raw_affiliation_strings":["Department of Human-Centered Design, Delft University of Technology, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Human-Centered Design, Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094116622","display_name":"Ann Eapen","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ann Eapen","raw_affiliation_strings":["Department of Urbanism, Delft University of Technology, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Urbanism, Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094116623","display_name":"R\u016bta Vitkut\u0117","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"R\u016bta Vitkut\u0117","raw_affiliation_strings":["Department of Urbanism, Delft University of Technology, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Urbanism, Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104255874","display_name":"Janne Groot","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Janne Groot","raw_affiliation_strings":["Department of Human-Centered Design, Delft University of Technology, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Human-Centered Design, Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043091279","display_name":"Claudiu Forgaci","orcid":"https://orcid.org/0000-0003-3218-5102"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Claudiu Forgaci","raw_affiliation_strings":["Department of Urbanism, Delft University of Technology, Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Urbanism, Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037577284"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":1.5259,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82402505,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"6","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14147","display_name":"Innovative Approaches in Technology and Social Development","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14147","display_name":"Innovative Approaches in Technology and Social Development","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10119","display_name":"Sustainability and Climate Change Governance","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.7731795310974121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44473081827163696},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.4096245765686035},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.35513627529144287},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12916484475135803}],"concepts":[{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.7731795310974121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44473081827163696},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4096245765686035},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.35513627529144287},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12916484475135803},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3389/fcomp.2024.1265342","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2024.1265342","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1265342/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:132a046e6e68491e93e04e77903d4cfb","is_oa":true,"landing_page_url":"https://doaj.org/article/132a046e6e68491e93e04e77903d4cfb","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computer Science, Vol 6 (2024)","raw_type":"article"},{"id":"pmh:oai:tudelft.nl:uuid:2d922fc6-db78-4c04-9463-904714352cae","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:2d922fc6-db78-4c04-9463-904714352cae","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"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":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.3389/fcomp.2024.1265342","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2024.1265342","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1265342/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5699999928474426,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392652586.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W172443225","https://openalex.org/W885952366","https://openalex.org/W1543775862","https://openalex.org/W1577962188","https://openalex.org/W1587451402","https://openalex.org/W1965739272","https://openalex.org/W1968466585","https://openalex.org/W1994261539","https://openalex.org/W2011408759","https://openalex.org/W2026915846","https://openalex.org/W2028739888","https://openalex.org/W2116470496","https://openalex.org/W2129211037","https://openalex.org/W2155308025","https://openalex.org/W2471634795","https://openalex.org/W2548250126","https://openalex.org/W2591418343","https://openalex.org/W2792439456","https://openalex.org/W2855427753","https://openalex.org/W2919467037","https://openalex.org/W2959720119","https://openalex.org/W2971495341","https://openalex.org/W2988294863","https://openalex.org/W2991401386","https://openalex.org/W2999747982","https://openalex.org/W3000631397","https://openalex.org/W3023763782","https://openalex.org/W3037579652","https://openalex.org/W3043690878","https://openalex.org/W3087770160","https://openalex.org/W3103341382","https://openalex.org/W3107030548","https://openalex.org/W3117652549","https://openalex.org/W3196715650","https://openalex.org/W3204598495","https://openalex.org/W4234580964","https://openalex.org/W4236179436","https://openalex.org/W4252511045","https://openalex.org/W4318832670","https://openalex.org/W6679425048","https://openalex.org/W6682860940","https://openalex.org/W6733108073","https://openalex.org/W6766776297","https://openalex.org/W6772508544","https://openalex.org/W6777413151","https://openalex.org/W6786305302","https://openalex.org/W6903575470"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Socio-ecological":[0],"inclusion":[1,56],"and":[2,20,43,93,125,189],"the":[3,9,18,23,55,65,73,106,116,131,160,165,177,182,186,193,198,213,216,239],"impacts":[4],"of":[5,22,51,57,67,75,118,139,167,181,195,200,218,223],"climate":[6],"change":[7],"on":[8,33,72,159],"built":[10],"environment":[11],"are":[12,38,241],"two":[13],"shared":[14],"concerns":[15],"central":[16],"to":[17,202,211],"design":[19],"planning":[21,231],"just":[24,29],"transition":[25,30],"in":[26,40,102,115,122,192,206,215],"cities.":[27],"The":[28,123,151],"leans":[31],"heavily":[32],"inclusive":[34],"convergence":[35,69,207],"processes":[36],"that":[37,155],"grounded":[39],"knowledge":[41,94,163,205,224],"integration":[42,95,166],"transdisciplinary":[44],"practice.":[45],"However,":[46],"there":[47],"is":[48],"a":[49,80,84,173],"paucity":[50],"effective":[52],"methods":[53,89,146,201,226],"for":[54,87,90,197,227,237],"so-called":[58],"weak":[59],"signals":[60],"from":[61,130,176],"actors":[62],"situated":[63],"at":[64],"periphery":[66],"these":[68],"processes.":[70,137,208],"Building":[71],"concept":[74],"structured":[76],"flexibility,":[77],"we":[78],"introduce":[79],"building-blocks":[81],"approach":[82,110,240],"as":[83],"modular":[85],"architecture":[86],"constructing":[88],"distributed":[91],"engagement":[92],"beyond":[96],"conventional":[97],"small-group":[98],"settings.":[99],"By":[100],"engaging":[101],"research":[103,187],"through":[104],"design,":[105],"Amplifying":[107],"Weak":[108],"Signals":[109],"was":[111],"prototyped":[112],"with":[113,120,127],"students":[114],"context":[117],"dealing":[119],"heatwaves":[121],"Hague":[124],"tested":[126],"expert":[128],"users":[129],"region":[132],"who":[133],"facilitate":[134],"resilience":[135,179,229],"strategy-making":[136],"Out":[138],"900":[140],"possible":[141],"building":[142],"block":[143],"combinations,":[144],"18":[145],"were":[147,156],"created":[148],"during":[149],"prototyping.":[150],"resulting":[152],"heatwave":[153],"strategies":[154],"drafted":[157],"based":[158],"collected":[161],"peripheral":[162,204],"showed":[164],"new":[168],"socio-ecological":[169],"issues":[170],"rather":[171],"than":[172],"drastic":[174],"departure":[175],"baseline":[178],"strategy":[180],"city.":[183],"We":[184],"discuss":[185],"findings":[188],"their":[190],"use":[191],"production":[194],"guidelines":[196,214],"construction":[199],"integrate":[203],"Ongoing":[209],"work":[210],"develop":[212],"form":[217],"an":[219],"open-access,":[220],"interactive":[221],"repository":[222],"elicitation":[225],"urban":[228],"spatial":[230],"will":[232],"also":[233],"be":[234],"described.":[235],"Recommendations":[236],"scaling":[238],"provided.":[242]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}