{"id":"https://openalex.org/W2734089964","doi":"https://doi.org/10.1007/s10113-017-1190-9","title":"Triangulation in climate change vulnerability assessment: examples from Colorado, USA","display_name":"Triangulation in climate change vulnerability assessment: examples from Colorado, USA","publication_year":2017,"publication_date":"2017-06-30","ids":{"openalex":"https://openalex.org/W2734089964","doi":"https://doi.org/10.1007/s10113-017-1190-9","mag":"2734089964"},"language":"en","primary_location":{"id":"doi:10.1007/s10113-017-1190-9","doi":"https://doi.org/10.1007/s10113-017-1190-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10113-017-1190-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10113-017-1190-9.pdf","source":{"id":"https://openalex.org/S117431132","display_name":"Regional Environmental Change","issn_l":"1436-3798","issn":["1436-3798","1436-378X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Regional Environmental Change","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2734089964"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10113-017-1190-9.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110035183","display_name":"Karin Decker","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Karin L. Decker","raw_affiliation_strings":["Colorado Natural Heritage Program, Colorado State University, Campus Delivery 1475, Fort Collins, CO, 80523, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado Natural Heritage Program, Colorado State University, Campus Delivery 1475, Fort Collins, CO, 80523, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070543705","display_name":"Michelle M. Fink","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle M. Fink","raw_affiliation_strings":["Colorado Natural Heritage Program, Colorado State University, Campus Delivery 1475, Fort Collins, CO, 80523, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado Natural Heritage Program, Colorado State University, Campus Delivery 1475, Fort Collins, CO, 80523, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033230585","display_name":"Ren\u00e9e Jane Rondeau","orcid":"https://orcid.org/0009-0008-3015-5552","observed_orcids":["https://orcid.org/0009-0008-3015-5552"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ren\u00e9e J. Rondeau","raw_affiliation_strings":["Colorado Natural Heritage Program, 404 Adobe Drive, Hesperus, CO, 81326, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado Natural Heritage Program, 404 Adobe Drive, Hesperus, CO, 81326, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5110035183"],"corresponding_institution_ids":["https://openalex.org/I92446798"],"apc_list":{"value":3990,"currency":"USD","value_usd":3990},"apc_paid":{"value":3990,"currency":"USD","value_usd":3990},"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"17","issue":"8","first_page":"2467","last_page":"2475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.4733999967575073,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.4733999967575073,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.11320000141859055,"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"}},{"id":"https://openalex.org/T11753","display_name":"Forest Management and Policy","score":0.07729999721050262,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/climate-vulnerability-assessment","display_name":"climate vulnerability assessment","score":0.9980000257492065},{"id":"https://openalex.org/keywords/vegetation-types","display_name":"vegetation types","score":0.7049999833106995},{"id":"https://openalex.org/keywords/triangulation","display_name":"triangulation","score":0.7009999752044678},{"id":"https://openalex.org/keywords/uncertainty-taxonomy","display_name":"uncertainty taxonomy","score":0.6399999856948853},{"id":"https://openalex.org/keywords/land-management","display_name":"land management","score":0.6589999794960022},{"id":"https://openalex.org/keywords/sampling-bias","display_name":"sampling bias","score":0.8009999990463257},{"id":"https://openalex.org/keywords/colorado","display_name":"Colorado","score":0.734000027179718}],"concepts":[{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.7530091404914856},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.677358090877533},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.6016790270805359},{"id":"https://openalex.org/C2777952078","wikidata":"https://www.wikidata.org/wiki/Q28446295","display_name":"Nature Conservation","level":2,"score":0.5988783836364746},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4000512957572937},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.38952067494392395},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.37003153562545776},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36979591846466064},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3416944742202759},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13538649678230286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1239422857761383},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07704994082450867},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06222829222679138},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10113-017-1190-9","doi":"https://doi.org/10.1007/s10113-017-1190-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10113-017-1190-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10113-017-1190-9.pdf","source":{"id":"https://openalex.org/S117431132","display_name":"Regional Environmental Change","issn_l":"1436-3798","issn":["1436-3798","1436-378X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Regional Environmental Change","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10113-017-1190-9","doi":"https://doi.org/10.1007/s10113-017-1190-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10113-017-1190-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10113-017-1190-9.pdf","source":{"id":"https://openalex.org/S117431132","display_name":"Regional Environmental Change","issn_l":"1436-3798","issn":["1436-3798","1436-378X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Regional Environmental Change","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9786999821662903,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"},{"score":0.8518999814987183,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311562","display_name":"Colorado Parks and Wildlife","ror":"https://ror.org/032xegc37"},{"id":"https://openalex.org/F4320332495","display_name":"U.S. Bureau of Land Management","ror":"https://ror.org/03v0pmy70"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2734089964.pdf","grobid_xml":"https://content.openalex.org/works/W2734089964.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W617721541","https://openalex.org/W1264673791","https://openalex.org/W1465938231","https://openalex.org/W1991308688","https://openalex.org/W1996301170","https://openalex.org/W2011131504","https://openalex.org/W2056683859","https://openalex.org/W2069985294","https://openalex.org/W2083568108","https://openalex.org/W2090309875","https://openalex.org/W2105963649","https://openalex.org/W2127461670","https://openalex.org/W2134358106","https://openalex.org/W2161048157","https://openalex.org/W2162291057","https://openalex.org/W2165977355","https://openalex.org/W2333975304","https://openalex.org/W2566546937","https://openalex.org/W2582743722","https://openalex.org/W2891041356","https://openalex.org/W2891266354","https://openalex.org/W4247803849"],"related_works":["https://openalex.org/W2223933145","https://openalex.org/W1979101451","https://openalex.org/W3775956","https://openalex.org/W2971858486","https://openalex.org/W1961311142","https://openalex.org/W2900690597","https://openalex.org/W2917878838","https://openalex.org/W2094523502","https://openalex.org/W2518796729","https://openalex.org/W4280560751"],"abstract_inverted_index":{"Climate":[0],"change":[1,148],"vulnerability":[2,31,63,149],"assessment":[3,72,150],"is":[4,199],"a":[5,137],"key":[6],"first":[7],"step":[8],"for":[9,202],"land":[10,161],"managers":[11],"attempting":[12],"to":[13,82,121,136,154,164,170,206],"address":[14],"the":[15,67,97,155,165,175,188,193,203],"potential":[16],"impacts":[17],"of":[18,29,75,94,111,125,130,139,146,159,167,177],"future":[19],"climatic":[20],"conditions":[21],"on":[22,34,60,109,174],"important":[23],"vegetation":[24,36,56,61,98,112],"types.":[25],"We":[26,141,180],"compared":[27],"outcomes":[28],"three":[30],"assessments":[32,105],"focused":[33],"major":[35],"types":[37,57,113],"in":[38,42,48,55,100,107,115,134,173,183],"Colorado.":[39],"Assessments":[40],"differed":[41],"methods":[43,152],"and":[44,51,54,73,123,157,191],"scale,":[45],"but":[46],"overlapped":[47],"both":[49,116],"qualitative":[50,86],"quantitative":[52,88],"techniques,":[53],"assessed.":[58],"Agreement":[59],"type":[62,99],"was":[64],"47\u201350%":[65],"between":[66],"regional":[68,83],"scale":[69],"southwestern":[70],"Colorado":[71],"either":[74],"two":[76,103],"statewide":[77],"assessments.":[78],"Disagreements":[79],"were":[80,106,119],"due":[81,120],"sampling":[84],"bias,":[85],"vs.":[87],"climate":[89,126,147,197],"exposure":[90],"analysis,":[91],"or":[92,208],"lack":[93],"information":[95],"about":[96],"question.":[101],"The":[102],"statewide-scale":[104],"agreement":[108],"75%":[110],"assessed":[114],"studies;":[117],"differences":[118],"choice":[122],"interpretation":[124],"projection":[127],"data.":[128],"Sources":[129],"variation":[131],"are":[132],"categorized":[133],"relation":[135],"taxonomy":[138],"uncertainty.":[140],"compare":[142],"our":[143],"iterative":[144],"experience":[145],"using":[151],"adapted":[153],"needs":[156],"means":[158],"various":[160],"management":[162],"agencies":[163],"technique":[166],"triangulation":[168],"used":[169],"gradually":[171],"home":[172],"location":[176],"an":[178],"object.":[179],"clarify":[181],"ways":[182],"which":[184],"participant":[185],"choices":[186],"shape":[187],"end":[189],"result":[190],"mitigate":[192],"common":[194],"perception":[195],"that":[196],"science":[198],"too":[200],"difficult":[201],"lay":[204],"person":[205],"use":[207],"understand.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2017-07-14T00:00:00"}