{"id":"https://openalex.org/W2137349665","doi":"https://doi.org/10.1111/j.1600-0587.2013.00237.x","title":"Predicting current and future spatial community patterns of plant functional traits","display_name":"Predicting current and future spatial community patterns of plant functional traits","publication_year":2013,"publication_date":"2013-04-30","ids":{"openalex":"https://openalex.org/W2137349665","doi":"https://doi.org/10.1111/j.1600-0587.2013.00237.x","mag":"2137349665"},"language":"en","primary_location":{"id":"doi:10.1111/j.1600-0587.2013.00237.x","doi":"https://doi.org/10.1111/j.1600-0587.2013.00237.x","is_oa":false,"landing_page_url":"https://doi.org/10.1111/j.1600-0587.2013.00237.x","pdf_url":null,"source":{"id":"https://openalex.org/S25093289","display_name":"Ecography","issn_l":"0906-7590","issn":["0906-7590","1600-0587"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-3","ki-jl-1","norway-2","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecography","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110053125","display_name":"Anne Dubuis","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anne Dubuis","raw_affiliation_strings":["Department of Ecology and Evolution"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Evolution","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006115805","display_name":"Leila Rossier","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leila Rossier","raw_affiliation_strings":["Department of Ecology and Evolution"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Evolution","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043223599","display_name":"Julien Pottier","orcid":"https://orcid.org/0000-0002-4223-3609","observed_orcids":["https://orcid.org/0000-0002-4223-3609"]},"institutions":[{"id":"https://openalex.org/I4387152423","display_name":"Unit\u00e9 Mixte de Recherche sur l'Ecosyst\u00e8me Prairial","ror":"https://ror.org/02c3c9255","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210088668","https://openalex.org/I4210104684","https://openalex.org/I4387152423"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Pottier","raw_affiliation_strings":["Department of Ecology and Evolution","Unit\u00e9 de recherche sur l'Ecosyst\u00e8me Prairial"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Evolution","institution_ids":[]},{"raw_affiliation_string":"Unit\u00e9 de recherche sur l'Ecosyst\u00e8me Prairial","institution_ids":["https://openalex.org/I4387152423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064694326","display_name":"Lo\u00efc Pellissier","orcid":"https://orcid.org/0000-0002-2289-8259","observed_orcids":["https://orcid.org/0000-0002-2289-8259"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lo\u00efc Pellissier","raw_affiliation_strings":["Department of Ecology and Evolution"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Evolution","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049578363","display_name":"Pascal Vittoz","orcid":"https://orcid.org/0000-0003-4218-4517","observed_orcids":["https://orcid.org/0000-0003-4218-4517"]},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pascal Vittoz","raw_affiliation_strings":["Department of Ecology and Evolution [Lausanne]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Evolution [Lausanne]","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041324397","display_name":"Antoine Guisan","orcid":"https://orcid.org/0000-0002-3998-4815","observed_orcids":["https://orcid.org/0000-0002-3998-4815"]},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Antoine Guisan","raw_affiliation_strings":["Department of Ecology and Evolution [Lausanne]","Universit\u00e9 de Lausanne = University of Lausanne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Evolution [Lausanne]","institution_ids":["https://openalex.org/I97565354"]},{"raw_affiliation_string":"Universit\u00e9 de Lausanne = University of Lausanne","institution_ids":["https://openalex.org/I97565354"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":4.205,"has_fulltext":false,"cited_by_count":108,"citation_normalized_percentile":{"value":0.94360104,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"36","issue":"11","first_page":"1158","last_page":"1168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T12618","display_name":"Botany and Plant Ecology Studies","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/plant-functional-traits","display_name":"plant functional traits","score":1.0},{"id":"https://openalex.org/keywords/functional-trait-diversity","display_name":"functional trait diversity","score":0.8299999833106995},{"id":"https://openalex.org/keywords/climate-change-projections","display_name":"climate change projections","score":0.7929999828338623},{"id":"https://openalex.org/keywords/abiotic-gradients","display_name":"abiotic gradients","score":0.8289999961853027},{"id":"https://openalex.org/keywords/topography","display_name":"topography","score":0.7620000243186951},{"id":"https://openalex.org/keywords/global-warming","display_name":"global warming","score":0.7260000109672546},{"id":"https://openalex.org/keywords/vegetation-height","display_name":"vegetation height","score":0.7459999918937683},{"id":"https://openalex.org/keywords/specific-leaf-area","display_name":"specific leaf area","score":0.9950000047683716},{"id":"https://openalex.org/keywords/leaf-nitrogen-content","display_name":"leaf nitrogen content","score":0.8949999809265137},{"id":"https://openalex.org/keywords/leaf-dry-matter-content","display_name":"leaf dry matter content","score":0.8849999904632568},{"id":"https://openalex.org/keywords/seed-mass","display_name":"seed weight","score":0.9980000257492065},{"id":"https://openalex.org/keywords/montane-vegetation","display_name":"mountain vegetation","score":0.7760000228881836},{"id":"https://openalex.org/keywords/variance-partitioning","display_name":"variance partitioning","score":0.5559999942779541}],"concepts":[{"id":"https://openalex.org/C71908930","wikidata":"https://www.wikidata.org/wiki/Q1151068","display_name":"Edaphic","level":3,"score":0.9164974689483643},{"id":"https://openalex.org/C132215390","wikidata":"https://www.wikidata.org/wiki/Q461335","display_name":"Abiotic component","level":2,"score":0.6569402813911438},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.6386550664901733},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.6135502457618713},{"id":"https://openalex.org/C2776615292","wikidata":"https://www.wikidata.org/wiki/Q7574996","display_name":"Specific leaf area","level":3,"score":0.5736026167869568},{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.5480877757072449},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.4910142719745636},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.48232313990592957},{"id":"https://openalex.org/C53002841","wikidata":"https://www.wikidata.org/wiki/Q1418712","display_name":"Plant community","level":3,"score":0.45408016443252563},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.4531819820404053},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.432117223739624},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.38153839111328125},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3067237138748169},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2941035032272339},{"id":"https://openalex.org/C53565203","wikidata":"https://www.wikidata.org/wiki/Q17146659","display_name":"Species richness","level":2,"score":0.2285303771495819},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C183688256","wikidata":"https://www.wikidata.org/wiki/Q11982","display_name":"Photosynthesis","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1111/j.1600-0587.2013.00237.x","doi":"https://doi.org/10.1111/j.1600-0587.2013.00237.x","is_oa":false,"landing_page_url":"https://doi.org/10.1111/j.1600-0587.2013.00237.x","pdf_url":null,"source":{"id":"https://openalex.org/S25093289","display_name":"Ecography","issn_l":"0906-7590","issn":["0906-7590","1600-0587"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-3","ki-jl-1","norway-2","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecography","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02649991v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.inrae.fr/hal-02649991","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ecography, 2013, 36 (11), pp.1158-1168. ⟨10.1111/j.1600-0587.2013.00237.x⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unil.ch:iris/224024","doi":null,"is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/224024","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:serval.unil.ch:BIB_D16677F23476","doi":null,"is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_D16677F23476","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ecography, vol. 36, no. 11, pp. 1158-1168","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.821399986743927},{"id":"https://metadata.un.org/sdg/15","display_name":"Life on land","score":0.8125}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W201316592","https://openalex.org/W946061202","https://openalex.org/W1496995834","https://openalex.org/W1531492839","https://openalex.org/W1549764193","https://openalex.org/W1603378435","https://openalex.org/W1965719535","https://openalex.org/W1967075719","https://openalex.org/W1977612996","https://openalex.org/W1979476910","https://openalex.org/W1979536362","https://openalex.org/W1987431381","https://openalex.org/W2000745569","https://openalex.org/W2004961626","https://openalex.org/W2013444591","https://openalex.org/W2016120438","https://openalex.org/W2021050140","https://openalex.org/W2034906003","https://openalex.org/W2056280096","https://openalex.org/W2064604453","https://openalex.org/W2066229257","https://openalex.org/W2068297969","https://openalex.org/W2081293291","https://openalex.org/W2087827737","https://openalex.org/W2095948199","https://openalex.org/W2097662881","https://openalex.org/W2098125224","https://openalex.org/W2101784390","https://openalex.org/W2103317434","https://openalex.org/W2107625277","https://openalex.org/W2109342520","https://openalex.org/W2111568029","https://openalex.org/W2112775986","https://openalex.org/W2119567434","https://openalex.org/W2123162799","https://openalex.org/W2123763752","https://openalex.org/W2124141597","https://openalex.org/W2125786618","https://openalex.org/W2126535795","https://openalex.org/W2127420369","https://openalex.org/W2129875888","https://openalex.org/W2133851850","https://openalex.org/W2134000397","https://openalex.org/W2137111008","https://openalex.org/W2142097792","https://openalex.org/W2144042033","https://openalex.org/W2152669498","https://openalex.org/W2153147674","https://openalex.org/W2157701121","https://openalex.org/W2160530093","https://openalex.org/W2163973911","https://openalex.org/W2168173042","https://openalex.org/W2170627812","https://openalex.org/W2279686298","https://openalex.org/W2323364760","https://openalex.org/W2328570880","https://openalex.org/W2469266298","https://openalex.org/W2494152129","https://openalex.org/W4233539062","https://openalex.org/W4243362956","https://openalex.org/W4249303080"],"related_works":["https://openalex.org/W7081991201","https://openalex.org/W2764139260","https://openalex.org/W6967041007","https://openalex.org/W4411851065","https://openalex.org/W6981973211","https://openalex.org/W4380997663","https://openalex.org/W6910839702","https://openalex.org/W3163639279","https://openalex.org/W4322005201","https://openalex.org/W2014644583"],"abstract_inverted_index":{"Community\u2010level":[0],"patterns":[1,21,88,127,157,202,258],"of":[2,16,34,45,48,55,89,95,122,128,155,167,176,199,256,259,276],"functional":[3,53,61,90,129,150,177,200,261,277],"traits":[4,62,91,130,178,262,278],"relate":[5],"to":[6,82,117,143],"community":[7],"assembly":[8],"and":[9,26,42,75,78,101,133,173,192,218,237,249,266,284],"ecosystem":[10],"functioning.":[11],"By":[12],"modelling":[13],"the":[14,46,52,119,135,164,169,185,274],"changes":[15,147],"different":[17],"indices":[18,85,154],"describing":[19],"such":[20,263],"\u2013":[22,30],"trait":[23,156,201,268],"means,":[24],"extremes":[25],"diversity":[27,189,275],"in":[28,107,131,148,214,219,279],"communities":[29,159,204,281],"as":[31,264],"a":[32,93,108,113],"function":[33],"abiotic":[35,96],"gradients,":[36],"we":[37,244],"could":[38,160],"understand":[39],"their":[40],"drivers":[41],"build":[43],"projections":[44,210],"impact":[47],"global":[49],"change":[50,141],"on":[51],"components":[54],"biodiversity.":[56],"We":[57,111],"used":[58],"five":[59],"plant":[60,260,280],"(vegetative":[63],"height,":[64],"specific":[65,221],"leaf":[66,68,72,222],"area,":[67],"dry":[69],"matter":[70],"content,":[71],"nitrogen":[73],"content":[74],"seed":[76],"mass)":[77],"non\u2010woody":[79],"vegetation":[80,149,216],"plots":[81],"model":[83,209,254],"several":[84,139],"depicting":[86],"community\u2010level":[87,257],"from":[92],"set":[94],"environmental":[97,105],"variables":[98,124,251],"(topographic,":[99],"climatic":[100,193,248],"edaphic)":[102],"over":[103],"contrasting":[104],"conditions":[106],"mountainous":[109],"landscape.":[110],"performed":[112],"variation":[114],"partitioning":[115],"analysis":[116],"assess":[118],"relative":[120],"importance":[121],"these":[123],"for":[125,171,188],"predicting":[126],"communities,":[132],"projected":[134],"best":[136],"models":[137,170,186],"under":[138],"climate":[140,225],"scenarios":[142],"examine":[144],"future":[145],"potential":[146],"properties.":[151],"Not":[152],"all":[153],"within":[158,203],"be":[161],"modelled":[162],"with":[163],"same":[165],"level":[166],"accuracy:":[168],"mean":[172,215,220,265],"extreme":[174,267],"values":[175],"provided":[179],"substantially":[180],"better":[181],"predictive":[182],"accuracy":[183],"than":[184,205],"calibrated":[187],"indices.":[190],"Topographic":[191],"factors":[194,272],"were":[195],"more":[196,286],"important":[197,230],"predictors":[198],"edaphic":[206,250],"predictors.":[207],"Overall,":[208],"forecast":[211],"an":[212],"increase":[213],"height":[217],"area":[223],"following":[224],"warming.":[226],"This":[227],"trend":[228],"was":[229],"at":[231],"mid":[232],"elevation":[233],"particularly":[234],"between":[235],"1000":[236],"2000":[238],"m":[239],"a.s.l.":[240],"With":[241],"this":[242],"study":[243],"showed":[245],"that":[246],"topographic,":[247],"can":[252],"successfully":[253],"descriptors":[255],"values.":[269],"However,":[270],"which":[271],"determine":[273],"remains":[282],"unclear":[283],"requires":[285],"investigations.":[287]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}