{"id":"https://openalex.org/W4391109130","doi":"https://doi.org/10.1111/ele.14368","title":"Using individual\u2010based trait frequency distributions to forecast plant\u2010pollinator network responses to environmental change","display_name":"Using individual\u2010based trait frequency distributions to forecast plant\u2010pollinator network responses to environmental change","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391109130","doi":"https://doi.org/10.1111/ele.14368","pmid":"https://pubmed.ncbi.nlm.nih.gov/38247047"},"language":"en","primary_location":{"id":"doi:10.1111/ele.14368","doi":"https://doi.org/10.1111/ele.14368","is_oa":true,"landing_page_url":"https://doi.org/10.1111/ele.14368","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/ele.14368","source":{"id":"https://openalex.org/S80967739","display_name":"Ecology Letters","issn_l":"1461-023X","issn":["1461-023X","1461-0248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecology Letters","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/ele.14368","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071156595","display_name":"Aoife Cantwell\u2010Jones","orcid":"https://orcid.org/0000-0002-4874-1807","observed_orcids":["https://orcid.org/0000-0002-4874-1807"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Aoife Cantwell\u2010Jones","raw_affiliation_strings":["Georgina Mace Centre for The Living Planet, Department of Life Sciences, Silwood Park, Imperial College London, Ascot, UK"],"raw_orcid":"https://orcid.org/0000-0002-4874-1807","affiliations":[{"raw_affiliation_string":"Georgina Mace Centre for The Living Planet, Department of Life Sciences, Silwood Park, Imperial College London, Ascot, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090591711","display_name":"Jason M. Tylianakis","orcid":"https://orcid.org/0000-0001-7402-5620","observed_orcids":["https://orcid.org/0000-0001-7402-5620"]},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB","NZ"],"is_corresponding":false,"raw_author_name":"Jason M. Tylianakis","raw_affiliation_strings":["Bioprotection Aotearoa, School of Biological Sciences, Private Bag 4800, University of Canterbury, Christchurch, New Zealand","Georgina Mace Centre for The Living Planet, Department of Life Sciences, Silwood Park, Imperial College London, Ascot, UK"],"raw_orcid":"https://orcid.org/0000-0001-7402-5620","affiliations":[{"raw_affiliation_string":"Bioprotection Aotearoa, School of Biological Sciences, Private Bag 4800, University of Canterbury, Christchurch, New Zealand","institution_ids":["https://openalex.org/I185492890"]},{"raw_affiliation_string":"Georgina Mace Centre for The Living Planet, Department of Life Sciences, Silwood Park, Imperial College London, Ascot, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061226578","display_name":"Keith Larson","orcid":"https://orcid.org/0000-0001-7089-524X","observed_orcids":["https://orcid.org/0000-0001-7089-524X"]},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Keith Larson","raw_affiliation_strings":["Climate Impacts Research Centre, Department of Ecology and Environmental Sciences Ume\u00e5 University  Ume\u00e5 Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Climate Impacts Research Centre, Department of Ecology and Environmental Sciences Ume\u00e5 University  Ume\u00e5 Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020429205","display_name":"Richard J. Gill","orcid":"https://orcid.org/0000-0001-9389-1284","observed_orcids":["https://orcid.org/0000-0001-9389-1284","https://orcid.org/0000-0001-7057-7807"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Richard J. Gill","raw_affiliation_strings":["Georgina Mace Centre for The Living Planet, Department of Life Sciences, Silwood Park, Imperial College London, Ascot, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgina Mace Centre for The Living Planet, Department of Life Sciences, Silwood Park, Imperial College London, Ascot, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020429205","https://openalex.org/A5071156595"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":{"value":5250,"currency":"USD","value_usd":5250},"apc_paid":{"value":5250,"currency":"USD","value_usd":5250},"fwci":1.1239,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.69829684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"27","issue":"1","first_page":"e14368","last_page":"e14368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10487","display_name":"Plant and animal studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10487","display_name":"Plant and animal studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":0.0005000000237487257,"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/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect 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"}}],"keywords":[{"id":"https://openalex.org/keywords/plant-pollinator-interactions","display_name":"plant-pollinator interactions","score":0.9629999995231628},{"id":"https://openalex.org/keywords/intraspecific-trait-variation","display_name":"intraspecific trait variation","score":0.972000002861023},{"id":"https://openalex.org/keywords/environmental-change","display_name":"environmental change","score":0.6430000066757202},{"id":"https://openalex.org/keywords/network-structure","display_name":"network structure","score":0.5889999866485596},{"id":"https://openalex.org/keywords/interaction-probability","display_name":"interaction probability","score":0.5350000262260437},{"id":"https://openalex.org/keywords/pollinator-conservation","display_name":"pollinator conservation","score":0.4869999885559082},{"id":"https://openalex.org/keywords/ecological-forecasting","display_name":"ecological forecasting","score":0.33399999141693115}],"concepts":[{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.7824611067771912},{"id":"https://openalex.org/C102789151","wikidata":"https://www.wikidata.org/wiki/Q1141466","display_name":"Pollinator","level":4,"score":0.6354972720146179},{"id":"https://openalex.org/C16989226","wikidata":"https://www.wikidata.org/wiki/Q16934857","display_name":"Environmental change","level":3,"score":0.5823808312416077},{"id":"https://openalex.org/C55105296","wikidata":"https://www.wikidata.org/wiki/Q841382","display_name":"Interaction network","level":3,"score":0.578842043876648},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.5632773041725159},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5226102471351624},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.455243319272995},{"id":"https://openalex.org/C168197293","wikidata":"https://www.wikidata.org/wiki/Q134624","display_name":"Pollination","level":3,"score":0.4353739619255066},{"id":"https://openalex.org/C131892835","wikidata":"https://www.wikidata.org/wiki/Q770985","display_name":"Intraspecific competition","level":2,"score":0.41869598627090454},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.3950382471084595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18665441870689392},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C2780618852","wikidata":"https://www.wikidata.org/wiki/Q79932","display_name":"Pollen","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":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010944","descriptor_name":"Plants","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054817","descriptor_name":"Pollination","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1111/ele.14368","doi":"https://doi.org/10.1111/ele.14368","is_oa":true,"landing_page_url":"https://doi.org/10.1111/ele.14368","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/ele.14368","source":{"id":"https://openalex.org/S80967739","display_name":"Ecology Letters","issn_l":"1461-023X","issn":["1461-023X","1461-0248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecology Letters","raw_type":"journal-article"},{"id":"pmid:38247047","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38247047","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecology letters","raw_type":"Journal Article"},{"id":"pmh:oai:DiVA.org:umu-220170","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-220170","pdf_url":null,"source":{"id":"https://openalex.org/S4306400361","display_name":"DiVA at Ume\u00e5 University (Ume\u00e5 University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I90267481","host_organization_name":"Ume\u00e5 University","host_organization_lineage":["https://openalex.org/I90267481"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1111/ele.14368","doi":"https://doi.org/10.1111/ele.14368","is_oa":true,"landing_page_url":"https://doi.org/10.1111/ele.14368","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/ele.14368","source":{"id":"https://openalex.org/S80967739","display_name":"Ecology Letters","issn_l":"1461-023X","issn":["1461-023X","1461-0248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecology Letters","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7605999708175659,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1136255305","display_name":null,"funder_award_id":"NE/S007415/","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G6651829607","display_name":null,"funder_award_id":"730938","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8046259201","display_name":"Science and Solutions for a Changing Planet (SSCP) DTP","funder_award_id":"NE/S007415/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"}],"funders":[{"id":"https://openalex.org/F4320314383","display_name":"Genetics Society","ror":"https://ror.org/03d21k332"},{"id":"https://openalex.org/F4320320195","display_name":"Royal Geographical Society","ror":"https://ror.org/03k7szx23"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391109130.pdf","grobid_xml":"https://content.openalex.org/works/W4391109130.grobid-xml"},"referenced_works_count":221,"referenced_works":["https://openalex.org/W79110108","https://openalex.org/W607565858","https://openalex.org/W1510120548","https://openalex.org/W1510979653","https://openalex.org/W1601179107","https://openalex.org/W1608252895","https://openalex.org/W1621474622","https://openalex.org/W1701054150","https://openalex.org/W1904943263","https://openalex.org/W1960406640","https://openalex.org/W1970015793","https://openalex.org/W1974240500","https://openalex.org/W1978531277","https://openalex.org/W1979576786","https://openalex.org/W1983096747","https://openalex.org/W1985712136","https://openalex.org/W1998367480","https://openalex.org/W2001155312","https://openalex.org/W2003114797","https://openalex.org/W2008788144","https://openalex.org/W2012081875","https://openalex.org/W2026451120","https://openalex.org/W2028971253","https://openalex.org/W2030409371","https://openalex.org/W2035530784","https://openalex.org/W2036186078","https://openalex.org/W2036682095","https://openalex.org/W2038127700","https://openalex.org/W2039037619","https://openalex.org/W2047119599","https://openalex.org/W2049868417","https://openalex.org/W2052383814","https://openalex.org/W2068146700","https://openalex.org/W2074573546","https://openalex.org/W2080767022","https://openalex.org/W2081201855","https://openalex.org/W2084916319","https://openalex.org/W2085649921","https://openalex.org/W2103958659","https://openalex.org/W2105969899","https://openalex.org/W2106626921","https://openalex.org/W2108654968","https://openalex.org/W2112926018","https://openalex.org/W2114674156","https://openalex.org/W2115603187","https://openalex.org/W2119831027","https://openalex.org/W2123202461","https://openalex.org/W2127420369","https://openalex.org/W2128897201","https://openalex.org/W2130774976","https://openalex.org/W2138189573","https://openalex.org/W2142097792","https://openalex.org/W2143455973","https://openalex.org/W2145638163","https://openalex.org/W2147323780","https://openalex.org/W2148704492","https://openalex.org/W2149644666","https://openalex.org/W2151930362","https://openalex.org/W2152997032","https://openalex.org/W2153265806","https://openalex.org/W2153624566","https://openalex.org/W2156130242","https://openalex.org/W2157701121","https://openalex.org/W2158515481","https://openalex.org/W2160264708","https://openalex.org/W2162584119","https://openalex.org/W2162861007","https://openalex.org/W2163092326","https://openalex.org/W2165681637","https://openalex.org/W2166673955","https://openalex.org/W2166939357","https://openalex.org/W2170273717","https://openalex.org/W2171741407","https://openalex.org/W2178937111","https://openalex.org/W2181533095","https://openalex.org/W2186087525","https://openalex.org/W2198039455","https://openalex.org/W2253284310","https://openalex.org/W2255269725","https://openalex.org/W2258834670","https://openalex.org/W2261697341","https://openalex.org/W2270746387","https://openalex.org/W2275999771","https://openalex.org/W2280611282","https://openalex.org/W2283055931","https://openalex.org/W2292997644","https://openalex.org/W2297588360","https://openalex.org/W2305695185","https://openalex.org/W2337083383","https://openalex.org/W2468260939","https://openalex.org/W2470455133","https://openalex.org/W2530323116","https://openalex.org/W2530357678","https://openalex.org/W2552687638","https://openalex.org/W2558467948","https://openalex.org/W2562783920","https://openalex.org/W2567677938","https://openalex.org/W2570471361","https://openalex.org/W2584971215","https://openalex.org/W2585482648","https://openalex.org/W2605879233","https://openalex.org/W2615148867","https://openalex.org/W2742650136","https://openalex.org/W2751646167","https://openalex.org/W2774339346","https://openalex.org/W2784207258","https://openalex.org/W2791770126","https://openalex.org/W2793374514","https://openalex.org/W2793591288","https://openalex.org/W2807452548","https://openalex.org/W2809337696","https://openalex.org/W2891676308","https://openalex.org/W2891972003","https://openalex.org/W2892243961","https://openalex.org/W2892655517","https://openalex.org/W2898229024","https://openalex.org/W2900374344","https://openalex.org/W2901535212","https://openalex.org/W2905989873","https://openalex.org/W2907217626","https://openalex.org/W2907418706","https://openalex.org/W2909750134","https://openalex.org/W2913641542","https://openalex.org/W2927757764","https://openalex.org/W2931740600","https://openalex.org/W2936765280","https://openalex.org/W2939205758","https://openalex.org/W2942974168","https://openalex.org/W2946517438","https://openalex.org/W2949952338","https://openalex.org/W2950960195","https://openalex.org/W2952339821","https://openalex.org/W2953170989","https://openalex.org/W2953480562","https://openalex.org/W2963582414","https://openalex.org/W2963898676","https://openalex.org/W2966928417","https://openalex.org/W2970542142","https://openalex.org/W2970584612","https://openalex.org/W2975257945","https://openalex.org/W2979625539","https://openalex.org/W2983059328","https://openalex.org/W2984125395","https://openalex.org/W2987420928","https://openalex.org/W2991569761","https://openalex.org/W2993391473","https://openalex.org/W2996123529","https://openalex.org/W2997270386","https://openalex.org/W3002307009","https://openalex.org/W3002364566","https://openalex.org/W3004060418","https://openalex.org/W3005916987","https://openalex.org/W3012086411","https://openalex.org/W3015883382","https://openalex.org/W3016766401","https://openalex.org/W3017043543","https://openalex.org/W3018553093","https://openalex.org/W3022018768","https://openalex.org/W3026847252","https://openalex.org/W3037218930","https://openalex.org/W3038130579","https://openalex.org/W3043035595","https://openalex.org/W3048203945","https://openalex.org/W3048461476","https://openalex.org/W3048677995","https://openalex.org/W3049384104","https://openalex.org/W3081853933","https://openalex.org/W3093726871","https://openalex.org/W3101235356","https://openalex.org/W3105726605","https://openalex.org/W3107867348","https://openalex.org/W3108343101","https://openalex.org/W3118571930","https://openalex.org/W3133712233","https://openalex.org/W3135863685","https://openalex.org/W3162755526","https://openalex.org/W3163923624","https://openalex.org/W3164800327","https://openalex.org/W3165557931","https://openalex.org/W3165568288","https://openalex.org/W3167830600","https://openalex.org/W3177346545","https://openalex.org/W3185466267","https://openalex.org/W3196601069","https://openalex.org/W3199625556","https://openalex.org/W3200707343","https://openalex.org/W3205388847","https://openalex.org/W3206347783","https://openalex.org/W3207921778","https://openalex.org/W3217211195","https://openalex.org/W4200039699","https://openalex.org/W4200213204","https://openalex.org/W4210871949","https://openalex.org/W4213419599","https://openalex.org/W4214629748","https://openalex.org/W4224210822","https://openalex.org/W4248190608","https://openalex.org/W4281264487","https://openalex.org/W4281728047","https://openalex.org/W4281730990","https://openalex.org/W4281862768","https://openalex.org/W4283834996","https://openalex.org/W4288858094","https://openalex.org/W4292179996","https://openalex.org/W4293055117","https://openalex.org/W4295095258","https://openalex.org/W4295798464","https://openalex.org/W4303473182","https://openalex.org/W4303645605","https://openalex.org/W4306773185","https://openalex.org/W4306901727","https://openalex.org/W4311835569","https://openalex.org/W4313407790","https://openalex.org/W4317737897","https://openalex.org/W4323544015","https://openalex.org/W4324342085","https://openalex.org/W4353017632","https://openalex.org/W4368360071","https://openalex.org/W4376504840","https://openalex.org/W4381426054","https://openalex.org/W4386824092"],"related_works":["https://openalex.org/W7165454922","https://openalex.org/W2122296228","https://openalex.org/W7165547109","https://openalex.org/W4408509057","https://openalex.org/W4413081929","https://openalex.org/W2054627500","https://openalex.org/W7133459717","https://openalex.org/W1923679263","https://openalex.org/W6892159557","https://openalex.org/W1975874549"],"abstract_inverted_index":{"Determining":[0],"how":[1,27,67,139],"and":[2,95,100,144,148,164],"why":[3],"organisms":[4],"interact":[5],"is":[6],"fundamental":[7],"to":[8,12,37,97,128],"understanding":[9],"ecosystem":[10],"responses":[11,84,161],"future":[13,129,140,158],"environmental":[14,31,107,130],"change.":[15,131],"To":[16],"assess":[17],"the":[18,28,123,152],"impact":[19],"on":[20,33,138],"plant-pollinator":[21,48,86,159],"interactions,":[22],"recent":[23,44],"studies":[24,141],"have":[25],"examined":[26],"effects":[29],"of":[30,50,79,126,154,157],"change":[32],"individual":[34],"interactions":[35,127],"accumulate":[36],"generate":[38],"species-level":[39],"responses.":[40],"Here,":[41],"we":[42,120],"review":[43],"developments":[45],"in":[46],"using":[47],"networks":[49,71],"interacting":[51],"individuals":[52,59],"along":[53],"with":[54,82,135,151],"their":[55],"functional":[56],"traits,":[57],"where":[58],"are":[60],"nested":[61],"within":[62,85],"species":[63],"nodes.":[64],"We":[65,109,132],"highlight":[66],"these":[68],"individual-level,":[69],"trait-based":[70,116],"connect":[72],"intraspecific":[73],"trait":[74,149],"variation":[75],"(as":[76],"frequency":[77],"distributions":[78],"multiple":[80],"traits)":[81],"dynamic":[83],"communities.":[87],"This":[88],"approach":[89],"can":[90,119,142],"better":[91],"explain":[92],"interaction":[93,98,117,147],"plasticity,":[94],"changes":[96],"probabilities":[99],"network":[101,160],"structure":[102],"over":[103],"spatiotemporal":[104],"or":[105],"other":[106],"gradients.":[108],"argue":[110],"that":[111],"only":[112],"through":[113],"appreciating":[114],"such":[115],"plasticity":[118],"accurately":[121],"forecast":[122],"potential":[124],"vulnerability":[125],"follow":[133],"this":[134],"general":[136],"guidance":[137],"collect":[143],"analyse":[145],"high-resolution":[146],"data,":[150],"hope":[153],"improving":[155],"predictions":[156],"for":[162],"targeted":[163],"effective":[165],"conservation.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-01-23T00:00:00"}