{"id":"https://openalex.org/W7222828630","doi":"https://doi.org/10.1111/gcb.71142","title":"Direct and Trait\u2010Mediated Effects of Climate on Grassland Productivity Across the Alps","display_name":"Direct and Trait\u2010Mediated Effects of Climate on Grassland Productivity Across the Alps","publication_year":2026,"publication_date":"2026-10-01","ids":{"openalex":"https://openalex.org/W7222828630","doi":"https://doi.org/10.1111/gcb.71142","pmid":"https://pubmed.ncbi.nlm.nih.gov/42888832","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13675600"},"language":"en","primary_location":{"id":"doi:10.1111/gcb.71142","doi":"https://doi.org/10.1111/gcb.71142","is_oa":true,"landing_page_url":"https://doi.org/10.1111/gcb.71142","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/gcb.71142","source":{"id":"https://openalex.org/S74970393","display_name":"Global Change Biology","issn_l":"1354-1013","issn":["1354-1013","1365-2486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","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":"Global Change Biology","raw_type":"journal-article"},"volume":null,"type":"article","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/gcb.71142","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015065855","display_name":"Pierre Ga\u00fcz\u00e8re","orcid":"https://orcid.org/0000-0003-1259-6131","observed_orcids":["https://orcid.org/0000-0003-1259-6131"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210137965","display_name":"Laboratoire d'\u00c9cologie Alpine","ror":"https://ror.org/03x1z2w73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210107625","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210137965","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4387154391","https://openalex.org/I70900168","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Ga\u00fcz\u00e8re","raw_affiliation_strings":["Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France"],"raw_orcid":"https://orcid.org/0000-0003-1259-6131","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210137965","https://openalex.org/I70900168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061823944","display_name":"Maria H\u00e4llfors","orcid":"https://orcid.org/0000-0002-6890-8942","observed_orcids":["https://orcid.org/0000-0002-6890-8942"]},"institutions":[{"id":"https://openalex.org/I2800424308","display_name":"Finnish Environment Institute","ror":"https://ror.org/013nat269","country_code":"FI","type":"government","lineage":["https://openalex.org/I2800424308","https://openalex.org/I4210136438"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Maria H\u00e4llfors","raw_affiliation_strings":["Finnish Environment Institute  Helsinki Finland"],"raw_orcid":"https://orcid.org/0000-0002-6890-8942","affiliations":[{"raw_affiliation_string":"Finnish Environment Institute  Helsinki Finland","institution_ids":["https://openalex.org/I2800424308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080232604","display_name":"Jussi M\u00e4kinen","orcid":"https://orcid.org/0000-0001-6599-8279","observed_orcids":["https://orcid.org/0000-0001-6599-8279"]},"institutions":[{"id":"https://openalex.org/I2800424308","display_name":"Finnish Environment Institute","ror":"https://ror.org/013nat269","country_code":"FI","type":"government","lineage":["https://openalex.org/I2800424308","https://openalex.org/I4210136438"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jussi M\u00e4kinen","raw_affiliation_strings":["Finnish Environment Institute  Helsinki Finland"],"raw_orcid":"https://orcid.org/0000-0001-6599-8279","affiliations":[{"raw_affiliation_string":"Finnish Environment Institute  Helsinki Finland","institution_ids":["https://openalex.org/I2800424308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066803237","display_name":"Philippe Choler","orcid":"https://orcid.org/0000-0002-9062-2721","observed_orcids":["https://orcid.org/0000-0002-9062-2721"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210137965","display_name":"Laboratoire d'\u00c9cologie Alpine","ror":"https://ror.org/03x1z2w73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210107625","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210137965","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4387154391","https://openalex.org/I70900168","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Choler","raw_affiliation_strings":["Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France"],"raw_orcid":"https://orcid.org/0000-0002-9062-2721","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210137965","https://openalex.org/I70900168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033089242","display_name":"Risto K. Heikkinen","orcid":"https://orcid.org/0000-0003-4190-5108","observed_orcids":["https://orcid.org/0000-0003-4190-5108"]},"institutions":[{"id":"https://openalex.org/I2800424308","display_name":"Finnish Environment Institute","ror":"https://ror.org/013nat269","country_code":"FI","type":"government","lineage":["https://openalex.org/I2800424308","https://openalex.org/I4210136438"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Risto K. Heikkinen","raw_affiliation_strings":["Finnish Environment Institute  Helsinki Finland"],"raw_orcid":"https://orcid.org/0000-0003-4190-5108","affiliations":[{"raw_affiliation_string":"Finnish Environment Institute  Helsinki Finland","institution_ids":["https://openalex.org/I2800424308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114770138","display_name":"Romain Goury","orcid":"https://orcid.org/0009-0001-4051-9937","observed_orcids":["https://orcid.org/0009-0001-4051-9937"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210137965","display_name":"Laboratoire d'\u00c9cologie Alpine","ror":"https://ror.org/03x1z2w73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210107625","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210137965","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4387154391","https://openalex.org/I70900168","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Romain Goury","raw_affiliation_strings":["Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France"],"raw_orcid":"https://orcid.org/0009-0001-4051-9937","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210137965","https://openalex.org/I70900168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090480083","display_name":"Joaquim Estopinan","orcid":"https://orcid.org/0000-0001-9766-3887","observed_orcids":["https://orcid.org/0000-0001-9766-3887"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210137965","display_name":"Laboratoire d'\u00c9cologie Alpine","ror":"https://ror.org/03x1z2w73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210107625","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210137965","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4387154391","https://openalex.org/I70900168","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Joaquim Estopinan","raw_affiliation_strings":["Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France"],"raw_orcid":"https://orcid.org/0000-0001-9766-3887","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210137965","https://openalex.org/I70900168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073523465","display_name":"Cyrille Violle","orcid":"https://orcid.org/0000-0002-2471-9226","observed_orcids":["https://orcid.org/0000-0002-2471-9226"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I159885104","display_name":"\u00c9cole Pratique des Hautes \u00c9tudes","ror":"https://ror.org/046b3cj80","country_code":"FR","type":"education","lineage":["https://openalex.org/I159885104","https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210089824","display_name":"Centre d'\u00c9cologie Fonctionnelle et \u00c9volutive","ror":"https://ror.org/008rywf59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I159885104","https://openalex.org/I19894307","https://openalex.org/I24906876","https://openalex.org/I2746051580","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210089824","https://openalex.org/I4210090127","https://openalex.org/I4210107625","https://openalex.org/I4210117091","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4399657933","https://openalex.org/I4405261681"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyrille Violle","raw_affiliation_strings":["CEFE, Univ Montpellier, CNRS, EPHE, IRD, INRAE  Montpellier France"],"raw_orcid":"https://orcid.org/0000-0002-2471-9226","affiliations":[{"raw_affiliation_string":"CEFE, Univ Montpellier, CNRS, EPHE, IRD, INRAE  Montpellier France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I159885104","https://openalex.org/I19894307","https://openalex.org/I4210088668","https://openalex.org/I4210089824","https://openalex.org/I4210166444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029502655","display_name":"Franziska Schrodt","orcid":"https://orcid.org/0000-0001-9053-8872","observed_orcids":["https://orcid.org/0000-0001-9053-8872"]},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Franziska Schrodt","raw_affiliation_strings":["School of Geography University of Nottingham  Nottingham UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography University of Nottingham  Nottingham UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026959315","display_name":"Sara Si\u2010Moussi","orcid":"https://orcid.org/0000-0002-0519-8699","observed_orcids":["https://orcid.org/0000-0002-0519-8699"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210137965","display_name":"Laboratoire d'\u00c9cologie Alpine","ror":"https://ror.org/03x1z2w73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210107625","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210137965","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4387154391","https://openalex.org/I70900168","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sara Si Moussi","raw_affiliation_strings":["Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France"],"raw_orcid":"https://orcid.org/0000-0002-0519-8699","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210137965","https://openalex.org/I70900168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084901863","display_name":"Micka\u00ebl Hedde","orcid":"https://orcid.org/0000-0002-6733-3622","observed_orcids":["https://orcid.org/0000-0002-6733-3622"]},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I24906876","display_name":"Institut Agro Montpellier","ror":"https://ror.org/03rnk6m14","country_code":"FR","type":"education","lineage":["https://openalex.org/I24906876","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210091717","display_name":"Ecologie fonctionnelle & biog\u00e9ochimie des sols & des agro-syst\u00e8mes","ror":"https://ror.org/00b80ez59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856","https://openalex.org/I19894307","https://openalex.org/I24906876","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210091717","https://openalex.org/I4210117091","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4399657933"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Micka\u00ebl Hedde","raw_affiliation_strings":["Eco&Sols, INRAE, IRD, CIRAD, Institut Agro, University Montpellier  Montpellier France"],"raw_orcid":"https://orcid.org/0000-0002-6733-3622","affiliations":[{"raw_affiliation_string":"Eco&Sols, INRAE, IRD, CIRAD, Institut Agro, University Montpellier  Montpellier France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I19894307","https://openalex.org/I24906876","https://openalex.org/I4210088668","https://openalex.org/I4210091717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008303991","display_name":"Luca Santini","orcid":"https://orcid.org/0000-0002-5418-3688","observed_orcids":["https://orcid.org/0000-0002-5418-3688"]},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Santini","raw_affiliation_strings":["Department of Biology and Biotechnologies \u201cCharles Darwin\u201d Sapienza University of Rome  Rome Italy"],"raw_orcid":"https://orcid.org/0000-0002-5418-3688","affiliations":[{"raw_affiliation_string":"Department of Biology and Biotechnologies \u201cCharles Darwin\u201d Sapienza University of Rome  Rome Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072813166","display_name":"Wilfried Thuiller","orcid":"https://orcid.org/0000-0002-5388-5274","observed_orcids":["https://orcid.org/0000-0002-5388-5274"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210137965","display_name":"Laboratoire d'\u00c9cologie Alpine","ror":"https://ror.org/03x1z2w73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210107625","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210137965","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4387154391","https://openalex.org/I70900168","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Wilfried Thuiller","raw_affiliation_strings":["Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France"],"raw_orcid":"https://orcid.org/0000-0002-5388-5274","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, LECA  Grenoble France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210137965","https://openalex.org/I70900168"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":14,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4550,"currency":"USD","value_usd":4550},"apc_paid":{"value":4550,"currency":"USD","value_usd":4550},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74573894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"10","first_page":"e71142","last_page":"e71142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.6449999809265137,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.6449999809265137,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":0.3418000042438507,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.0032999999821186066,"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/montane-grassland","display_name":"montane grassland","score":0.8730000257492065},{"id":"https://openalex.org/keywords/alps","display_name":"Alps","score":0.5820000171661377},{"id":"https://openalex.org/keywords/chlorophyll-to-carotenoid-ratio","display_name":"chlorophyll to carotenoid ratio","score":0.8579999804496765},{"id":"https://openalex.org/keywords/functional-richness","display_name":"functional richness","score":0.9300000071525574},{"id":"https://openalex.org/keywords/climatic-water-deficit","display_name":"climatic water deficit","score":0.8629999756813049},{"id":"https://openalex.org/keywords/warming","display_name":"warming","score":0.699999988079071},{"id":"https://openalex.org/keywords/seasonal-variation","display_name":"seasonal variation","score":0.3240000009536743},{"id":"https://openalex.org/keywords/biodiversity-ecosystem-functioning","display_name":"biodiversity-ecosystem functioning","score":0.7239999771118164}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.734499990940094},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.579800009727478},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5360000133514404},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5339000225067139},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5232999920845032},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.5051000118255615},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.47530001401901245},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.4560999870300293},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.43720000982284546},{"id":"https://openalex.org/C137660486","wikidata":"https://www.wikidata.org/wiki/Q732240","display_name":"Growing season","level":2,"score":0.39739999175071716},{"id":"https://openalex.org/C53565203","wikidata":"https://www.wikidata.org/wiki/Q17146659","display_name":"Species richness","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C168754636","wikidata":"https://www.wikidata.org/wiki/Q620920","display_name":"Climate model","level":3,"score":0.3140999972820282},{"id":"https://openalex.org/C2778372335","wikidata":"https://www.wikidata.org/wiki/Q5133509","display_name":"Climate change scenario","level":3,"score":0.3125},{"id":"https://openalex.org/C115343472","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Global warming","level":3,"score":0.31029999256134033},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.28690001368522644},{"id":"https://openalex.org/C39807119","wikidata":"https://www.wikidata.org/wiki/Q1134228","display_name":"Tree canopy","level":3,"score":0.27900001406669617},{"id":"https://openalex.org/C2775835988","wikidata":"https://www.wikidata.org/wiki/Q1006733","display_name":"Grassland","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C114990195","wikidata":"https://www.wikidata.org/wiki/Q1430548","display_name":"Effects of global warming","level":4,"score":0.26669999957084656},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.2574000060558319},{"id":"https://openalex.org/C151355145","wikidata":"https://www.wikidata.org/wiki/Q4357466","display_name":"Productivity model","level":4,"score":0.2542000114917755}],"mesh":[{"descriptor_ui":"D002980","descriptor_name":"Climate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057231","descriptor_name":"Climate Change","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D065948","descriptor_name":"Grassland","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1111/gcb.71142","doi":"https://doi.org/10.1111/gcb.71142","is_oa":true,"landing_page_url":"https://doi.org/10.1111/gcb.71142","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/gcb.71142","source":{"id":"https://openalex.org/S74970393","display_name":"Global Change Biology","issn_l":"1354-1013","issn":["1354-1013","1365-2486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","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":"Global Change Biology","raw_type":"journal-article"},{"id":"doi:10.32942/x23t0t","doi":"https://doi.org/10.32942/x23t0t","is_oa":true,"landing_page_url":"https://doi.org/10.32942/x23t0t","pdf_url":null,"source":null,"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":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:13675600","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13675600/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13675600/pdf/GCB-32-e71142.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Glob Chang Biol","raw_type":"Text"},{"id":"pmid:42888832","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42888832","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":"Global change biology","raw_type":"Journal Article"},{"id":"pmh:oai:HAL:hal-05852113v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-05852113","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":"Global Change Biology, 2026, 32 (10), ⟨10.1111/gcb.71142⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:eer:id:12280","doi":null,"is_oa":true,"landing_page_url":"https://ecoevorxiv.org/repository/object/12280/download/21986/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402488","display_name":"EcoEvoRxiv","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"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":"EcoEvoRxiv","raw_type":"PREPRINTS"}],"best_oa_location":{"id":"doi:10.1111/gcb.71142","doi":"https://doi.org/10.1111/gcb.71142","is_oa":true,"landing_page_url":"https://doi.org/10.1111/gcb.71142","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/gcb.71142","source":{"id":"https://openalex.org/S74970393","display_name":"Global Change Biology","issn_l":"1354-1013","issn":["1354-1013","1365-2486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","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":"Global Change Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":1.0},{"id":"https://metadata.un.org/sdg/15","display_name":"Life on land","score":0.7605999708175659}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7837291908","display_name":null,"funder_award_id":"101134954","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320319831","display_name":"Ministero della transizione ecologica","ror":null},{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"},{"id":"https://openalex.org/F4320321735","display_name":"Fondation pour la Recherche sur la Biodiversite","ror":"https://ror.org/05x5km989"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7222828630.pdf","grobid_xml":"https://content.openalex.org/works/W7222828630.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1497751391","https://openalex.org/W1575330260","https://openalex.org/W1594032928","https://openalex.org/W1901442568","https://openalex.org/W1967901188","https://openalex.org/W1976156597","https://openalex.org/W1987043637","https://openalex.org/W2030784825","https://openalex.org/W2034085189","https://openalex.org/W2034672914","https://openalex.org/W2064604453","https://openalex.org/W2075900978","https://openalex.org/W2090863412","https://openalex.org/W2114983539","https://openalex.org/W2120660679","https://openalex.org/W2133946740","https://openalex.org/W2138822692","https://openalex.org/W2157751789","https://openalex.org/W2159632117","https://openalex.org/W2162049685","https://openalex.org/W2168173042","https://openalex.org/W2183908049","https://openalex.org/W2283727311","https://openalex.org/W2444478421","https://openalex.org/W2516412211","https://openalex.org/W2548357517","https://openalex.org/W2560970169","https://openalex.org/W2565157507","https://openalex.org/W2570471361","https://openalex.org/W2603028033","https://openalex.org/W2767366136","https://openalex.org/W2799399343","https://openalex.org/W2888414317","https://openalex.org/W2897988501","https://openalex.org/W2914855590","https://openalex.org/W2949382337","https://openalex.org/W2969017260","https://openalex.org/W2987906229","https://openalex.org/W2994908453","https://openalex.org/W3033417035","https://openalex.org/W3164140921","https://openalex.org/W4210956705","https://openalex.org/W4220901123","https://openalex.org/W4226027522","https://openalex.org/W4283806390","https://openalex.org/W4293468125","https://openalex.org/W4308884011","https://openalex.org/W4372294498","https://openalex.org/W4387740104","https://openalex.org/W4391642693","https://openalex.org/W4404097713","https://openalex.org/W4407104196"],"related_works":["https://openalex.org/W7140081112","https://openalex.org/W2169931830","https://openalex.org/W105252837","https://openalex.org/W2766197708","https://openalex.org/W2794065160","https://openalex.org/W6967502839","https://openalex.org/W7214236869","https://openalex.org/W2533905120","https://openalex.org/W2890884454","https://openalex.org/W2304026956"],"abstract_inverted_index":{"Understanding":[0],"how":[1,133],"climate":[2,115,145,228],"shapes":[3],"ecosystem":[4],"productivity":[5,44,97,152,179,210,243,272],"through":[6,49,123,181,287],"energetic":[7,282],"constraints":[8,283],"and":[9,33,57,82,95,119,127,198,206,223,233,251,284,292],"changes":[10,50],"in":[11,28,51,249,274],"the":[12,63,90],"functional":[13,53,60,74,87,91,125,201,290],"properties":[14,126],"expressed":[15],"by":[16],"vegetation":[17,96,102],"remains":[18],"challenging.":[19],"This":[20],"is":[21],"central":[22],"to":[23,113,131,146,245],"trait-based":[24],"biodiversity-ecosystem":[25],"functioning":[26],"research":[27],"mountain":[29,275],"grasslands":[30,276],"where":[31,259],"warming":[32,246],"environmental":[34,138],"gradients":[35],"interact.":[36],"Here,":[37],"we":[38,71],"distinguish":[39],"direct":[40,118,183,205,281],"climatic":[41,255],"controls":[42],"on":[43,230],"from":[45,76,214],"indirect":[46,172,285],"pathways":[47,135,143,188,286],"operating":[48,122],"canopy":[52,73,124,195,231,289],"composition,":[54],"physiological":[55],"state,":[56],"within-plot":[58,85,199],"spectral":[59,77,86,200],"heterogeneity":[61,88],"across":[62,240],"European":[64],"Alps.":[65],"Using":[66],"Sentinel-2":[67],"time":[68],"series":[69],"(2017-2024),":[70],"quantified":[72],"structure":[75],"proxies":[78],"of":[79,101],"pigment":[80,161],"investment":[81],"water":[83,192,196],"status,":[84],"using":[89,98],"richness":[92],"(FRic)":[93],"metric,":[94],"near-infrared":[99],"reflectance":[100],"(NIRv).":[103],"We":[104,140],"combined":[105],"panel-data":[106],"models":[107,130],"with":[108,157,164,209],"piecewise":[109],"structural":[110],"equation":[111],"modeling":[112],"partition":[114],"associations":[116,208],"into":[117],"trait-mediated":[120],"components":[121],"used":[128],"varying-coefficient":[129],"evaluate":[132],"these":[134],"vary":[136],"along":[137,297],"gradients.":[139,299],"identified":[141],"two":[142],"linking":[144],"productivity.":[147],"Warmer":[148],"growing":[149],"seasons":[150],"increased":[151],"directly":[153],"but":[154,203,257],"were":[155,189,211,247],"associated":[156],"a":[158,182,278],"lower":[159],"chlorophyll-to-carotenoid":[160],"balance,":[162],"consistent":[163],"greater":[165],"relative":[166],"carotenoid":[167],"investment,":[168],"generating":[169],"an":[170],"opposing":[171],"pathway.":[173],"Greater":[174],"winter":[175,261],"snow":[176,262],"accumulation":[177,263],"reduced":[178,194],"primarily":[180],"pathway,":[184],"while":[185],"its":[186,204],"canopy-mediated":[187],"uncertain.":[190],"Climatic":[191],"deficit":[193],"status":[197],"heterogeneity,":[202],"total":[207],"not":[212],"distinguishable":[213],"zero.":[215],"Environmental":[216],"context":[217],"modulated":[218],"climate-vegetation":[219],"relationships.":[220],"Baseline":[221],"temperature":[222],"moisture":[224],"availability":[225],"strongly":[226],"shaped":[227],"effects":[229],"traits":[232],"productivity,":[234],"whereas":[235],"canopy-property-productivity":[236],"relationships":[237],"varied":[238],"little":[239],"space.":[241],"Positive":[242],"responses":[244,273],"stronger":[248],"wetter":[250],"more":[252],"seasonally":[253],"variable":[254],"contexts,":[256],"weakened":[258],"baseline":[260],"was":[264],"greater.":[265],"Together,":[266],"our":[267],"findings":[268],"show":[269],"that":[270,293],"short-term":[271],"reflect":[277],"balance":[279,295],"between":[280],"integrated":[288],"properties,":[291],"this":[294],"varies":[296],"macroclimatic":[298]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-10-18T00:00:00"}