{"id":"https://openalex.org/W6892421504","doi":"https://doi.org/10.5281/zenodo.10911892","title":"SDM results for 10,590 tree species from \"Regional uniqueness of tree species composition and response to forest loss and climate change\"","display_name":"SDM results for 10,590 tree species from \"Regional uniqueness of tree species composition and response to forest loss and climate change\"","publication_year":2024,"publication_date":"2024-04-03","ids":{"openalex":"https://openalex.org/W6892421504","doi":"https://doi.org/10.5281/zenodo.10911892"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.10911892","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10911892","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.10911892","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"van Tiel, Nina","orcid":"https://orcid.org/0009-0003-7159-8783"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"van Tiel, Nina","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne"],"raw_orcid":"https://orcid.org/0009-0003-7159-8783","affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fopp, Fabian","orcid":"https://orcid.org/0000-0003-0648-8484"},"institutions":[{"id":"https://openalex.org/I2800262456","display_name":"Swiss Federal Institute for Forest, Snow and Landscape Research","ror":"https://ror.org/04bs5yc70","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2800262456"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Fopp, Fabian","raw_affiliation_strings":["ETH Zurich","Swiss Federal Institute for Forest, Snow and Landscape Research"],"raw_orcid":"https://orcid.org/0000-0003-0648-8484","affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Swiss Federal Institute for Forest, Snow and Landscape Research","institution_ids":["https://openalex.org/I2800262456"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Brun, Philipp","orcid":"https://orcid.org/0000-0002-2750-9793"},"institutions":[{"id":"https://openalex.org/I4210086207","display_name":"Landesforschungsanstalt f\u00fcr Landwirtschaft und Fischerei Mecklenburg-Vorpommern","ror":"https://ror.org/00s21eg45","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210086207","https://openalex.org/I4392738121"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Brun, Philipp","raw_affiliation_strings":["Eidgen\u00f6ssische Forschungsanstalt f\u00fcr Wald Schnee und Landschaft"],"raw_orcid":"https://orcid.org/0000-0002-2750-9793","affiliations":[{"raw_affiliation_string":"Eidgen\u00f6ssische Forschungsanstalt f\u00fcr Wald Schnee und Landschaft","institution_ids":["https://openalex.org/I4210086207"]}]},{"author_position":"middle","author":{"id":null,"display_name":"van den Hoogen, Johan","orcid":"https://orcid.org/0000-0001-6624-8461"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"van den Hoogen, Johan","raw_affiliation_strings":["ETH Zurich"],"raw_orcid":"https://orcid.org/0000-0001-6624-8461","affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Karger, Dirk Nikolaus","orcid":"https://orcid.org/0000-0001-7770-6229"},"institutions":[{"id":"https://openalex.org/I2800262456","display_name":"Swiss Federal Institute for Forest, Snow and Landscape Research","ror":"https://ror.org/04bs5yc70","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2800262456"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Karger, Dirk Nikolaus","raw_affiliation_strings":["Swiss Federal Institute for Forest, Snow and Landscape Research"],"raw_orcid":"https://orcid.org/0000-0001-7770-6229","affiliations":[{"raw_affiliation_string":"Swiss Federal Institute for Forest, Snow and Landscape Research","institution_ids":["https://openalex.org/I2800262456"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Casadei, Cecilia Maria","orcid":"https://orcid.org/0000-0002-8246-9667"},"institutions":[{"id":"https://openalex.org/I2802229908","display_name":"Paul Scherrer Institute","ror":"https://ror.org/03eh3y714","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2802229908"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Casadei, Cecilia Maria","raw_affiliation_strings":["ETH Zurich","Paul Scherrer Institute"],"raw_orcid":"https://orcid.org/0000-0002-8246-9667","affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Paul Scherrer Institute","institution_ids":["https://openalex.org/I2802229908"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lyu, Lisha","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lyu, Lisha","raw_affiliation_strings":["ETH Zurich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tuia, Devis","orcid":"https://orcid.org/0000-0003-0374-2459"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tuia, Devis","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne"],"raw_orcid":"https://orcid.org/0000-0003-0374-2459","affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zimmermann, Niklaus E.","orcid":null},"institutions":[{"id":"https://openalex.org/I2800262456","display_name":"Swiss Federal Institute for Forest, Snow and Landscape Research","ror":"https://ror.org/04bs5yc70","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2800262456"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Zimmermann, Niklaus E.","raw_affiliation_strings":["Swiss Federal Institute for Forest, Snow and Landscape Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swiss Federal Institute for Forest, Snow and Landscape Research","institution_ids":["https://openalex.org/I2800262456"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Crowther, Thomas","orcid":"https://orcid.org/0000-0001-5674-8913"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Crowther, Thomas","raw_affiliation_strings":["ETH Zurich"],"raw_orcid":"https://orcid.org/0000-0001-5674-8913","affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":null,"display_name":"Pellissier, Lo\u00efc","orcid":null},"institutions":[{"id":"https://openalex.org/I2800262456","display_name":"Swiss Federal Institute for Forest, Snow and Landscape Research","ror":"https://ror.org/04bs5yc70","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2800262456"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pellissier, Lo\u00efc","raw_affiliation_strings":["ETH Zurich","Swiss Federal Institute for Forest, Snow and Landscape Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Swiss Federal Institute for Forest, Snow and Landscape Research","institution_ids":["https://openalex.org/I2800262456"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6025999784469604},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5654000043869019},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.4975999891757965},{"id":"https://openalex.org/keywords/directory","display_name":"Directory","score":0.4198000133037567},{"id":"https://openalex.org/keywords/species-distribution","display_name":"Species distribution","score":0.41600000858306885},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.3824000060558319}],"concepts":[{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6025999784469604},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5654000043869019},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.4975999891757965},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.46209999918937683},{"id":"https://openalex.org/C2777683733","wikidata":"https://www.wikidata.org/wiki/Q201456","display_name":"Directory","level":2,"score":0.4198000133037567},{"id":"https://openalex.org/C132124917","wikidata":"https://www.wikidata.org/wiki/Q4257161","display_name":"Species distribution","level":3,"score":0.41600000858306885},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3887999951839447},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.3824000060558319},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.3723999857902527},{"id":"https://openalex.org/C117021838","wikidata":"https://www.wikidata.org/wiki/Q124196","display_name":"Semi-arid climate","level":3,"score":0.34599998593330383},{"id":"https://openalex.org/C168754636","wikidata":"https://www.wikidata.org/wiki/Q620920","display_name":"Climate model","level":3,"score":0.3377000093460083},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.33079999685287476},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3179999887943268},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.3174999952316284},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.27730000019073486},{"id":"https://openalex.org/C187604713","wikidata":"https://www.wikidata.org/wiki/Q5570810","display_name":"Global biodiversity","level":3,"score":0.2727999985218048},{"id":"https://openalex.org/C2776172968","wikidata":"https://www.wikidata.org/wiki/Q135712","display_name":"Tropical climate","level":2,"score":0.26109999418258667}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.10911892","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10911892","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.10911892","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10911892","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.8591284155845642,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Output":[0],"from":[1,132,143],"species":[2,16,34,58,66,89,122,371,382,393],"distribution":[3,13,85,123],"models":[4],"(SDMs)":[5],"with":[6,64,100,415],"geographic":[7],"constraints":[8],"to":[9,38,104,119,128,145,280],"estimate":[10],"the":[11,18,28,48,65,81,84,101,120,247,252,287,290,312,331,399,416],"spatial":[12],"of":[14,32,83,139,258,269,301,316,325,336,343,353,386],"tree":[15,33,52],"at":[17,21],"global":[19],"level":[20],"a":[22,62,91,106],"30-arc":[23],"second":[24],"resolution,":[25],"presented":[26],"in":[27,61,264,389],"publication":[29],"\"Regional":[30],"uniqueness":[31],"composition":[35],"and":[36,41,90,339,408],"response":[37],"forest":[39],"loss":[40],"climate":[42,130,141,150,163,173,183,193,203,213,223,233],"change\".":[43],"Data":[44],"This":[45],"file":[46,109],"contains":[47,74,243,402],"results":[49,55],"for":[50,56,87,152,165,175,185,195,205,215,225,235,369,380],"10,590":[51],"species.":[53],"The":[54,94,241,410],"each":[57],"are":[59],"contained":[60],"directory":[63,73,400],"name":[67,394],"connected":[68],"by":[69],"an":[70],"underscore.":[71],"Each":[72],"several":[75],".tif":[76,95,108],"files":[77,96,403],"that":[78,88,117],"make":[79],"up":[80],"tiles":[82,411],"maps":[86],"metadata":[92,242],"file.":[93],"can":[97,412],"be":[98,378,413],"merged":[99,414],"gdal_merge.py":[102],"function":[103],"obtain":[105],"single":[107],"per":[110],"species,":[111],"which":[112,334],"will":[113],"contain":[114],"9":[115],"bands":[116],"correspond":[118],"predicted":[121],"using":[124],"climatic":[125],"variables":[126],"corresponding":[127],"various":[129],"projections":[131],"Chelsa":[133],"2.1.":[134],"Band":[135],"order":[136],"covariates_1981_2010:":[137],"average":[138,148,161,171,181,191,201,211,221,231],"historical":[140],"measurements":[142],"1981":[144],"2010":[146],"covariates_2011_2040_ssp126:":[147],"future":[149,162,172,182,192,202,212,222,232],"projection":[151,164,174,184,194,204,214,224,234],"2011-2040":[153,166,176],"under":[154,167,177,187,197,207,217,227,237,311],"shared":[155],"socioeconomic":[156],"pathway":[157],"(SSP)":[158],"1.26":[159,189,219],"covariates_2011_2040_ssp370:":[160],"SSP":[168,178,188,198,208,218,228,238],"3.70":[169,199,229],"covariates_2011_2040_ssp585:":[170],"5.85":[179,209,239],"covariates_2041_2070_ssp126:":[180],"2041-2070":[186,196,206],"covariates_2041_2070_ssp370:":[190],"covariates_2041_2070_ssp585:":[200],"covariates_2071_2100_ssp126:":[210],"2071-2100":[216,226,236],"covariates_2071_2100_ssp370:":[220],"covariates_2071_2100_ssp585:":[230],"Metadata":[240],"more":[244],"information":[245],"about":[246],"bands,":[248],"as":[249,251,286],"well":[250],"following":[253],"species-level":[254],"properties:":[255],"nobs:":[256],"number":[257,385],"spatially":[259],"distinct":[260],"occurrence":[261,337],"records":[262,338],"used":[263,279,388],"model":[265,271,283,303,317,345,355,390],"training":[266,332,391],"precision:":[267],"precision":[268],"binarised":[270,302,344,354],"output":[272,304,318,346,356],"computed":[273,305,319,347,357],"through":[274,306,320,348,358],"3-fold":[275,296,307,321,349,359],"cross-validation":[276,297,308,322,350,360],"threshold:":[277],"threshold":[278,288],"binarise":[281],"probabilistic":[282],"output,":[284],"determined":[285],"maximizing":[289],"true":[291],"skill":[292],"statistic":[293],"(TSS)":[294],"during":[295],"f1:":[298],"F1":[299],"score":[300],"auc:":[309],"area":[310],"ROC":[313],"curve":[314],"(AUC)":[315],"prevalence:":[323],"prevalence":[324],"presences":[326],"(ie.":[327],"occurrences":[328],"records)":[329],"throughout":[330],"data":[333],"consisted":[335],"pseudo-absences":[340,387],"tss:":[341],"TSS":[342],"recall:":[351],"recall":[352],"nativeness_info:":[361],"indicates":[362],"whether":[363],"reported":[364],"native":[365],"countries":[366],"were":[367],"available":[368],"this":[370],"(possible":[372],"values:":[373],"\"yes\"":[374,379],"or":[375],"\"no\",":[376],"should":[377],"all":[381],"included)":[383],"npa:":[384],"system:index:":[392],"Merging":[395],"example":[396],"For":[397],"example,":[398],"Abarema_barbouriana":[401],"Abarema_barbouriana_0.tif,":[404],"Abarema_barbouriana_2.tif,":[405],"...,":[406],"Abarema_barbouriana_9.tif":[407],"metadata.json.":[409],"command":[417],"\"gdal_merge.py":[418],"-o":[419],"Abarema_barbouriana_merged.tif":[420],"Abarema_barbouriana/Abarema_barbouriana_*.tif\".":[421]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
