{"id":"https://openalex.org/W7117532011","doi":"https://doi.org/10.1038/s41598-025-33743-8","title":"Climate-driven habitat shifts And niche overlap of overexploited trees Cordia africana Lam. and Terminalia brownii Fresen in Ethiopia","display_name":"Climate-driven habitat shifts And niche overlap of overexploited trees Cordia africana Lam. and Terminalia brownii Fresen in Ethiopia","publication_year":2025,"publication_date":"2025-12-30","ids":{"openalex":"https://openalex.org/W7117532011","doi":"https://doi.org/10.1038/s41598-025-33743-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/41469786","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/12852741"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-025-33743-8","doi":"https://doi.org/10.1038/s41598-025-33743-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-025-33743-8","pdf_url":"https://www.nature.com/articles/s41598-025-33743-8_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-025-33743-8_reference.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Daniel Melese","orcid":"https://orcid.org/0009-0000-3692-748X","observed_orcids":["https://orcid.org/0009-0000-3692-748X"]},"institutions":[{"id":"https://openalex.org/I267325792","display_name":"Mizan Tepi University","ror":"https://ror.org/03bs4te22","country_code":"ET","type":"education","lineage":["https://openalex.org/I267325792"]},{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Daniel Melese","raw_affiliation_strings":["Department of Biology, Mizan Tepi University, Tepi, Ethiopia. daniel12melese@gmail.com","Department of Plant Biology and Biodiversity Management, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia. daniel12melese@gmail.com"],"raw_orcid":"https://orcid.org/0009-0000-3692-748X","affiliations":[{"raw_affiliation_string":"Department of Biology, Mizan Tepi University, Tepi, Ethiopia. daniel12melese@gmail.com","institution_ids":["https://openalex.org/I267325792"]},{"raw_affiliation_string":"Department of Plant Biology and Biodiversity Management, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia. daniel12melese@gmail.com","institution_ids":["https://openalex.org/I4537092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074370167","display_name":"Muluye Asnakew","orcid":"https://orcid.org/0009-0004-4245-7188","observed_orcids":["https://orcid.org/0009-0004-4245-7188"]},"institutions":[{"id":"https://openalex.org/I267325792","display_name":"Mizan Tepi University","ror":"https://ror.org/03bs4te22","country_code":"ET","type":"education","lineage":["https://openalex.org/I267325792"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Muluye Asnakew","raw_affiliation_strings":["Department of Biology, Mizan Tepi University, Tepi, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biology, Mizan Tepi University, Tepi, Ethiopia","institution_ids":["https://openalex.org/I267325792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002387106","display_name":"Ashebir Awoke","orcid":"https://orcid.org/0009-0004-8408-9360","observed_orcids":["https://orcid.org/0009-0004-8408-9360"]},"institutions":[{"id":"https://openalex.org/I267325792","display_name":"Mizan Tepi University","ror":"https://ror.org/03bs4te22","country_code":"ET","type":"education","lineage":["https://openalex.org/I267325792"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Ashebir Awoke","raw_affiliation_strings":["Department of Biology, Mizan Tepi University, Tepi, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biology, Mizan Tepi University, Tepi, Ethiopia","institution_ids":["https://openalex.org/I267325792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121534906","display_name":"Atnafu Tesfaw","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Atnafu Tesfaw","raw_affiliation_strings":["Dessie Tissue Culture Center, Dessie, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dessie Tissue Culture Center, Dessie, Ethiopia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049093043","display_name":"Yibeltal Meslie","orcid":"https://orcid.org/0000-0002-6997-7544","observed_orcids":["https://orcid.org/0000-0002-6997-7544"]},"institutions":[{"id":"https://openalex.org/I4405255390","display_name":"Mekdela Amba University","ror":"https://ror.org/02yxgb786","country_code":"ET","type":"education","lineage":["https://openalex.org/I4405255390"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Yibeltal Meslie","raw_affiliation_strings":["Mekdela Amba University, Tuluawulia, Ethiopia"],"raw_orcid":"https://orcid.org/0000-0002-6997-7544","affiliations":[{"raw_affiliation_string":"Mekdela Amba University, Tuluawulia, Ethiopia","institution_ids":["https://openalex.org/I4405255390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065350814","display_name":"Yibelu Yitayih","orcid":"https://orcid.org/0009-0006-7247-7563","observed_orcids":["https://orcid.org/0009-0006-7247-7563"]},"institutions":[{"id":"https://openalex.org/I8764889","display_name":"University of Gondar","ror":"https://ror.org/0595gz585","country_code":"ET","type":"education","lineage":["https://openalex.org/I8764889"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Yibelu Yitayih Hailie","raw_affiliation_strings":["Department of Biology, University of Gondar, Gondar, Ethiopia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biology, University of Gondar, Gondar, Ethiopia","institution_ids":["https://openalex.org/I8764889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I267325792","https://openalex.org/I4537092"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":4.4012,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94298507,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"16","issue":"1","first_page":"3779","last_page":"3779"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12618","display_name":"Botany and Plant Ecology Studies","score":0.0003000000142492354,"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/T12630","display_name":"African Botany and Ecology Studies","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cordia-africana","display_name":"Cordia africana","score":1.0},{"id":"https://openalex.org/keywords/terminalia-brownii","display_name":"Terminalia brownii","score":1.0},{"id":"https://openalex.org/keywords/climate-change-impacts-on-trees","display_name":"climate change impacts on trees","score":0.7630000114440918},{"id":"https://openalex.org/keywords/habitat-suitability","display_name":"habitat suitability","score":0.7310000061988831},{"id":"https://openalex.org/keywords/species-distribution-modeling","display_name":"species distribution modeling","score":0.7620000243186951},{"id":"https://openalex.org/keywords/niche-overlap","display_name":"niche overlap","score":0.796999990940094},{"id":"https://openalex.org/keywords/range-shifts","display_name":"range shifts","score":0.7289999723434448},{"id":"https://openalex.org/keywords/climate-refugia","display_name":"climate refugia","score":0.7940000295639038},{"id":"https://openalex.org/keywords/overexploitation","display_name":"overexploitation","score":0.8360000252723694},{"id":"https://openalex.org/keywords/multipurpose-trees","display_name":"multipurpose trees","score":0.8230000138282776},{"id":"https://openalex.org/keywords/conservation-planning","display_name":"conservation planning","score":0.527999997138977},{"id":"https://openalex.org/keywords/community-based-forest-management","display_name":"community forestry","score":0.8389999866485596},{"id":"https://openalex.org/keywords/ethiopia","display_name":"Ethiopia","score":0.5400000214576721}],"concepts":[{"id":"https://openalex.org/C24518262","wikidata":"https://www.wikidata.org/wiki/Q16197023","display_name":"Threatened species","level":3,"score":0.7580999732017517},{"id":"https://openalex.org/C152613627","wikidata":"https://www.wikidata.org/wiki/Q3050262","display_name":"Overexploitation","level":2,"score":0.7540000081062317},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.7196000218391418},{"id":"https://openalex.org/C103215972","wikidata":"https://www.wikidata.org/wiki/Q5381340","display_name":"Environmental niche modelling","level":4,"score":0.6963000297546387},{"id":"https://openalex.org/C102715595","wikidata":"https://www.wikidata.org/wiki/Q172861","display_name":"Ecological niche","level":3,"score":0.6359999775886536},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.6126000285148621},{"id":"https://openalex.org/C153991713","wikidata":"https://www.wikidata.org/wiki/Q17142856","display_name":"Niche","level":2,"score":0.5859000086784363},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.4991999864578247},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.42500001192092896},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3824000060558319},{"id":"https://openalex.org/C64229544","wikidata":"https://www.wikidata.org/wiki/Q552431","display_name":"Habitat destruction","level":3,"score":0.3693999946117401},{"id":"https://openalex.org/C2778051828","wikidata":"https://www.wikidata.org/wiki/Q1469349","display_name":"Terminalia","level":2,"score":0.3560999929904938},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.35019999742507935},{"id":"https://openalex.org/C132124917","wikidata":"https://www.wikidata.org/wiki/Q4257161","display_name":"Species distribution","level":3,"score":0.3409000039100647},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.32589998841285706},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.31529998779296875},{"id":"https://openalex.org/C179345059","wikidata":"https://www.wikidata.org/wiki/Q11394","display_name":"Endangered species","level":3,"score":0.30790001153945923},{"id":"https://openalex.org/C78991832","wikidata":"https://www.wikidata.org/wiki/Q3027700","display_name":"Niche differentiation","level":3,"score":0.3052000105381012},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.2924000024795532},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C115343472","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Global warming","level":3,"score":0.27810001373291016},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C28631016","wikidata":"https://www.wikidata.org/wiki/Q372561","display_name":"Forest management","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C173651095","wikidata":"https://www.wikidata.org/wiki/Q1065449","display_name":"Introduced species","level":2,"score":0.2524000108242035}],"mesh":[{"descriptor_ui":"D000093743","descriptor_name":"Random Forest","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002980","descriptor_name":"Climate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003247","descriptor_name":"Conservation of Natural Resources","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005002","descriptor_name":"Ethiopia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014197","descriptor_name":"Trees","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057231","descriptor_name":"Climate Change","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1038/s41598-025-33743-8","doi":"https://doi.org/10.1038/s41598-025-33743-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-025-33743-8","pdf_url":"https://www.nature.com/articles/s41598-025-33743-8_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:11658349","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12852741","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmid:41469786","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41469786","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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12852741","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12852741/","pdf_url":null,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:2cc0a5cb66224ce5aee469a53280c31d","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/2cc0a5cb66224ce5aee469a53280c31d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Reports, Vol 16, Iss 1, Pp 1-18 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41598-025-33743-8","doi":"https://doi.org/10.1038/s41598-025-33743-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-025-33743-8","pdf_url":"https://www.nature.com/articles/s41598-025-33743-8_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life on land","score":1.0},{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.9786999821662903}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7117532011.pdf","grobid_xml":"https://content.openalex.org/works/W7117532011.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W1182682356","https://openalex.org/W1507800548","https://openalex.org/W1541774929","https://openalex.org/W1555585673","https://openalex.org/W1982145702","https://openalex.org/W2005054054","https://openalex.org/W2008328759","https://openalex.org/W2013472955","https://openalex.org/W2041362302","https://openalex.org/W2042909659","https://openalex.org/W2043446899","https://openalex.org/W2056868695","https://openalex.org/W2079018504","https://openalex.org/W2095766166","https://openalex.org/W2099476391","https://openalex.org/W2114060135","https://openalex.org/W2115256358","https://openalex.org/W2118072459","https://openalex.org/W2119202692","https://openalex.org/W2123337039","https://openalex.org/W2125909173","https://openalex.org/W2129435498","https://openalex.org/W2132143030","https://openalex.org/W2133951380","https://openalex.org/W2135695572","https://openalex.org/W2150246922","https://openalex.org/W2155218173","https://openalex.org/W2157641482","https://openalex.org/W2165196584","https://openalex.org/W2168113371","https://openalex.org/W2172138805","https://openalex.org/W2174882701","https://openalex.org/W2324360419","https://openalex.org/W2329686738","https://openalex.org/W2410390527","https://openalex.org/W2591674160","https://openalex.org/W2614464134","https://openalex.org/W2745003830","https://openalex.org/W2747302368","https://openalex.org/W2773817260","https://openalex.org/W2787894218","https://openalex.org/W2808363984","https://openalex.org/W2885986956","https://openalex.org/W2888155990","https://openalex.org/W2933947088","https://openalex.org/W2947738217","https://openalex.org/W2958856141","https://openalex.org/W2965791769","https://openalex.org/W2985267253","https://openalex.org/W2997429038","https://openalex.org/W3034123337","https://openalex.org/W3036201401","https://openalex.org/W3083395511","https://openalex.org/W3109972738","https://openalex.org/W3126884816","https://openalex.org/W3129684446","https://openalex.org/W3133765502","https://openalex.org/W3170250190","https://openalex.org/W3196071287","https://openalex.org/W4205463790","https://openalex.org/W4205896288","https://openalex.org/W4214603650","https://openalex.org/W4234850000","https://openalex.org/W4313437306","https://openalex.org/W4362737001","https://openalex.org/W4385589289","https://openalex.org/W4386387015","https://openalex.org/W4388792491","https://openalex.org/W4390506881","https://openalex.org/W4406708713","https://openalex.org/W4407056029","https://openalex.org/W4407311200","https://openalex.org/W4410033791","https://openalex.org/W4414078275","https://openalex.org/W4414258068","https://openalex.org/W4414662718","https://openalex.org/W4417152317","https://openalex.org/W6886958006","https://openalex.org/W6962224000"],"related_works":["https://openalex.org/W4313437306","https://openalex.org/W4415775402","https://openalex.org/W7140618480","https://openalex.org/W4414662718","https://openalex.org/W4414104663","https://openalex.org/W4200520003","https://openalex.org/W7123408307","https://openalex.org/W4409343959","https://openalex.org/W4389379402","https://openalex.org/W4220813896"],"abstract_inverted_index":{"Cordia":[0],"africana":[1,139,162,225,276,283],"and":[2,12,20,26,37,50,53,60,75,86,113,141,145,170,184,201,231,246,249,270,287,315],"Terminalia":[3],"brownii,":[4],"indigenous":[5],"Ethiopian":[6],"multipurpose":[7,242],"trees":[8],"of":[9,203,263,274,326],"high":[10],"ecological":[11,317],"socioeconomic":[13],"value,":[14],"are":[15,193,216],"increasingly":[16],"threatened":[17],"by":[18,208],"overexploitation":[19],"climate":[21,64,189,331],"change.":[22,332],"Understanding":[23],"how":[24],"climatic":[25],"anthropogenic":[27],"factors":[28],"shape":[29],"their":[30,241],"distribution":[31],"is":[32],"critical":[33],"for":[34,80,137,154,160,213,223],"sustainable":[35],"management":[36],"conservation.":[38],"This":[39],"study":[40],"identified":[41],"key":[42],"environmental":[43,232],"drivers,":[44],"predicted":[45],"suitable":[46,158,191],"habitats":[47,212],"under":[48,68,133,329],"current":[49],"future":[51,188,330],"climates,":[52],"assessed":[54,67],"shifts":[55],"in":[56,166,180],"distribution,":[57],"geographic":[58,250],"range,":[59,269],"niche":[61,248],"overlap.":[62],"Future":[63],"projections":[65],"were":[66],"two":[69,81,236],"scenarios:":[70],"the":[71,76,84,131,134,146,167,181,209,235,256,260,271],"medium-emission":[72],"scenario":[73,78],"(SSP2-4.5)":[74],"high-emission":[77],"(SSP5-8.5),":[79],"time":[82],"horizons:":[83],"2050s":[85],"2070s.":[87,210],"An":[88],"ensemble":[89],"modeling":[90],"framework":[91],"was":[92,120,152,164,177,238],"applied":[93],"using":[94,130],"seven":[95],"algorithms:":[96],"boosted":[97],"regression":[98,116],"trees,":[99],"random":[100],"forest,":[101],"generalized":[102,105],"linear":[103],"model,":[104,107],"additive":[106],"maximum":[108],"entropy,":[109],"support":[110,297],"vector":[111],"machine,":[112],"multivariate":[114],"adaptive":[115],"splines.":[117],"Each":[118],"model":[119,128],"run":[121],"with":[122,220],"ten":[123],"sub-sampled":[124],"replicates.":[125],"We":[126],"evaluated":[127],"performance":[129],"area":[132],"curve":[135],"(AUC)":[136],"C.":[138,161,224,275,282],"(0.84)":[140],"T.":[142,174,264,291],"brownii":[143,175,265,292],"(0.82),":[144],"true":[147],"skill":[148],"statistic":[149],"(TSS),":[150],"which":[151],"0.60":[153],"both":[155,214],"species.":[156],"Predicted":[157],"habitat":[159,258],"(20.1%)":[163],"concentrated":[165],"western,":[168],"central,":[169],"southwestern":[171],"regions,":[172],"while":[173,290],"(19.9%)":[176],"mainly":[178],"distributed":[179],"northern,":[182],"eastern,":[183],"southeastern":[185],"lowlands.":[186],"Under":[187],"scenarios,":[190],"areas":[192],"projected":[194,257],"to":[195,199,218,296],"decline":[196,262],"sharply,":[197],"shrinking":[198],"8.68%":[200],"2.07%":[202],"Ethiopia\u2019s":[204],"land":[205],"area,":[206],"respectively,":[207],"Suitable":[211],"species":[215,237,320],"expected":[217],"contract,":[219],"potential":[221],"refugia":[222,277,285],"shifting":[226],"toward":[227],"highland":[228],"areas.":[229],"Geographic":[230],"overlap":[233],"between":[234],"minimal.":[239],"Given":[240],"use,":[243],"increasing":[244],"vulnerability,":[245],"limited":[247],"overlap,":[251],"our":[252],"results":[253],"show":[254],"that":[255],"contraction,":[259],"marked":[261],"within":[266],"its":[267,298],"natural":[268],"upslope":[272],"shift":[273],"require":[278,323],"species-specific":[279],"conservation":[280],"actions.":[281],"needs":[284],"protection":[286],"climate-adapted":[288],"management,":[289,314],"requires":[293],"targeted":[294],"measures":[295],"long-term":[299],"viability.":[300],"Conservation":[301],"efforts":[302],"should":[303],"focus":[304],"on":[305],"safeguarding":[306],"existing":[307],"habitats,":[308],"regulating":[309],"harvesting,":[310],"strengthening":[311],"community-based":[312],"forest":[313],"maintaining":[316],"connectivity.":[318],"Both":[319],"will":[321],"also":[322],"stricter":[324],"control":[325],"human":[327],"use":[328]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-12-30T00:00:00"}
