{"id":"https://openalex.org/W7214066847","doi":"https://doi.org/10.64898/2026.09.20.752453","title":"Projected habitat loss and spatial redistribution of two alpine and subalpine species in Himachal Pradesh, Western Himalaya under CMIP6 scenarios","display_name":"Projected habitat loss and spatial redistribution of two alpine and subalpine species in Himachal Pradesh, Western Himalaya under CMIP6 scenarios","publication_year":2026,"publication_date":"2026-09-23","ids":{"openalex":"https://openalex.org/W7214066847","doi":"https://doi.org/10.64898/2026.09.20.752453"},"language":"en","primary_location":{"id":"doi:10.64898/2026.09.20.752453","doi":"https://doi.org/10.64898/2026.09.20.752453","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.09.20.752453","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2026/09/23/2026.09.20.752453.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.biorxiv.org/content/biorxiv/early/2026/09/23/2026.09.20.752453.full.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038405250","display_name":"Simran Tomar","orcid":"https://orcid.org/0000-0003-4568-6387","observed_orcids":["https://orcid.org/0000-0003-4568-6387"]},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]},{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simran Tomar","raw_affiliation_strings":["Institute of Water, Waste and Environmental Engineering, University of Kassel, 34125 Kassel, Germany","Theoretical and Applied Biodiversity Research, Faculty of Biology and Biotechnology, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4568-6387","affiliations":[{"raw_affiliation_string":"Institute of Water, Waste and Environmental Engineering, University of Kassel, 34125 Kassel, Germany","institution_ids":["https://openalex.org/I106157433"]},{"raw_affiliation_string":"Theoretical and Applied Biodiversity Research, Faculty of Biology and Biotechnology, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109532469","display_name":"Merja Helena T\u00f6lle","orcid":"https://orcid.org/0000-0003-1958-2795","observed_orcids":["https://orcid.org/0000-0003-1958-2795"]},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Merja Helena T\u00f6lle","raw_affiliation_strings":["Institute of Water, Waste and Environmental Engineering, University of Kassel, 34125 Kassel, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1958-2795","affiliations":[{"raw_affiliation_string":"Institute of Water, Waste and Environmental Engineering, University of Kassel, 34125 Kassel, Germany","institution_ids":["https://openalex.org/I106157433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017941386","display_name":"Matthijs Vos","orcid":"https://orcid.org/0000-0001-6123-9646","observed_orcids":["https://orcid.org/0000-0001-6123-9646"]},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Matthijs Vos","raw_affiliation_strings":["Theoretical and Applied Biodiversity Research, Faculty of Biology and Biotechnology, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6123-9646","affiliations":[{"raw_affiliation_string":"Theoretical and Applied Biodiversity Research, Faculty of Biology and Biotechnology, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017941386"],"corresponding_institution_ids":["https://openalex.org/I904495901"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"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":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9994999766349792,"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":0.9994999766349792,"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":0.00019999999494757503,"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/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/habitat-suitability","display_name":"habitat suitability","score":0.7919999957084656},{"id":"https://openalex.org/keywords/habitat-loss","display_name":"habitat loss","score":0.7310000061988831},{"id":"https://openalex.org/keywords/species-redistribution","display_name":"species redistribution","score":0.6690000295639038},{"id":"https://openalex.org/keywords/meconopsis-aculeata","display_name":"Meconopsis aculeata","score":0.968999981880188},{"id":"https://openalex.org/keywords/rhododendron-campanulatum","display_name":"Rhododendron campanulatum","score":1.0},{"id":"https://openalex.org/keywords/alpine-plants","display_name":"alpine plants","score":0.8560000061988831},{"id":"https://openalex.org/keywords/subalpine-plants","display_name":"subalpine plants","score":0.9049999713897705},{"id":"https://openalex.org/keywords/cmip6-projections","display_name":"CMIP6 projections","score":0.8050000071525574},{"id":"https://openalex.org/keywords/shared-socioeconomic-pathways","display_name":"Shared Socioeconomic Pathways","score":0.984000027179718},{"id":"https://openalex.org/keywords/hadgem3-gc31-ll","display_name":"HadGEM3-GC31-LL","score":0.8880000114440918},{"id":"https://openalex.org/keywords/proximity-analysis","display_name":"proximity analysis","score":0.6759999990463257},{"id":"https://openalex.org/keywords/western-himalaya","display_name":"Western Himalaya","score":0.6639999747276306},{"id":"https://openalex.org/keywords/himachal-pradesh","display_name":"Himachal Pradesh","score":0.9639999866485596}],"concepts":[{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.7630000114440918},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.6121000051498413},{"id":"https://openalex.org/C23519681","wikidata":"https://www.wikidata.org/wiki/Q1141462","display_name":"Montane ecology","level":2,"score":0.5123999714851379},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4731999933719635},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.4092999994754791},{"id":"https://openalex.org/C63644423","wikidata":"https://www.wikidata.org/wiki/Q338562","display_name":"Interspecific competition","level":2,"score":0.37689998745918274},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3580000102519989},{"id":"https://openalex.org/C64229544","wikidata":"https://www.wikidata.org/wiki/Q552431","display_name":"Habitat destruction","level":3,"score":0.34860000014305115},{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.34279999136924744},{"id":"https://openalex.org/C6330744","wikidata":"https://www.wikidata.org/wiki/Q3481436","display_name":"Habitat conservation","level":3,"score":0.3305000066757202},{"id":"https://openalex.org/C122628217","wikidata":"https://www.wikidata.org/wiki/Q859654","display_name":"Alpine climate","level":2,"score":0.32440000772476196},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C180478619","wikidata":"https://www.wikidata.org/wiki/Q7574066","display_name":"Spatial heterogeneity","level":2,"score":0.3100000023841858},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.3075999915599823},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C53565203","wikidata":"https://www.wikidata.org/wiki/Q17146659","display_name":"Species richness","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.2694999873638153},{"id":"https://openalex.org/C30820588","wikidata":"https://www.wikidata.org/wiki/Q190903","display_name":"Herbaceous plant","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C53002841","wikidata":"https://www.wikidata.org/wiki/Q1418712","display_name":"Plant community","level":3,"score":0.2632000148296356},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C2778472138","wikidata":"https://www.wikidata.org/wiki/Q16966153","display_name":"Old field","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.64898/2026.09.20.752453","doi":"https://doi.org/10.64898/2026.09.20.752453","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.09.20.752453","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2026/09/23/2026.09.20.752453.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.64898/2026.09.20.752453","doi":"https://doi.org/10.64898/2026.09.20.752453","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.09.20.752453","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2026/09/23/2026.09.20.752453.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":1.0,"display_name":"Life on land"},{"id":"https://metadata.un.org/sdg/13","score":0.8422999978065491,"display_name":"Climate action"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7214066847.pdf","grobid_xml":"https://content.openalex.org/works/W7214066847.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1541774929","https://openalex.org/W1966811787","https://openalex.org/W1990748933","https://openalex.org/W1992193293","https://openalex.org/W2097601813","https://openalex.org/W2097706604","https://openalex.org/W2139416101","https://openalex.org/W2162348455","https://openalex.org/W2614464134","https://openalex.org/W3165226686","https://openalex.org/W4205325549","https://openalex.org/W4205394400","https://openalex.org/W4205563362","https://openalex.org/W4206253729","https://openalex.org/W4244544833","https://openalex.org/W4280593595","https://openalex.org/W4293175851","https://openalex.org/W4321186614","https://openalex.org/W4387873253","https://openalex.org/W4390655211","https://openalex.org/W4396588588","https://openalex.org/W4399382327","https://openalex.org/W4404416848","https://openalex.org/W4407901393","https://openalex.org/W4408645798","https://openalex.org/W4409392115"],"related_works":["https://openalex.org/W4399382327","https://openalex.org/W7203616423","https://openalex.org/W2921461441","https://openalex.org/W6930022863","https://openalex.org/W4402230668","https://openalex.org/W4403911371","https://openalex.org/W4408470621","https://openalex.org/W4414628029","https://openalex.org/W2913492675","https://openalex.org/W7170610748"],"abstract_inverted_index":{"Abstract":[0],"Climate":[1],"change":[2],"will":[3,18],"alter":[4],"habitat":[5,53,60,114,159],"suitability":[6,93],"for":[7,28,61,138,163,168],"plant":[8,30],"communities":[9,125],"in":[10,58,71,121,129,157,211,226],"mountain":[11],"ecosystems":[12],"of":[13,25,160,177,208,217,249],"the":[14,215,236,244],"Western":[15],"Himalaya.":[16],"There":[17],"be":[19],"contrasting":[20,63,113],"magnitudes":[21],"and":[22,32,55,67,77,98,106,126,150,166,180,186,243,247],"spatial":[23,237],"configurations":[24],"these":[26,41],"changes":[27,57],"different":[29],"species,":[31,64],"it":[33],"is":[34],"an":[35,135],"important":[36,136],"question":[37],"how":[38,223],"to":[39,96,146,197,206,213,230],"translate":[40],"contrasts":[42],"into":[43],"effective":[44],"climate-proof":[45,218],"multi-species":[46,231],"conservation":[47,232],"planning.":[48],"This":[49],"study":[50],"assessed":[51],"current":[52,240],"associations":[54],"projected":[56,95],"suitable":[59,158,201,251],"two":[62],"Meconopsis":[65],"aculeata":[66,118,165],"Rhododendron":[68],"campanulatum":[69,128,170],",":[70],"Himachal":[72],"Pradesh,":[73],"India.":[74],"Field":[75,110],"surveys":[76],"spatially":[78],"filtered":[79],"occurrence":[80],"records":[81],"were":[82],"combined":[83],"with":[84,116],"MaxEnt":[85],"modelling":[86],"using":[87,108],"10":[88],"non-collinear":[89],"environmental":[90],"predictors.":[91],"Habitat":[92],"was":[94,134],"2050":[97],"2070":[99],"under":[100],"Shared":[101],"Socioeconomic":[102],"Pathways;":[103],"SSP1-2.6,":[104],"SSP2-4.5":[105],"SSP5-8.5":[107],"HadGEM3-GC31-LL.":[109],"observations":[111],"showed":[112,174],"associations,":[115],"M.":[117,164],"occurring":[119],"mainly":[120],"open":[122],"alpine":[123],"herbaceous":[124],"R.":[127,169],"subalpine":[130],"woody":[131],"communities.":[132],"Elevation":[133],"predictor":[137],"both":[139],"species":[140],"while":[141],"climatic":[142],"predictors":[143],"contributed":[144],"differently":[145],"their":[147],"relative":[148],"importance":[149],"response":[151,227],"patterns.":[152],"Future":[153],"projections":[154],"indicated":[155],"reductions":[156],"approximately":[161],"25%":[162],"27-28%":[167],".":[171],"Habitat-change":[172],"maps":[173],"heterogeneous":[175],"patterns":[176],"loss,":[178],"gain":[179],"persistence":[181],"rather":[182],"than":[183],"uniform":[184],"contraction,":[185],"centroid":[187],"displacement":[188],"remained":[189],"small":[190],"(7.7-8.5":[191],"km).":[192],"We":[193,221],"performed":[194],"proximity":[195],"analyses":[196],"show":[198],"which":[199],"currently":[200],"areas":[202,207,242],"are":[203,228],"most":[204],"close":[205],"future":[209,250],"gain,":[210,245],"order":[212],"support":[214],"design":[216],"protected":[219],"areas.":[220],"discuss":[222],"interspecific":[224],"differences":[225],"relevant":[229],"planning":[233],"that":[234],"considers":[235],"relationship":[238],"between":[239],"high-suitability":[241],"loss":[246],"redistribution":[248],"habitat.":[252]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-09-24T00:00:00"}
