{"id":"https://openalex.org/W2169097560","doi":"https://doi.org/10.3390/rs4072057","title":"Modeling Species Distribution Using Niche-Based Proxies Derived from Composite Bioclimatic Variables and MODIS NDVI","display_name":"Modeling Species Distribution Using Niche-Based Proxies Derived from Composite Bioclimatic Variables and MODIS NDVI","publication_year":2012,"publication_date":"2012-07-09","ids":{"openalex":"https://openalex.org/W2169097560","doi":"https://doi.org/10.3390/rs4072057","mag":"2169097560"},"language":"en","primary_location":{"id":"doi:10.3390/rs4072057","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs4072057","pdf_url":"https://www.mdpi.com/2072-4292/4/7/2057/pdf?version=1403130643","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/4/7/2057/pdf?version=1403130643","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034805489","display_name":"Hannes Feilhauer","orcid":"https://orcid.org/0000-0001-5758-6303"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hannes Feilhauer","raw_affiliation_strings":["Department of Geography, University of Erlangen-Nuremberg, Kochstr. 4/4, D-91054 Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Erlangen-Nuremberg, Kochstr. 4/4, D-91054 Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111616017","display_name":"Kate S. He","orcid":null},"institutions":[{"id":"https://openalex.org/I127362389","display_name":"Murray State University","ror":"https://ror.org/01fmwcn13","country_code":"US","type":"education","lineage":["https://openalex.org/I127362389"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kate S. He","raw_affiliation_strings":["Department of Biological Sciences, Murray State University, Murray, KY 42071, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences, Murray State University, Murray, KY 42071, USA","institution_ids":["https://openalex.org/I127362389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053455920","display_name":"Duccio Rocchini","orcid":"https://orcid.org/0000-0003-0087-0594"},"institutions":[{"id":"https://openalex.org/I103225651","display_name":"Fondazione Edmund Mach","ror":"https://ror.org/0381bab64","country_code":"IT","type":"other","lineage":["https://openalex.org/I103225651"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Duccio Rocchini","raw_affiliation_strings":["GIS and Remote Sensing Unit, Department of Biodiversity and Molecular Ecology, Fondazione Edmund Mach, Research and Innovation Centre, Via E. Mach 1, I-38010 S. Michele all\u2019Adige, Italy","GIS and Remote Sensing Unit, Department of Biodiversity and Molecular Ecology, Fondazione Edmund Mach, Research and Innovation Centre, Via E. Mach 1, I-38010 S. Michele all'Adige, Italy"],"affiliations":[{"raw_affiliation_string":"GIS and Remote Sensing Unit, Department of Biodiversity and Molecular Ecology, Fondazione Edmund Mach, Research and Innovation Centre, Via E. Mach 1, I-38010 S. Michele all\u2019Adige, Italy","institution_ids":["https://openalex.org/I103225651"]},{"raw_affiliation_string":"GIS and Remote Sensing Unit, Department of Biodiversity and Molecular Ecology, Fondazione Edmund Mach, Research and Innovation Centre, Via E. Mach 1, I-38010 S. Michele all'Adige, Italy","institution_ids":["https://openalex.org/I103225651"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111616017"],"corresponding_institution_ids":["https://openalex.org/I127362389"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.2861,"has_fulltext":true,"cited_by_count":56,"citation_normalized_percentile":{"value":0.9070944,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":"7","first_page":"2057","last_page":"2075"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9998999834060669,"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":0.9998999834060669,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.996399998664856,"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":0.991100013256073,"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/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.7308061122894287},{"id":"https://openalex.org/keywords/niche","display_name":"Niche","score":0.583234429359436},{"id":"https://openalex.org/keywords/species-distribution","display_name":"Species distribution","score":0.531062126159668},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5160059928894043},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.49357473850250244},{"id":"https://openalex.org/keywords/environmental-niche-modelling","display_name":"Environmental niche modelling","score":0.4733723998069763},{"id":"https://openalex.org/keywords/floristics","display_name":"Floristics","score":0.4718988835811615},{"id":"https://openalex.org/keywords/ecological-niche","display_name":"Ecological niche","score":0.45084431767463684},{"id":"https://openalex.org/keywords/spatial-distribution","display_name":"Spatial distribution","score":0.45001521706581116},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.42169880867004395},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.4024249315261841},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.39070966839790344},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3567633032798767},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.339743971824646},{"id":"https://openalex.org/keywords/species-richness","display_name":"Species richness","score":0.1650342345237732},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.14215046167373657},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09414622187614441}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.7308061122894287},{"id":"https://openalex.org/C153991713","wikidata":"https://www.wikidata.org/wiki/Q17142856","display_name":"Niche","level":2,"score":0.583234429359436},{"id":"https://openalex.org/C132124917","wikidata":"https://www.wikidata.org/wiki/Q4257161","display_name":"Species distribution","level":3,"score":0.531062126159668},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5160059928894043},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.49357473850250244},{"id":"https://openalex.org/C103215972","wikidata":"https://www.wikidata.org/wiki/Q5381340","display_name":"Environmental niche modelling","level":4,"score":0.4733723998069763},{"id":"https://openalex.org/C45152089","wikidata":"https://www.wikidata.org/wiki/Q1372905","display_name":"Floristics","level":3,"score":0.4718988835811615},{"id":"https://openalex.org/C102715595","wikidata":"https://www.wikidata.org/wiki/Q172861","display_name":"Ecological niche","level":3,"score":0.45084431767463684},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.45001521706581116},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.42169880867004395},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.4024249315261841},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.39070966839790344},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3567633032798767},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.339743971824646},{"id":"https://openalex.org/C53565203","wikidata":"https://www.wikidata.org/wiki/Q17146659","display_name":"Species richness","level":2,"score":0.1650342345237732},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.14215046167373657},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09414622187614441},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/rs4072057","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs4072057","pdf_url":"https://www.mdpi.com/2072-4292/4/7/2057/pdf?version=1403130643","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:openpub.fmach.it:10449/21538","is_oa":true,"landing_page_url":"http://hdl.handle.net/10449/21538","pdf_url":"http://hdl.handle.net/10449/21538","source":{"id":"https://openalex.org/S4377196413","display_name":"CINECA IRIS Institutional Research Information System (Fondazione Edmund Mach)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I103225651","host_organization_name":"Fondazione Edmund Mach","host_organization_lineage":["https://openalex.org/I103225651"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.296.6649","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.296.6649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mdpi.com/2072-4292/4/7/2057/pdf/","raw_type":"text"},{"id":"pmh:oai:cris.unibo.it:11585/715342","is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/715342","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:c00f0ad00f384d7e8abfe8b363ee28ce","is_oa":true,"landing_page_url":"https://doaj.org/article/c00f0ad00f384d7e8abfe8b363ee28ce","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 4, Iss 7, Pp 2057-2075 (2012)","raw_type":"article"},{"id":"pmh:oai:iris.unitn.it:11572/198090","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/198090","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/2072-4292/4/7/2057/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs4072057","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing; Volume 4; Issue 7; Pages: 2057-2075","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs4072057","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs4072057","pdf_url":"https://www.mdpi.com/2072-4292/4/7/2057/pdf?version=1403130643","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G8307482117","display_name":"UBM, RUI: Biology and Mathematics in Population Studies (BioMaPS)","funder_award_id":"0531865","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2169097560.pdf","grobid_xml":"https://content.openalex.org/works/W2169097560.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W1556499793","https://openalex.org/W1650751539","https://openalex.org/W1766029576","https://openalex.org/W1965173367","https://openalex.org/W1977084785","https://openalex.org/W1981535710","https://openalex.org/W1984614551","https://openalex.org/W1985618776","https://openalex.org/W1987741883","https://openalex.org/W1995843625","https://openalex.org/W1997532610","https://openalex.org/W2007124081","https://openalex.org/W2013712896","https://openalex.org/W2023188233","https://openalex.org/W2026557563","https://openalex.org/W2031181029","https://openalex.org/W2034325283","https://openalex.org/W2037105750","https://openalex.org/W2038342555","https://openalex.org/W2041149648","https://openalex.org/W2042481325","https://openalex.org/W2047506045","https://openalex.org/W2048126497","https://openalex.org/W2059540928","https://openalex.org/W2059697555","https://openalex.org/W2063623478","https://openalex.org/W2073503722","https://openalex.org/W2074955809","https://openalex.org/W2080116978","https://openalex.org/W2085880802","https://openalex.org/W2088626174","https://openalex.org/W2088923541","https://openalex.org/W2089255181","https://openalex.org/W2089464686","https://openalex.org/W2089792340","https://openalex.org/W2090474171","https://openalex.org/W2091308143","https://openalex.org/W2091847715","https://openalex.org/W2092494742","https://openalex.org/W2092833397","https://openalex.org/W2095435405","https://openalex.org/W2102131613","https://openalex.org/W2103376484","https://openalex.org/W2111081357","https://openalex.org/W2112732795","https://openalex.org/W2112776483","https://openalex.org/W2117337172","https://openalex.org/W2118072459","https://openalex.org/W2120160157","https://openalex.org/W2121077971","https://openalex.org/W2123337039","https://openalex.org/W2124155637","https://openalex.org/W2125561155","https://openalex.org/W2126142391","https://openalex.org/W2137070374","https://openalex.org/W2138742646","https://openalex.org/W2141720560","https://openalex.org/W2142748250","https://openalex.org/W2147531279","https://openalex.org/W2154160829","https://openalex.org/W2155783865","https://openalex.org/W2158989209","https://openalex.org/W2163816695","https://openalex.org/W2166660987","https://openalex.org/W2167518054","https://openalex.org/W2167894638","https://openalex.org/W2168964286","https://openalex.org/W2170924195","https://openalex.org/W2172119466","https://openalex.org/W2514715339","https://openalex.org/W2797025770","https://openalex.org/W2797842852","https://openalex.org/W4230102429","https://openalex.org/W4238380085","https://openalex.org/W4241083276","https://openalex.org/W4248368970","https://openalex.org/W6673225954","https://openalex.org/W6678907396","https://openalex.org/W6823352410"],"related_works":["https://openalex.org/W4296995095","https://openalex.org/W4391756338","https://openalex.org/W2083431389","https://openalex.org/W1973403571","https://openalex.org/W2955259586","https://openalex.org/W2051626976","https://openalex.org/W4363678770","https://openalex.org/W2110789974","https://openalex.org/W4384461219","https://openalex.org/W4383621353"],"abstract_inverted_index":{"Vegetation":[0],"mapping":[1,193],"based":[2,31],"on":[3,32],"niche":[4],"theory":[5],"has":[6],"proven":[7],"useful":[8],"in":[9,97,149],"understanding":[10],"the":[11,55,64,98,125,164],"rules":[12],"governing":[13],"species":[14,28,59,73,143,176],"assembly":[15],"at":[16,61,178],"various":[17],"spatial":[18],"scales.":[19,180],"Remote-sensing":[20],"derived":[21],"distribution":[22,60,74,144],"maps":[23],"depicting":[24],"occurrences":[25],"of":[26,37,58,66,101,166,175,184,199],"target":[27],"are":[29,54],"frequently":[30],"biophysical":[33],"and":[34,84,104,107,114,130,145,155],"biochemical":[35],"properties":[36],"species.":[38,200],"However,":[39],"environmental":[40],"conditions,":[41],"such":[42],"as":[43],"climatic":[44,52,109,115,156],"variables,":[45],"also":[46],"affect":[47],"spectral":[48,197],"signals":[49],"simultaneously.":[50],"Further,":[51],"variables":[53,110],"major":[56],"drivers":[57],"macroscales.":[62],"Therefore,":[63],"objective":[65],"this":[67,160],"study":[68],"is":[69,162],"to":[70,82,111,192],"determine":[71],"if":[72],"can":[75],"be":[76,170,188],"modeled":[77,124],"using":[78,117,132,195],"an":[79],"indirect":[80,182],"link":[81],"climate":[83],"remote":[85],"sensing":[86],"data":[87,96],"(MODIS":[88],"NDVI":[89,131,146],"time":[90,147],"series).":[91],"We":[92,137],"used":[93],"plant":[94],"occurrence":[95],"US":[99],"states":[100],"North":[102],"Carolina":[103,106],"South":[105],"19":[108],"generate":[112],"floristic":[113,128,154],"gradients":[116,129,157],"principal":[118],"component":[119],"analysis,":[120],"then":[121],"we":[122],"further":[123],"correlations":[126],"between":[127,142],"Partial":[133],"Least":[134],"Square":[135],"regression.":[136],"found":[138],"strong":[139],"statistical":[140],"relationship":[141],"series":[148],"a":[150,189],"region":[151],"where":[152],"clear":[153],"exist.":[158],"If":[159],"precondition":[161],"given,":[163],"use":[165],"niche-based":[167],"proxies":[168],"may":[169,187],"suitable":[171],"for":[172],"predictive":[173],"modeling":[174],"distributions":[177],"regional":[179],"This":[181],"estimation":[183],"vegetation":[185],"patterns":[186],"viable":[190],"alternative":[191],"approaches":[194],"biochemistry-driven":[196],"signature":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}