{"id":"https://openalex.org/W3048997036","doi":"https://doi.org/10.3390/rs12162610","title":"Detecting European Aspen (Populus tremula L.) in Boreal Forests Using Airborne Hyperspectral and Airborne Laser Scanning Data","display_name":"Detecting European Aspen (Populus tremula L.) in Boreal Forests Using Airborne Hyperspectral and Airborne Laser Scanning Data","publication_year":2020,"publication_date":"2020-08-13","ids":{"openalex":"https://openalex.org/W3048997036","doi":"https://doi.org/10.3390/rs12162610","mag":"3048997036"},"language":"en","primary_location":{"id":"doi:10.3390/rs12162610","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12162610","pdf_url":"https://www.mdpi.com/2072-4292/12/16/2610/pdf?version=1597305221","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/2072-4292/12/16/2610/pdf?version=1597305221","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083444677","display_name":"Arto Viinikka","orcid":"https://orcid.org/0000-0001-7905-0446"},"institutions":[{"id":"https://openalex.org/I2800424308","display_name":"Finnish Environment Institute","ror":"https://ror.org/013nat269","country_code":"FI","type":"government","lineage":["https://openalex.org/I2800424308","https://openalex.org/I4210136438"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Arto Viinikka","raw_affiliation_strings":["Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0001-7905-0446","affiliations":[{"raw_affiliation_string":"Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland","institution_ids":["https://openalex.org/I2800424308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033552041","display_name":"Pekka Hurskainen","orcid":"https://orcid.org/0000-0003-1039-3357"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I2800424308","display_name":"Finnish Environment Institute","ror":"https://ror.org/013nat269","country_code":"FI","type":"government","lineage":["https://openalex.org/I2800424308","https://openalex.org/I4210136438"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pekka Hurskainen","raw_affiliation_strings":["Earth Change Observation Laboratory, Department of Geosciences and Geography, University of Helsinki, P.O. Box 64, FI-00014 Helsinki, Finland","Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0003-1039-3357","affiliations":[{"raw_affiliation_string":"Earth Change Observation Laboratory, Department of Geosciences and Geography, University of Helsinki, P.O. Box 64, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland","institution_ids":["https://openalex.org/I2800424308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060777831","display_name":"Sarita Keski\u2010Saari","orcid":"https://orcid.org/0000-0003-1967-7428"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sarita Keski-Saari","raw_affiliation_strings":["Department of Environmental and Biological Sciences, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland","Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland"],"raw_orcid":"https://orcid.org/0000-0003-1967-7428","affiliations":[{"raw_affiliation_string":"Department of Environmental and Biological Sciences, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]},{"raw_affiliation_string":"Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090646779","display_name":"Sonja Kivinen","orcid":"https://orcid.org/0000-0002-8637-2328"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I2800424308","display_name":"Finnish Environment Institute","ror":"https://ror.org/013nat269","country_code":"FI","type":"government","lineage":["https://openalex.org/I2800424308","https://openalex.org/I4210136438"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sonja Kivinen","raw_affiliation_strings":["Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland","Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]},{"raw_affiliation_string":"Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland","institution_ids":["https://openalex.org/I2800424308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039262164","display_name":"Topi Tanhuanp\u00e4\u00e4","orcid":"https://orcid.org/0000-0002-5509-6922"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Topi Tanhuanp\u00e4\u00e4","raw_affiliation_strings":["Department of Forest Sciences, University of Helsinki, FI-00014 Helsinki, Finland","Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-5509-6922","affiliations":[{"raw_affiliation_string":"Department of Forest Sciences, University of Helsinki, FI-00014 Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000209782","display_name":"Janne M\u00e4yr\u00e4","orcid":"https://orcid.org/0000-0001-7622-9512"},"institutions":[{"id":"https://openalex.org/I2800424308","display_name":"Finnish Environment Institute","ror":"https://ror.org/013nat269","country_code":"FI","type":"government","lineage":["https://openalex.org/I2800424308","https://openalex.org/I4210136438"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Janne M\u00e4yr\u00e4","raw_affiliation_strings":["Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0001-7622-9512","affiliations":[{"raw_affiliation_string":"Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland","institution_ids":["https://openalex.org/I2800424308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020393857","display_name":"Laura Poikolainen","orcid":null},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Laura Poikolainen","raw_affiliation_strings":["Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055339732","display_name":"Petteri Vihervaara","orcid":"https://orcid.org/0000-0002-5889-8402"},"institutions":[{"id":"https://openalex.org/I2800424308","display_name":"Finnish Environment Institute","ror":"https://ror.org/013nat269","country_code":"FI","type":"government","lineage":["https://openalex.org/I2800424308","https://openalex.org/I4210136438"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Petteri Vihervaara","raw_affiliation_strings":["Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Finnish Environment Institute, Latokartanonkaari 11, 00790 Helsinki, Finland","institution_ids":["https://openalex.org/I2800424308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036006784","display_name":"Timo Kumpula","orcid":"https://orcid.org/0000-0002-2716-7420"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Timo Kumpula","raw_affiliation_strings":["Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083444677"],"corresponding_institution_ids":["https://openalex.org/I2800424308"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":712,"currency":"EUR","value_usd":767},"fwci":1.0587,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.72071716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":"16","first_page":"2610","last_page":"2610"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.9990000128746033,"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/T12713","display_name":"Forest Ecology and Biodiversity Studies","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect 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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6294981837272644},{"id":"https://openalex.org/keywords/taiga","display_name":"Taiga","score":0.6037198901176453},{"id":"https://openalex.org/keywords/deciduous","display_name":"Deciduous","score":0.5974645614624023},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5579151511192322},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5241425633430481},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4870653450489044},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.48067912459373474},{"id":"https://openalex.org/keywords/biodiversity","display_name":"Biodiversity","score":0.4741503596305847},{"id":"https://openalex.org/keywords/boreal","display_name":"Boreal","score":0.4598551392555237},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2921961545944214},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.27199774980545044},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.2718682289123535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1550867259502411},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14395904541015625},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1290876269340515}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6294981837272644},{"id":"https://openalex.org/C87621631","wikidata":"https://www.wikidata.org/wiki/Q69564","display_name":"Taiga","level":2,"score":0.6037198901176453},{"id":"https://openalex.org/C33283694","wikidata":"https://www.wikidata.org/wiki/Q1131316","display_name":"Deciduous","level":2,"score":0.5974645614624023},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5579151511192322},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5241425633430481},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4870653450489044},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.48067912459373474},{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.4741503596305847},{"id":"https://openalex.org/C100537666","wikidata":"https://www.wikidata.org/wiki/Q893477","display_name":"Boreal","level":2,"score":0.4598551392555237},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2921961545944214},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.27199774980545044},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.2718682289123535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1550867259502411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14395904541015625},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1290876269340515},{"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":6,"locations":[{"id":"doi:10.3390/rs12162610","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12162610","pdf_url":"https://www.mdpi.com/2072-4292/12/16/2610/pdf?version=1597305221","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:doaj.org/article:1aea9827d97e429f8b9fd1bea0ce3beb","is_oa":true,"landing_page_url":"https://doaj.org/article/1aea9827d97e429f8b9fd1bea0ce3beb","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,"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":"Remote Sensing, Vol 12, Iss 16, p 2610 (2020)","raw_type":"article"},{"id":"pmh:oai:helda.helsinki.fi:10138/318577","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/318577","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:helda.helsinki.fi:10138/338048","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/338048","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:helda.helsinki.fi:10138/573749","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/573749","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:mdpi.com:/2072-4292/12/16/2610/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12162610","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 12; Issue 16; Pages: 2610","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12162610","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12162610","pdf_url":"https://www.mdpi.com/2072-4292/12/16/2610/pdf?version=1597305221","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":[{"display_name":"Life in Land","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G2223447534","display_name":"Collaborative and Sustainable Astronomical Data Infrastructure for Europe","funder_award_id":"312559","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G237666352","display_name":null,"funder_award_id":"820852","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G3434428073","display_name":null,"funder_award_id":"312559","funder_id":"https://openalex.org/F4320335354","funder_display_name":"Strategic Research Council"},{"id":"https://openalex.org/G4070792515","display_name":"Mapping and Assessment for Integrated ecosystem Accounting (MAIA)","funder_award_id":"817527","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G443400329","display_name":null,"funder_award_id":"312559","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7630654366","display_name":"EuroGEO Showcases: Applications Powered by Europe","funder_award_id":"820852","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320335354","display_name":"Strategic Research Council","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3048997036.pdf","grobid_xml":"https://content.openalex.org/works/W3048997036.grobid-xml"},"referenced_works_count":114,"referenced_works":["https://openalex.org/W51106753","https://openalex.org/W127872571","https://openalex.org/W192083524","https://openalex.org/W202121996","https://openalex.org/W420801635","https://openalex.org/W1006483632","https://openalex.org/W1493790738","https://openalex.org/W1875061881","https://openalex.org/W1901129140","https://openalex.org/W1965431014","https://openalex.org/W1966675249","https://openalex.org/W1967621805","https://openalex.org/W1970535395","https://openalex.org/W1975367534","https://openalex.org/W1985370128","https://openalex.org/W1991576283","https://openalex.org/W2013183096","https://openalex.org/W2015935427","https://openalex.org/W2018387317","https://openalex.org/W2022576632","https://openalex.org/W2030106896","https://openalex.org/W2033510127","https://openalex.org/W2036003376","https://openalex.org/W2038775355","https://openalex.org/W2039067795","https://openalex.org/W2041276898","https://openalex.org/W2051043423","https://openalex.org/W2053154970","https://openalex.org/W2056380340","https://openalex.org/W2063907334","https://openalex.org/W2067972073","https://openalex.org/W2071884019","https://openalex.org/W2077079743","https://openalex.org/W2080239438","https://openalex.org/W2084291846","https://openalex.org/W2087670708","https://openalex.org/W2089882657","https://openalex.org/W2090624115","https://openalex.org/W2093386912","https://openalex.org/W2098057602","https://openalex.org/W2103792243","https://openalex.org/W2105765261","https://openalex.org/W2107930780","https://openalex.org/W2109191549","https://openalex.org/W2112590417","https://openalex.org/W2134213291","https://openalex.org/W2138973222","https://openalex.org/W2143426320","https://openalex.org/W2143481518","https://openalex.org/W2150853404","https://openalex.org/W2158755893","https://openalex.org/W2165044919","https://openalex.org/W2175013224","https://openalex.org/W2176623756","https://openalex.org/W2248139498","https://openalex.org/W2255206030","https://openalex.org/W2261059368","https://openalex.org/W2282484194","https://openalex.org/W2341545927","https://openalex.org/W2402819725","https://openalex.org/W2405365025","https://openalex.org/W2476186104","https://openalex.org/W2482464033","https://openalex.org/W2494022581","https://openalex.org/W2499316477","https://openalex.org/W2515306179","https://openalex.org/W2537499819","https://openalex.org/W2591466624","https://openalex.org/W2604870469","https://openalex.org/W2619078875","https://openalex.org/W2622801057","https://openalex.org/W2732899040","https://openalex.org/W2746109604","https://openalex.org/W2746646557","https://openalex.org/W2755249989","https://openalex.org/W2763148304","https://openalex.org/W2765587043","https://openalex.org/W2782548987","https://openalex.org/W2791405895","https://openalex.org/W2791852688","https://openalex.org/W2792552153","https://openalex.org/W2793927960","https://openalex.org/W2801130496","https://openalex.org/W2810511505","https://openalex.org/W2886835193","https://openalex.org/W2898152330","https://openalex.org/W2900967905","https://openalex.org/W2904280379","https://openalex.org/W2911964244","https://openalex.org/W2948027403","https://openalex.org/W2951147814","https://openalex.org/W2969476445","https://openalex.org/W2969541832","https://openalex.org/W2972170785","https://openalex.org/W2976210365","https://openalex.org/W2997480083","https://openalex.org/W2998891120","https://openalex.org/W3007817793","https://openalex.org/W3007932284","https://openalex.org/W3010069474","https://openalex.org/W4239510810","https://openalex.org/W6605148361","https://openalex.org/W6660269513","https://openalex.org/W6673497790","https://openalex.org/W6675830242","https://openalex.org/W6704443453","https://openalex.org/W6721116399","https://openalex.org/W6723122182","https://openalex.org/W6740818978","https://openalex.org/W6743424376","https://openalex.org/W6766846328","https://openalex.org/W6768243097","https://openalex.org/W6769764061","https://openalex.org/W6790587931"],"related_works":["https://openalex.org/W3093150799","https://openalex.org/W2662533946","https://openalex.org/W2585012601","https://openalex.org/W4231195749","https://openalex.org/W193819561","https://openalex.org/W11644078","https://openalex.org/W175061559","https://openalex.org/W4205407389","https://openalex.org/W4372050198","https://openalex.org/W2291835616"],"abstract_inverted_index":{"Sustainable":[0],"forest":[1,24,46,141],"management":[2,72,337],"increasingly":[3],"highlights":[4],"the":[5,15,41,59,112,146,160,169,176,181,207,309],"maintenance":[6],"of":[7,19,44,83,114,148,186,283,301,329],"biological":[8,42],"diversity":[9,43],"and":[10,17,53,67,73,97,123,139,156,188,230,244,259,289,294,338],"requires":[11],"up-to-date":[12],"information":[13],"on":[14,63],"occurrence":[16,55,331],"distribution":[18],"key":[20,33],"ecological":[21],"features":[22,164],"in":[23,35,56,89,127,180,341],"environments.":[25],"European":[26],"aspen":[27,64,84,167,276,305,330],"(Populus":[28],"tremula":[29],"L.)":[30],"is":[31],"one":[32],"feature":[34,149,194],"boreal":[36,45,91,342],"forests":[37,92],"contributing":[38],"significantly":[39],"to":[40,50,79,165,323,335],"landscapes.":[47],"However,":[48],"due":[49],"their":[51],"sparse":[52],"scattered":[54],"northern":[57,90],"Europe,":[58],"explicit":[60,327],"spatial":[61,107],"data":[62],"remain":[65],"scarce":[66],"incomprehensive,":[68],"which":[69,319],"hampers":[70],"biodiversity":[71,336],"conservation":[74,339],"efforts.":[75],"Our":[76],"objective":[77],"was":[78,206,306],"study":[80,104],"tree-level":[81],"discrimination":[82],"from":[85,168,277],"other":[86,170,278],"common":[87,171,212],"species":[88,129,279],"using":[93,131,308],"airborne":[94,98],"high-resolution":[95],"hyperspectral":[96],"laser":[99],"scanning":[100],"(ALS)":[101],"data.":[102],"The":[103,192,209,270,297],"contained":[105,217],"multiple":[106],"analyses:":[108],"First,":[109],"we":[110,144,158],"assessed":[111],"role":[113],"different":[115],"spectral":[116,163],"wavelengths":[117,273],"(455\u20132500":[118],"nm),":[119],"principal":[120,203],"component":[121,204],"analysis,":[122],"vegetation":[124],"indices":[125],"(VI)":[126],"tree":[128,172],"classification":[130,153,299],"two":[132],"machine":[133,137],"learning":[134],"classifiers\u2014support":[135],"vector":[136],"(SVM)":[138],"random":[140],"(RF).":[142],"Second,":[143],"tested":[145],"effect":[147],"selection":[150],"for":[151,201,214,251,267,274,304],"best":[152],"accuracy":[154,184,300],"achievable":[155],"third,":[157],"identified":[159],"most":[161,210,271],"important":[162,211,266,272],"discriminate":[166],"species.":[173],"SVM":[174,197,310],"outperformed":[175],"RF":[177],"model,":[178],"resulting":[179],"highest":[182,298],"overall":[183],"(OA)":[185],"84%":[187],"Kappa":[189],"value":[190],"(0.74).":[191],"used":[193],"set":[195],"affected":[196],"performance":[198],"little,":[199],"but":[200],"RF,":[202],"analysis":[205],"best.":[208],"VI":[213],"deciduous":[215],"trees":[216],"Conifer":[218],"Index":[219,223,227,232,257,263],"(CI),":[220],"Cellulose":[221],"Absorption":[222],"(CAI),":[224],"Plant":[225],"Stress":[226],"3":[228],"(PSI3),":[229],"Vogelmann":[231],"1":[233],"(VOG1),":[234],"whereas":[235],"Green":[236],"Ratio":[237],"(GR),":[238],"Red":[239,245,255],"Edge":[240,256],"Inflection":[241],"Point":[242],"(REIP),":[243],"Well":[246],"Position":[247],"(RWP)":[248],"were":[249,265],"specific":[250],"aspen.":[252],"Normalized":[253,261],"Difference":[254,262],"(NDRE)":[258],"Modified":[260],"(MND705)":[264],"coniferous":[268],"trees.":[269],"discriminating":[275],"included":[280],"reflectance":[281,314],"bands":[282],"red":[284],"edge":[285],"range":[286],"(724\u2013727":[287],"nm)":[288],"shortwave":[290],"infrared":[291],"(1520\u20131564":[292],"nm":[293],"1684\u20131706":[295],"nm).":[296],"92%":[302],"(F1-score)":[303],"achieved":[307],"model":[311],"with":[312,317],"mean":[313],"values":[315],"combined":[316],"VI,":[318],"provides":[320],"a":[321,325],"possibility":[322],"produce":[324],"spatially":[326],"map":[328],"that":[332],"can":[333],"contribute":[334],"efforts":[340],"forests.":[343]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}
