{"id":"https://openalex.org/W2901413258","doi":"https://doi.org/10.3390/rs10111796","title":"Combining Camera Relascope-Measured Field Plots and Multi-Seasonal Landsat 8 Imagery for Enhancing the Forest Inventory of Boreal Forests in Central Russia","display_name":"Combining Camera Relascope-Measured Field Plots and Multi-Seasonal Landsat 8 Imagery for Enhancing the Forest Inventory of Boreal Forests in Central Russia","publication_year":2018,"publication_date":"2018-11-13","ids":{"openalex":"https://openalex.org/W2901413258","doi":"https://doi.org/10.3390/rs10111796","mag":"2901413258"},"language":"en","primary_location":{"id":"doi:10.3390/rs10111796","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10111796","pdf_url":"https://www.mdpi.com/2072-4292/10/11/1796/pdf?version=1542087546","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/2072-4292/10/11/1796/pdf?version=1542087546","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037511224","display_name":"Georgy Rybakov","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Georgy Rybakov","raw_affiliation_strings":["RusFor Consult Oy Ab, Raseborg, FI-10600 Eken\u00e4s, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RusFor Consult Oy Ab, Raseborg, FI-10600 Eken\u00e4s, Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037903784","display_name":"Jussi Peuhkurinen","orcid":"https://orcid.org/0009-0009-8461-1303"},"institutions":[{"id":"https://openalex.org/I4210145799","display_name":"Arbonaut (Finland)","ror":"https://ror.org/05eermw75","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210145799"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jussi Peuhkurinen","raw_affiliation_strings":["Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland","institution_ids":["https://openalex.org/I4210145799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069753344","display_name":"Petri Latva-K\u00e4yr\u00e4","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145799","display_name":"Arbonaut (Finland)","ror":"https://ror.org/05eermw75","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210145799"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Petri Latva-K\u00e4yr\u00e4","raw_affiliation_strings":["Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland","institution_ids":["https://openalex.org/I4210145799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070403741","display_name":"Maria Villikka","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145799","display_name":"Arbonaut (Finland)","ror":"https://ror.org/05eermw75","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210145799"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Maria Villikka","raw_affiliation_strings":["Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland","institution_ids":["https://openalex.org/I4210145799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055298155","display_name":"Sanna Sirparanta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145799","display_name":"Arbonaut (Finland)","ror":"https://ror.org/05eermw75","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210145799"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sanna Sirparanta","raw_affiliation_strings":["Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland","institution_ids":["https://openalex.org/I4210145799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000026575","display_name":"Alexander Kolesnikov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145799","display_name":"Arbonaut (Finland)","ror":"https://ror.org/05eermw75","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210145799"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Alexander Kolesnikov","raw_affiliation_strings":["Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arbonaut Ltd., Kaislakatu 2, FI-80130 Joensuu, Finland","institution_ids":["https://openalex.org/I4210145799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071231668","display_name":"Virpi Junttila","orcid":"https://orcid.org/0000-0003-4128-8568"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Virpi Junttila","raw_affiliation_strings":["LUT School of Engineering Science, Lappeenranta University of Technology, FI-53851 Lappeenranta, Finland"],"raw_orcid":"https://orcid.org/0000-0003-4128-8568","affiliations":[{"raw_affiliation_string":"LUT School of Engineering Science, Lappeenranta University of Technology, FI-53851 Lappeenranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040616138","display_name":"Tuomo Kauranne","orcid":null},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tuomo Kauranne","raw_affiliation_strings":["LUT School of Engineering Science, Lappeenranta University of Technology, FI-53851 Lappeenranta, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LUT School of Engineering Science, Lappeenranta University of Technology, FI-53851 Lappeenranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037511224"],"corresponding_institution_ids":[],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":0.2197,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52675578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":"11","first_page":"1796","last_page":"1796"},"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":0.9994999766349792,"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":0.9940999746322632,"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/deciduous","display_name":"Deciduous","score":0.749369740486145},{"id":"https://openalex.org/keywords/forest-inventory","display_name":"Forest inventory","score":0.6957887411117554},{"id":"https://openalex.org/keywords/basal-area","display_name":"Basal area","score":0.6794956922531128},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.6599836349487305},{"id":"https://openalex.org/keywords/taiga","display_name":"Taiga","score":0.6242114305496216},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5830631256103516},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5619469285011292},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5316935777664185},{"id":"https://openalex.org/keywords/boreal","display_name":"Boreal","score":0.4679830074310303},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3526068329811096},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3208456039428711},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.21449610590934753},{"id":"https://openalex.org/keywords/forest-management","display_name":"Forest management","score":0.19193291664123535},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1269049346446991}],"concepts":[{"id":"https://openalex.org/C33283694","wikidata":"https://www.wikidata.org/wiki/Q1131316","display_name":"Deciduous","level":2,"score":0.749369740486145},{"id":"https://openalex.org/C147103442","wikidata":"https://www.wikidata.org/wiki/Q1423188","display_name":"Forest inventory","level":3,"score":0.6957887411117554},{"id":"https://openalex.org/C91354502","wikidata":"https://www.wikidata.org/wiki/Q830384","display_name":"Basal area","level":2,"score":0.6794956922531128},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.6599836349487305},{"id":"https://openalex.org/C87621631","wikidata":"https://www.wikidata.org/wiki/Q69564","display_name":"Taiga","level":2,"score":0.6242114305496216},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5830631256103516},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5619469285011292},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5316935777664185},{"id":"https://openalex.org/C100537666","wikidata":"https://www.wikidata.org/wiki/Q893477","display_name":"Boreal","level":2,"score":0.4679830074310303},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3526068329811096},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3208456039428711},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.21449610590934753},{"id":"https://openalex.org/C28631016","wikidata":"https://www.wikidata.org/wiki/Q372561","display_name":"Forest management","level":2,"score":0.19193291664123535},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1269049346446991},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs10111796","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10111796","pdf_url":"https://www.mdpi.com/2072-4292/10/11/1796/pdf?version=1542087546","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:6b01089f9e024e6382c02e11287ff196","is_oa":true,"landing_page_url":"https://doaj.org/article/6b01089f9e024e6382c02e11287ff196","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 10, Iss 11, p 1796 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/11/1796/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10111796","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 10; Issue 11; Pages: 1796","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs10111796","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10111796","pdf_url":"https://www.mdpi.com/2072-4292/10/11/1796/pdf?version=1542087546","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":0.6299999952316284,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2901413258.pdf","grobid_xml":"https://content.openalex.org/works/W2901413258.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1981213426","https://openalex.org/W1989762460","https://openalex.org/W1997732436","https://openalex.org/W2001666814","https://openalex.org/W2009269885","https://openalex.org/W2018878093","https://openalex.org/W2022887200","https://openalex.org/W2023715624","https://openalex.org/W2029893832","https://openalex.org/W2044465660","https://openalex.org/W2056466863","https://openalex.org/W2064783587","https://openalex.org/W2100502466","https://openalex.org/W2106584184","https://openalex.org/W2126032008","https://openalex.org/W2157929592","https://openalex.org/W2164995171","https://openalex.org/W2262586211","https://openalex.org/W2280788228","https://openalex.org/W2310553581","https://openalex.org/W2496005047","https://openalex.org/W2534081299","https://openalex.org/W2586143207","https://openalex.org/W2735284826","https://openalex.org/W2765708932","https://openalex.org/W2791038892","https://openalex.org/W2791056138","https://openalex.org/W2804149989","https://openalex.org/W2884197231","https://openalex.org/W2917647595","https://openalex.org/W4244609118","https://openalex.org/W4285719527","https://openalex.org/W6749373463","https://openalex.org/W6759887358","https://openalex.org/W6811818815","https://openalex.org/W7015535630"],"related_works":["https://openalex.org/W11644078","https://openalex.org/W3093150799","https://openalex.org/W4205407389","https://openalex.org/W175061559","https://openalex.org/W2291835616","https://openalex.org/W2080460749","https://openalex.org/W4280633793","https://openalex.org/W2913685273","https://openalex.org/W4372050198","https://openalex.org/W2015378821"],"abstract_inverted_index":{"The":[0,45,98,123,139],"study":[1,99],"considers":[2],"a":[3,16,24],"forest":[4,62],"inventory":[5],"for":[6,58,65,106,115,208],"the":[7,40,59,101,107,117,127,156,165,173],"mean":[8,103,108],"volume,":[9],"basal":[10,111],"area,":[11],"and":[12,32,42,52,84,110,120,134,180,197,200],"coniferous/deciduous":[13],"mapping":[14,91],"of":[15,126,141,158,175,205],"large":[17,206],"territory":[18],"in":[19,130,150,194],"central":[20],"Siberia":[21],"(Russia),":[22],"employing":[23],"camera":[25,176],"relascope":[26],"at":[27],"arbitrary":[28],"sized":[29],"sample":[30],"plots":[31,51],"medium":[33],"resolution":[34],"satellite":[35,53,88,159,182],"imagery":[36,160,183],"Landsat":[37,142],"8":[38,143],"from":[39,87,145,161],"leaf-on":[41],"leaf-off":[43],"seasons.":[44],"research":[46],"bases":[47],"are":[48,56],"on":[49],"field":[50,178],"data":[54,179,202],"that":[55,155,172,188,195],"acquired":[57],"real":[60],"operational":[61],"inventory,":[63],"performed":[64],"industrial":[66],"purposes":[67],"during":[68],"summer\u2013fall":[69],"2015.":[70],"Sparse":[71],"Bayesian":[72],"regression":[73,79],"was":[74,92,137],"used":[75],"to":[76],"estimate":[77],"linear":[78],"models":[80],"between":[81],"field-measured":[82],"variables":[83],"features":[85,140],"derived":[86],"data.":[89],"Coniferous/deciduous":[90],"done,":[93],"applying":[94],"maximum":[95],"likelihood":[96],"classification.":[97],"reported":[100],"root":[102],"square":[104],"error":[105],"volume":[109],"area":[112],"under":[113],"25%":[114],"both":[116,146],"plot":[118],"level":[119],"compartment":[121],"level.":[122],"overall":[124],"accuracy":[125],"forest-type":[128],"classification":[129],"coniferous,":[131],"mixed":[132],"coniferous/deciduous,":[133],"deciduous":[135],"classes":[136],"71.6%.":[138],"images":[144],"seasons":[147,163],"were":[148],"selected":[149],"almost":[151],"every":[152],"model,":[153],"indicating":[154],"use":[157],"different":[162],"improved":[164],"estimation":[166],"accuracy.":[167],"It":[168],"has":[169],"been":[170],"shown":[171],"combination":[174],"relascope-based":[177],"medium-resolution":[181],"gives":[184],"accurate":[185],"enough":[186],"results":[187],"compare":[189],"well":[190],"with":[191],"previous":[192],"studies":[193],"field,":[196],"provide":[198],"fast":[199],"solid":[201],"about":[203],"forests":[204],"areas":[207],"efficient":[209],"investment":[210],"decision":[211],"making.":[212]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}