{"id":"https://openalex.org/W4403348116","doi":"https://doi.org/10.1016/j.jag.2024.104201","title":"UAV and field hyperspectral imaging for Sphagnum discrimination and vegetation modelling in Finnish aapa mires","display_name":"UAV and field hyperspectral imaging for Sphagnum discrimination and vegetation modelling in Finnish aapa mires","publication_year":2024,"publication_date":"2024-10-11","ids":{"openalex":"https://openalex.org/W4403348116","doi":"https://doi.org/10.1016/j.jag.2024.104201"},"language":"en","primary_location":{"id":"doi:10.1016/j.jag.2024.104201","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jag.2024.104201","pdf_url":null,"source":{"id":"https://openalex.org/S4210179989","display_name":"International Journal of Applied Earth Observation and Geoinformation","issn_l":"1569-8432","issn":["1569-8432","1872-826X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Earth Observation and Geoinformation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.jag.2024.104201","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087666912","display_name":"Franziska Wolff","orcid":"https://orcid.org/0000-0002-6667-4169"},"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":true,"raw_author_name":"Franziska Wolff","raw_affiliation_strings":["Department of Geographical and Historical Studies, University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, Joensuu 80101, Finland"],"raw_orcid":"https://orcid.org/0000-0002-6667-4169","affiliations":[{"raw_affiliation_string":"Department of Geographical and Historical Studies, University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, Joensuu 80101, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012290972","display_name":"Sandra Lorenz","orcid":"https://orcid.org/0000-0001-8464-2331"},"institutions":[{"id":"https://openalex.org/I4210148560","display_name":"Helmholtz Institute Freiberg for Resource Technology","ror":"https://ror.org/04kdb0j04","country_code":"DE","type":"government","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801798921","https://openalex.org/I4210148560"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sandra Lorenz","raw_affiliation_strings":["Division Exploration Technology, Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz-Institute Freiberg for Resource Technology (HZDR-HIF), Chemnitzer Stra\u00dfe 40, Freiberg 09599, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division Exploration Technology, Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz-Institute Freiberg for Resource Technology (HZDR-HIF), Chemnitzer Stra\u00dfe 40, Freiberg 09599, Germany","institution_ids":["https://openalex.org/I4210148560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039876742","display_name":"Pasi Korpelainen","orcid":"https://orcid.org/0009-0005-9956-6016"},"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":"Pasi Korpelainen","raw_affiliation_strings":["Department of Geographical and Historical Studies, University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, Joensuu 80101, Finland"],"raw_orcid":"https://orcid.org/0009-0005-9956-6016","affiliations":[{"raw_affiliation_string":"Department of Geographical and Historical Studies, University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, Joensuu 80101, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009221586","display_name":"Anette Eltner","orcid":"https://orcid.org/0000-0003-2065-6245"},"institutions":[{"id":"https://openalex.org/I2801670068","display_name":"American Society for Photogrammetry and Remote Sensing","ror":"https://ror.org/041v7ky66","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2801670068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anette Eltner","raw_affiliation_strings":["Institute of Photogrammetry and Remote Sensing, TUD Dresden University of Technology, Dresden 01062, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Photogrammetry and Remote Sensing, TUD Dresden University of Technology, Dresden 01062, Germany","institution_ids":["https://openalex.org/I2801670068"]}]},{"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, Yliopistokatu 2, P.O. Box 111, Joensuu 80101, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geographical and Historical Studies, University of Eastern Finland, Yliopistokatu 2, P.O. Box 111, Joensuu 80101, Finland","institution_ids":["https://openalex.org/I175532246"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087666912"],"corresponding_institution_ids":["https://openalex.org/I175532246"],"apc_list":{"value":2250,"currency":"USD","value_usd":2250},"apc_paid":{"value":1799,"currency":"EUR","value_usd":1940},"fwci":2.5765,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89282097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"134","issue":null,"first_page":"104201","last_page":"104201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12091","display_name":"Peatlands and Wetlands Ecology","score":0.9926000237464905,"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"}},"topics":[{"id":"https://openalex.org/T12091","display_name":"Peatlands and Wetlands Ecology","score":0.9926000237464905,"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/T10017","display_name":"Geology and Paleoclimatology Research","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9510999917984009,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sphagnum","display_name":"Sphagnum","score":0.901415228843689},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.7640570402145386},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7328723669052124},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.6226269602775574},{"id":"https://openalex.org/keywords/peat","display_name":"Peat","score":0.5804716348648071},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5275986790657043},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4612305462360382},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.4415373206138611},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.42753979563713074},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.3836307227611542},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.36396074295043945},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.27797019481658936}],"concepts":[{"id":"https://openalex.org/C2777253967","wikidata":"https://www.wikidata.org/wiki/Q30019","display_name":"Sphagnum","level":3,"score":0.901415228843689},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.7640570402145386},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7328723669052124},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.6226269602775574},{"id":"https://openalex.org/C53657456","wikidata":"https://www.wikidata.org/wiki/Q184624","display_name":"Peat","level":2,"score":0.5804716348648071},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5275986790657043},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4612305462360382},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.4415373206138611},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.42753979563713074},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.3836307227611542},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36396074295043945},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.27797019481658936},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jag.2024.104201","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jag.2024.104201","pdf_url":null,"source":{"id":"https://openalex.org/S4210179989","display_name":"International Journal of Applied Earth Observation and Geoinformation","issn_l":"1569-8432","issn":["1569-8432","1872-826X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Earth Observation and Geoinformation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:05ab788f53624604828771481cbbab79","is_oa":true,"landing_page_url":"https://doaj.org/article/05ab788f53624604828771481cbbab79","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":"International Journal of Applied Earth Observations and Geoinformation, Vol 134, Iss , Pp 104201- (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.jag.2024.104201","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jag.2024.104201","pdf_url":null,"source":{"id":"https://openalex.org/S4210179989","display_name":"International Journal of Applied Earth Observation and Geoinformation","issn_l":"1569-8432","issn":["1569-8432","1872-826X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Earth Observation and Geoinformation","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4000000059604645}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323433","display_name":"Koneen S\u00e4\u00e4ti\u00f6","ror":"https://ror.org/05jwty529"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1579623797","https://openalex.org/W1788012686","https://openalex.org/W1971495154","https://openalex.org/W1972528938","https://openalex.org/W1977255060","https://openalex.org/W1986786848","https://openalex.org/W2002242696","https://openalex.org/W2010319424","https://openalex.org/W2016294593","https://openalex.org/W2026014114","https://openalex.org/W2036367059","https://openalex.org/W2046506133","https://openalex.org/W2050919167","https://openalex.org/W2052203871","https://openalex.org/W2059672058","https://openalex.org/W2068405166","https://openalex.org/W2090535203","https://openalex.org/W2098057602","https://openalex.org/W2102536829","https://openalex.org/W2105804920","https://openalex.org/W2120925180","https://openalex.org/W2127816908","https://openalex.org/W2129521039","https://openalex.org/W2142649963","https://openalex.org/W2144153036","https://openalex.org/W2144338457","https://openalex.org/W2147553820","https://openalex.org/W2156124171","https://openalex.org/W2163522904","https://openalex.org/W2163954823","https://openalex.org/W2171453807","https://openalex.org/W2320164690","https://openalex.org/W2527325682","https://openalex.org/W2528576052","https://openalex.org/W2550002743","https://openalex.org/W2738916986","https://openalex.org/W2793366794","https://openalex.org/W2883263274","https://openalex.org/W2916353018","https://openalex.org/W2944875649","https://openalex.org/W2963326392","https://openalex.org/W2995594802","https://openalex.org/W3003873779","https://openalex.org/W3026522061","https://openalex.org/W3041323777","https://openalex.org/W3086351411","https://openalex.org/W3117429542","https://openalex.org/W3128245916","https://openalex.org/W3139347168","https://openalex.org/W3158249553","https://openalex.org/W3164826511","https://openalex.org/W3172422886","https://openalex.org/W3206967124","https://openalex.org/W4200014060","https://openalex.org/W4213334744","https://openalex.org/W4281950144","https://openalex.org/W4295973418","https://openalex.org/W4311400553","https://openalex.org/W4327591032","https://openalex.org/W4366289267","https://openalex.org/W4380485433","https://openalex.org/W6683768005","https://openalex.org/W6787996409","https://openalex.org/W6790563336","https://openalex.org/W6796872897"],"related_works":["https://openalex.org/W1989638121","https://openalex.org/W2070061682","https://openalex.org/W2048644521","https://openalex.org/W4389201700","https://openalex.org/W2021657087","https://openalex.org/W2104719604","https://openalex.org/W3155612719","https://openalex.org/W2200148854","https://openalex.org/W2057990777","https://openalex.org/W4309269549"],"abstract_inverted_index":{"Detailed":[0],"knowledge":[1],"of":[2,15,21,25,55,126,152,161,181,204,213,228,235,244],"vegetation":[3,28,294],"patterns":[4],"allows":[5],"to":[6,76,90,130,221,248,286],"evaluate":[7],"mire":[8,99,133,293],"ecosystems":[9],"and":[10,27,34,45,66,154,216,225,232,255,295],"their":[11],"dynamics.":[12],"The":[13,137],"use":[14],"hyperspectral":[16,36,280],"information":[17,281],"has":[18],"the":[19,43,53,102,119,124,144,148,158,173,193,196,233,242,256],"benefits":[20],"exploring":[22],"spectral":[23,79,128,141,249,290],"characteristics":[24],"species":[26,94,198,209,231],"modelling.":[29,296],"Our":[30],"study":[31],"employed":[32],"multi-scale":[33],"multi-source":[35],"imaging":[37],"with":[38,63,134,189,201,266,271],"a":[39,64,78,96,115,169,260,288],"handheld":[40],"camera":[41],"in":[42,95,143],"field":[44,67],"an":[46,131,179,202],"UAV":[47,65],"(Unoccupied":[48],"Aerial":[49],"Vehicle)":[50],"sensor":[51],"covering":[52],"wavelengths":[54],"400":[56],"\u2013":[57],"1000":[58],"nm.":[59],"Plot-level":[60],"spectra":[61,68],"acquired":[62],"collected":[69],"at":[70,282],"1":[71],"m":[72],"height":[73],"were":[74],"combined":[75],"develop":[77],"library":[80,86,291],"for":[81,263,292],"Sphagnum":[82,93,187],"moss":[83,208],"species.":[84],"This":[85,237],"was":[87,111,168,199],"then":[88],"used":[89],"map":[91],"dominant":[92],"Finnish":[97],"Aapa":[98],"complex":[100],"using":[101],"Spectral":[103],"Angle":[104],"Mapper":[105],"(SAM)":[106],"classifier.":[107],"Classification":[108],"performance":[109,268],"assessment":[110],"supported":[112],"by":[113,185],"calculating":[114],"water":[116,257,273],"index":[117,258,274],"from":[118,223],"UAV-information.":[120],"Additionally,":[121],"we":[122],"examined":[123],"transferability":[125],"site-specific":[127],"libraries":[129,156],"aapa":[132],"similar":[135],"vegetation.":[136],"results":[138],"showed":[139],"little":[140],"variation":[142,171],"plot":[145],"spectrum":[146],"between":[147],"sensors.":[149],"A":[150],"fusion":[151],"species-":[153],"plot-level":[155],"yielded":[157],"highest":[159],"accuracy":[160,180,203],"62":[162],"%.":[163,191,206],"For":[164,192],"both":[165],"mires,":[166],"there":[167],"great":[170],"among":[172],"class":[174],"accuracies.":[175],"Floating":[176],"mosses":[177],"had":[178],"86":[182],"%,":[183,218],"followed":[184],"lawn-forming":[186],"balticum":[188],"77":[190],"test":[194],"site,":[195],"latter":[197],"mapped":[200],"59":[205],"Red":[207],"achieved":[210],"low":[211],"accuracies":[212],"45":[214],"%":[215],"38":[217],"likely":[219],"due":[220],"effects":[222,227],"sub-pixel":[224],"mixed-pixel":[226],"neighbouring":[229],"graminoid":[230],"presence":[234],"litter.":[236],"might":[238],"have":[239],"also":[240],"enhanced":[241],"contrast":[243],"adjacent":[245],"pixels":[246],"contributing":[247],"alterations.":[250],"Water":[251],"table":[252],"depth":[253],"measurements":[254],"revealed":[259],"hydrological":[261,284],"preference":[262],"most":[264],"species,":[265],"classification":[267],"notably":[269],"improving":[270],"higher":[272],"values.":[275],"We":[276],"recommend":[277],"collecting":[278],"on-site":[279],"varying":[283],"circumstances":[285],"build":[287],"comprehensive":[289]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}