{"id":"https://openalex.org/W4367054594","doi":"https://doi.org/10.3390/rs15092278","title":"An Overview of the Special Issue \u201cRemote Sensing Applications in Vegetation Classification\u201d","display_name":"An Overview of the Special Issue \u201cRemote Sensing Applications in Vegetation Classification\u201d","publication_year":2023,"publication_date":"2023-04-26","ids":{"openalex":"https://openalex.org/W4367054594","doi":"https://doi.org/10.3390/rs15092278"},"language":"en","primary_location":{"id":"doi:10.3390/rs15092278","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092278","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2278/pdf?version=1682481884","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/2072-4292/15/9/2278/pdf?version=1682481884","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083657438","display_name":"Anna Jaroci\u0144ska","orcid":"https://orcid.org/0000-0003-3610-4656"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Anna Jaroci\u0144ska","raw_affiliation_strings":["Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, 00-927 Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, 00-927 Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081973292","display_name":"Adriana Marcinkowska-Ochtyra","orcid":"https://orcid.org/0000-0002-9080-3899"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adriana Marcinkowska-Ochtyra","raw_affiliation_strings":["Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, 00-927 Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, 00-927 Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061671139","display_name":"Adrian Ochtyra","orcid":"https://orcid.org/0000-0003-4799-8093"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adrian Ochtyra","raw_affiliation_strings":["Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, 00-927 Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, 00-927 Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083657438"],"corresponding_institution_ids":["https://openalex.org/I4654613"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.7683,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72639836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"15","issue":"9","first_page":"2278","last_page":"2278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9987000226974487,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9987000226974487,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.994700014591217,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9918000102043152,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.8154754638671875},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.7693742513656616},{"id":"https://openalex.org/keywords/vegetation-classification","display_name":"Vegetation classification","score":0.7000424265861511},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6718798279762268},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.558586597442627},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.5459720492362976},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5196858048439026},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.49534550309181213},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.47658583521842957},{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.4180833101272583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3891216218471527},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.24582931399345398},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11261492967605591}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.8154754638671875},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.7693742513656616},{"id":"https://openalex.org/C2776054349","wikidata":"https://www.wikidata.org/wiki/Q18648871","display_name":"Vegetation classification","level":3,"score":0.7000424265861511},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6718798279762268},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.558586597442627},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.5459720492362976},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5196858048439026},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.49534550309181213},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.47658583521842957},{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.4180833101272583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3891216218471527},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24582931399345398},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11261492967605591},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical 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},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15092278","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092278","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2278/pdf?version=1682481884","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:99071af030b24b718330ad6e04847102","is_oa":true,"landing_page_url":"https://doaj.org/article/99071af030b24b718330ad6e04847102","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 9, p 2278 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/9/2278/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15092278","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 15; Issue 9; Pages: 2278","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15092278","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092278","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2278/pdf?version=1682481884","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":[{"id":"https://metadata.un.org/sdg/15","score":0.6800000071525574,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367054594.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W3135103104","https://openalex.org/W3161633966","https://openalex.org/W3177170964","https://openalex.org/W4200437452","https://openalex.org/W4224983923","https://openalex.org/W4283015033","https://openalex.org/W4283324343","https://openalex.org/W4285596620","https://openalex.org/W4292058731","https://openalex.org/W4295863576","https://openalex.org/W4296569569","https://openalex.org/W4306769735","https://openalex.org/W4306964662","https://openalex.org/W4309002253","https://openalex.org/W4313408587","https://openalex.org/W4316467973"],"related_works":["https://openalex.org/W2612882618","https://openalex.org/W2138205097","https://openalex.org/W2776398399","https://openalex.org/W1552304540","https://openalex.org/W2032332878","https://openalex.org/W2046570986","https://openalex.org/W2039331518","https://openalex.org/W2169663233","https://openalex.org/W2766233656","https://openalex.org/W641190407"],"abstract_inverted_index":{"One":[0],"of":[1,111,114,124,129,140,152,159,203,207,245,252,285,313],"the":[2,8,49,95,112,122,135,147,157,160,217,230,235,246,253,283,300,311,314],"ideas":[3],"behind":[4],"vegetation":[5,13,21,72,96,125,301],"monitoring":[6],"is":[7,33,60,88,108],"ability":[9],"to":[10,41,90,176,215,241,306],"identify":[11],"different":[12,119,127,138,150,201,205,211,287],"units,":[14],"such":[15,29,52],"as":[16,44,186,188],"species,":[17],"communities,":[18],"habitats,":[19],"or":[20,46,210],"types.":[22],"Remote":[23,66],"sensing":[24,67,116],"data":[25,117,208],"allow":[26,54],"for":[27,55,71,74,121,234,282],"obtaining":[28],"information":[30],"remotely,":[31],"which":[32,59,280],"especially":[34],"valuable":[35],"in":[36,63,94,105,162,213,227,292],"areas":[37],"that":[38,197],"are":[39],"difficult":[40],"explore":[42],"(such":[43],"mountains":[45],"wetlands).":[47],"At":[48],"same":[50],"time,":[51],"techniques":[53],"limiting":[56],"field":[57],"research,":[58],"particularly":[61],"important":[62],"this":[64,293],"context.":[65],"has":[68],"been":[69],"utilized":[70],"inventories":[73],"many":[75],"decades,":[76],"using":[77],"airborne":[78,181],"and":[79,86,173,183,199,263,304],"spaceborne":[80],"platforms.":[81],"Developing":[82],"newer":[83],"tools,":[84],"algorithms":[85,278],"sensors":[87,169],"conducive":[89],"more":[91],"new":[92],"applications":[93,113],"identification":[97,123],"field.":[98],"The":[99,165,289],"Special":[100,294],"Issue":[101,295],"\u201cRemote":[102],"Sensing":[103],"Applications":[104],"Vegetation":[106],"Classification\u201d":[107],"an":[109],"overview":[110],"remote":[115],"with":[118],"resolutions":[120],"at":[126,249],"levels":[128],"detail.":[130],"In":[131,144,243],"14":[132],"research":[133,247,302],"papers,":[134,248],"most":[136,166],"frequent":[137],"types":[139,151],"crops":[141],"were":[142,156,170,191,195,223],"analysed.":[143],"three":[145],"cases,":[146],"authors":[148],"recognised":[149],"grasslands,":[153],"whereas":[154],"trees":[155],"object":[158],"studies":[161,290],"two":[163,254],"papers.":[164],"commonly":[167,255],"used":[168,256,298],"Copernicus":[171],"Sentinel-1":[172],"Sentinel-2;":[174],"however,":[175],"a":[177],"lesser":[178],"extent,":[179],"MODIS,":[180],"hyperspectral":[182],"multispectral":[184],"data,":[185],"well":[187],"LiDAR":[189],"products,":[190],"also":[192],"utilised.":[193],"There":[194],"articles":[196],"tested":[198],"compared":[200],"combinations":[202],"datasets,":[204],"terms":[206],"acquisition,":[209],"classifiers":[212],"order":[214],"achieve":[216],"highest":[218],"classification":[219,277],"accuracy.":[220],"These":[221],"accuracies":[222],"assessed":[224],"quite":[225],"satisfactorily":[226],"each":[228],"publication;":[229],"overall":[231],"accuracy":[232],"(OA)":[233],"best":[236],"result":[237],"varied":[238],"from":[239],"72%":[240],"98%.":[242],"all":[244],"least":[250],"one":[251,271],"machine":[257],"learning":[258],"algorithms,":[259],"random":[260],"forest":[261],"(RF)":[262],"support":[264],"vector":[265],"machines":[266],"(SVM),":[267],"was":[268],"applied.":[269],"Additionally,":[270],"paper":[272],"presented":[273],"software":[274],"ARTMO\u2019s":[275],"machine-learning":[276],"toolbox,":[279],"allows":[281],"testing":[284],"13":[286],"classifiers.":[288],"published":[291],"can":[296],"be":[297],"by":[299],"teams":[303],"practitioners":[305],"conduct":[307],"deeper":[308],"analysis":[309],"via":[310],"utilization":[312],"proposed":[315],"solutions.":[316]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2023-04-27T00:00:00"}
