{"id":"https://openalex.org/W3195911513","doi":"https://doi.org/10.3390/rs13163272","title":"UAV-Based Land Cover Classification for Hoverfly (Diptera: Syrphidae) Habitat Condition Assessment: A Case Study on Mt. Stara Planina (Serbia)","display_name":"UAV-Based Land Cover Classification for Hoverfly (Diptera: Syrphidae) Habitat Condition Assessment: A Case Study on Mt. Stara Planina (Serbia)","publication_year":2021,"publication_date":"2021-08-18","ids":{"openalex":"https://openalex.org/W3195911513","doi":"https://doi.org/10.3390/rs13163272","mag":"3195911513"},"language":"en","primary_location":{"id":"doi:10.3390/rs13163272","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163272","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3272/pdf?version=1629360953","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/2072-4292/13/16/3272/pdf?version=1629360953","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026411133","display_name":"Bojana Ivo\u0161evi\u0107","orcid":"https://orcid.org/0000-0002-6832-1893"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]},{"id":"https://openalex.org/I4210154960","display_name":"BioSense Institute","ror":"https://ror.org/04qn48008","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210154960"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Bojana Ivo\u0161evi\u0107","raw_affiliation_strings":["BioSense Institute\u2014Research Institute for Information Technologies in Biosystems, University of Novi Sad, 21101 Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"BioSense Institute\u2014Research Institute for Information Technologies in Biosystems, University of Novi Sad, 21101 Novi Sad, Serbia","institution_ids":["https://openalex.org/I4210154960","https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042356242","display_name":"Predrag Lugonja","orcid":"https://orcid.org/0000-0001-7399-8789"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]},{"id":"https://openalex.org/I4210154960","display_name":"BioSense Institute","ror":"https://ror.org/04qn48008","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210154960"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Predrag Lugonja","raw_affiliation_strings":["BioSense Institute\u2014Research Institute for Information Technologies in Biosystems, University of Novi Sad, 21101 Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"BioSense Institute\u2014Research Institute for Information Technologies in Biosystems, University of Novi Sad, 21101 Novi Sad, Serbia","institution_ids":["https://openalex.org/I4210154960","https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077675949","display_name":"Sanja Brdar","orcid":"https://orcid.org/0000-0002-2259-4693"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]},{"id":"https://openalex.org/I4210154960","display_name":"BioSense Institute","ror":"https://ror.org/04qn48008","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210154960"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Sanja Brdar","raw_affiliation_strings":["BioSense Institute\u2014Research Institute for Information Technologies in Biosystems, University of Novi Sad, 21101 Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"BioSense Institute\u2014Research Institute for Information Technologies in Biosystems, University of Novi Sad, 21101 Novi Sad, Serbia","institution_ids":["https://openalex.org/I4210154960","https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011022921","display_name":"Mirjana Radulovi\u0107","orcid":"https://orcid.org/0000-0001-6429-1845"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]},{"id":"https://openalex.org/I4210154960","display_name":"BioSense Institute","ror":"https://ror.org/04qn48008","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210154960"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Mirjana Radulovi\u0107","raw_affiliation_strings":["BioSense Institute\u2014Research Institute for Information Technologies in Biosystems, University of Novi Sad, 21101 Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"BioSense Institute\u2014Research Institute for Information Technologies in Biosystems, University of Novi Sad, 21101 Novi Sad, Serbia","institution_ids":["https://openalex.org/I4210154960","https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068398512","display_name":"Ante Vuji\u0107","orcid":"https://orcid.org/0000-0002-8819-8079"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Ante Vuji\u0107","raw_affiliation_strings":["Department of Biology and Ecology, Faculty of Sciences, University of Novi Sad, 21102 Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"Department of Biology and Ecology, Faculty of Sciences, University of Novi Sad, 21102 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086176346","display_name":"Jo\u00e3o Valente","orcid":"https://orcid.org/0000-0002-6241-4124"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Valente","raw_affiliation_strings":["Information Technology Group, Wageningen University & Research, 6706 KN Wageningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Information Technology Group, Wageningen University & Research, 6706 KN Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026411133"],"corresponding_institution_ids":["https://openalex.org/I170726198","https://openalex.org/I4210154960"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.0191,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8120389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"13","issue":"16","first_page":"3272","last_page":"3272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12713","display_name":"Forest Ecology and Biodiversity Studies","score":0.9883999824523926,"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"}},{"id":"https://openalex.org/T12606","display_name":"Diptera species taxonomy and behavior","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/land-cover","display_name":"Land cover","score":0.813910722732544},{"id":"https://openalex.org/keywords/species-richness","display_name":"Species richness","score":0.5732832551002502},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5504445433616638},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.5412338376045227},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4642181396484375},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.44390714168548584},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.43360036611557007},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4141896963119507},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.401502400636673},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3516121208667755},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.3324534595012665},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25070202350616455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1649819314479828},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08962318301200867}],"concepts":[{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.813910722732544},{"id":"https://openalex.org/C53565203","wikidata":"https://www.wikidata.org/wiki/Q17146659","display_name":"Species richness","level":2,"score":0.5732832551002502},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5504445433616638},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.5412338376045227},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4642181396484375},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.44390714168548584},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.43360036611557007},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4141896963119507},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.401502400636673},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3516121208667755},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.3324534595012665},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25070202350616455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1649819314479828},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08962318301200867},{"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":4,"locations":[{"id":"doi:10.3390/rs13163272","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163272","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3272/pdf?version=1629360953","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:71a39c9bad8943028f5af9d4e76cf085","is_oa":true,"landing_page_url":"https://doaj.org/article/71a39c9bad8943028f5af9d4e76cf085","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 16, p 3272 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/16/3272/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13163272","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","raw_type":"Text"},{"id":"pmh:wur:oai:library.wur.nl:wurpubs/586672","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/uav-based-land-cover-classification-for-hoverfly-diptera-syrphida","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 13(16)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs13163272","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163272","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3272/pdf?version=1629360953","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","display_name":"Life in Land","score":0.7900000214576721}],"awards":[{"id":"https://openalex.org/G2846943567","display_name":null,"funder_award_id":"451-03-68/2020-14/200358","funder_id":"https://openalex.org/F4320322729","funder_display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja"},{"id":"https://openalex.org/G7739650907","display_name":null,"funder_award_id":"739570","funder_id":"https://openalex.org/F4320337665","funder_display_name":"H2020 Spreading Excellence and Widening Participation"},{"id":"https://openalex.org/G8604428680","display_name":null,"funder_award_id":"810775","funder_id":"https://openalex.org/F4320337665","funder_display_name":"H2020 Spreading Excellence and Widening Participation"}],"funders":[{"id":"https://openalex.org/F4320322729","display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja","ror":"https://ror.org/01znas443"},{"id":"https://openalex.org/F4320337665","display_name":"H2020 Spreading Excellence and Widening Participation","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3195911513.pdf","grobid_xml":"https://content.openalex.org/works/W3195911513.grobid-xml"},"referenced_works_count":88,"referenced_works":["https://openalex.org/W29643851","https://openalex.org/W876532499","https://openalex.org/W964460774","https://openalex.org/W1555651959","https://openalex.org/W1587080882","https://openalex.org/W1633761300","https://openalex.org/W1966976587","https://openalex.org/W1972732317","https://openalex.org/W1975258901","https://openalex.org/W1975919281","https://openalex.org/W1984289423","https://openalex.org/W1984792953","https://openalex.org/W1997776251","https://openalex.org/W1998598901","https://openalex.org/W2008585232","https://openalex.org/W2011195056","https://openalex.org/W2017541771","https://openalex.org/W2019400639","https://openalex.org/W2021236405","https://openalex.org/W2027165049","https://openalex.org/W2053154970","https://openalex.org/W2063907334","https://openalex.org/W2065034519","https://openalex.org/W2088252378","https://openalex.org/W2089212648","https://openalex.org/W2109862393","https://openalex.org/W2123935991","https://openalex.org/W2124194493","https://openalex.org/W2135011388","https://openalex.org/W2155632266","https://openalex.org/W2158283933","https://openalex.org/W2170498926","https://openalex.org/W2181784722","https://openalex.org/W2184923025","https://openalex.org/W2193073665","https://openalex.org/W2243003515","https://openalex.org/W2282484194","https://openalex.org/W2307094448","https://openalex.org/W2337511371","https://openalex.org/W2337695330","https://openalex.org/W2339165922","https://openalex.org/W2397741397","https://openalex.org/W2479224257","https://openalex.org/W2574423202","https://openalex.org/W2583322927","https://openalex.org/W2591970477","https://openalex.org/W2593778105","https://openalex.org/W2594502636","https://openalex.org/W2618845679","https://openalex.org/W2727145314","https://openalex.org/W2732720900","https://openalex.org/W2753320353","https://openalex.org/W2776146695","https://openalex.org/W2788513027","https://openalex.org/W2790529722","https://openalex.org/W2790858865","https://openalex.org/W2796308521","https://openalex.org/W2796660597","https://openalex.org/W2808469394","https://openalex.org/W2809198380","https://openalex.org/W2884592726","https://openalex.org/W2888766590","https://openalex.org/W2896141701","https://openalex.org/W2902562806","https://openalex.org/W2911964244","https://openalex.org/W2946046457","https://openalex.org/W2946852068","https://openalex.org/W2948785796","https://openalex.org/W2950123062","https://openalex.org/W2966134946","https://openalex.org/W2967681213","https://openalex.org/W2996348887","https://openalex.org/W2999292335","https://openalex.org/W3000652771","https://openalex.org/W3005457426","https://openalex.org/W3102757242","https://openalex.org/W3105830005","https://openalex.org/W4236735572","https://openalex.org/W4256516045","https://openalex.org/W4294214983","https://openalex.org/W6633188587","https://openalex.org/W6649793654","https://openalex.org/W6652556475","https://openalex.org/W6685953750","https://openalex.org/W6703290958","https://openalex.org/W6743963816","https://openalex.org/W6755422106","https://openalex.org/W6786718716"],"related_works":["https://openalex.org/W4396689146","https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W2004826645","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W2972049582","https://openalex.org/W4389201442"],"abstract_inverted_index":{"Habitat":[0],"degradation,":[1],"mostly":[2],"caused":[3,212],"by":[4,71,213],"human":[5],"impact,":[6],"is":[7,17,210],"one":[8],"of":[9,13,27,35,64,183,187,207,220],"the":[10,25,33,133,142,181,184,205,218,224,233],"key":[11,48],"drivers":[12],"biodiversity":[14],"loss.":[15],"This":[16,129],"a":[18,22,47,243],"global":[19],"problem,":[20],"causing":[21],"decline":[23],"in":[24,39,80,145,166,223,236,242],"number":[26],"pollinators,":[28],"such":[29],"as":[30],"hoverflies.":[31],"In":[32,227],"process":[34],"digitalizing":[36],"ecological":[37],"studies":[38],"Serbia,":[40],"remote-sensing-based":[41],"land":[42,57,92,98,174],"cover":[43,58,93,99,175],"classification":[44,116],"has":[45],"become":[46],"component":[49],"for":[50],"both":[51],"current":[52],"and":[53,108,124,190,196],"future":[54],"research.":[55],"Object-based":[56],"classification,":[59],"using":[60],"machine":[61,119],"learning":[62],"algorithms":[63],"very":[65],"high":[66],"resolution":[67],"(VHR)":[68],"imagery":[69],"acquired":[70],"an":[72],"unmanned":[73],"aerial":[74],"vehicle":[75],"(UAV)":[76],"was":[77,202],"carried":[78],"out":[79],"three":[81,114,147],"different":[82,115],"study":[83,130,148,225,238],"sites":[84],"on":[85],"Mt.":[86],"Stara":[87],"Planina,":[88],"Eastern":[89],"Serbia.":[90],"UAV":[91,173],"classified":[94,176],"maps":[95,177],"with":[96,139,150,180],"seven":[97],"classes":[100],"(trees,":[101],"shrubs,":[102],"meadows,":[103],"road,":[104],"water,":[105],"agricultural":[106],"land,":[107],"forest":[109,122,135],"patches)":[110],"were":[111,178],"studied.":[112],"Moreover,":[113],"algorithms\u2014support":[117],"vector":[118],"(SVM),":[120],"random":[121,134],"(RF),":[123],"k-NN":[125],"(k-nearest":[126],"neighbors)\u2014were":[127],"compared.":[128],"shows":[131],"that":[132,204],"classifier":[136],"performs":[137],"better":[138],"respect":[140],"to":[141,157,164,192,229],"other":[143],"classifiers":[144],"all":[146],"sites,":[149],"overall":[151,160],"accuracy":[152],"values":[153],"ranging":[154],"from":[155],"0.87":[156],"0.96.":[158],"The":[159,171],"results":[161],"are":[162,239],"robust":[163],"changes":[165],"labeling":[167],"ground":[168],"truth":[169],"subsets.":[170],"obtained":[172],"compared":[179],"Map":[182],"Natural":[185],"Vegetation":[186],"Europe":[188],"(EPNV)":[189],"used":[191,235],"quantify":[193],"habitat":[194,208],"degradation":[195,209],"assess":[197],"hoverfly":[198,221],"species":[199,222],"richness.":[200],"It":[201],"concluded":[203],"percentage":[206],"primarily":[211],"anthropogenic":[214],"pressure,":[215],"thus":[216],"affecting":[217],"richness":[219],"sites.":[226],"order":[228],"enable":[230],"research":[231],"reproducibility,":[232],"datasets":[234],"this":[237],"made":[240],"available":[241],"public":[244],"repository.":[245]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
