{"id":"https://openalex.org/W4200215228","doi":"https://doi.org/10.3390/rs13245159","title":"A Complete Environmental Intelligence System for LiDAR-Based Vegetation Management in Power-Line Corridors","display_name":"A Complete Environmental Intelligence System for LiDAR-Based Vegetation Management in Power-Line Corridors","publication_year":2021,"publication_date":"2021-12-20","ids":{"openalex":"https://openalex.org/W4200215228","doi":"https://doi.org/10.3390/rs13245159"},"language":"en","primary_location":{"id":"doi:10.3390/rs13245159","doi":"https://doi.org/10.3390/rs13245159","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13245159","pdf_url":"https://www.mdpi.com/2072-4292/13/24/5159/pdf?version=1640225891","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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"},"parent_works":[],"lineage":["https://openalex.org/W4200215228"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/24/5159/pdf?version=1640225891","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033782481","display_name":"Domen Mongus","orcid":"https://orcid.org/0000-0002-2160-0529","observed_orcids":["https://orcid.org/0000-0002-2160-0529"]},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Domen Mongus","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-2160-0529","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005715031","display_name":"Matej Brumen","orcid":"https://orcid.org/0009-0003-6756-1742","observed_orcids":["https://orcid.org/0009-0003-6756-1742"]},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Matej Brumen","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076169425","display_name":"Danijel \u017dlaus","orcid":"https://orcid.org/0000-0002-3216-2691","observed_orcids":["https://orcid.org/0000-0002-3216-2691"]},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Danijel \u017dlaus","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-3216-2691","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003861840","display_name":"\u0160tefan Kohek","orcid":"https://orcid.org/0000-0002-6210-0889","observed_orcids":["https://orcid.org/0000-0002-6210-0889"]},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"\u0160tefan Kohek","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-6210-0889","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007920643","display_name":"Roman Toma\u017ei\u010d","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210137196","display_name":"Eles (Slovenia)","ror":"https://ror.org/03x212m64","country_code":"SI","type":"company","lineage":["https://openalex.org/I4210137196"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Roman Toma\u017ei\u010d","raw_affiliation_strings":["ELES, d.o.o., Hajdrihova 2, SI-1000 Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ELES, d.o.o., Hajdrihova 2, SI-1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210137196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033523108","display_name":"Uro\u0161 Kerin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210137196","display_name":"Eles (Slovenia)","ror":"https://ror.org/03x212m64","country_code":"SI","type":"company","lineage":["https://openalex.org/I4210137196"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Uro\u0161 Kerin","raw_affiliation_strings":["ELES, d.o.o., Hajdrihova 2, SI-1000 Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ELES, d.o.o., Hajdrihova 2, SI-1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210137196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090008101","display_name":"Simon Kolmani\u010d","orcid":"https://orcid.org/0000-0002-0776-1860","observed_orcids":["https://orcid.org/0000-0002-0776-1860"]},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Simon Kolmani\u010d","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-0776-1860","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Koro\u0161ka Cesta 46, SI-2000 Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033782481"],"corresponding_institution_ids":["https://openalex.org/I37696226"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2592},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2592},"fwci":1.7313,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.82431357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"13","issue":"24","first_page":"5159","last_page":"5159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9286999702453613,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9286999702453613,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"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/T13715","display_name":"Power Line Inspection Robots","score":0.0575999990105629,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.0008999999845400453,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/vegetation-management","display_name":"vegetation management","score":0.6389999985694885},{"id":"https://openalex.org/keywords/power-line-corridors","display_name":"power line corridors","score":0.8640000224113464},{"id":"https://openalex.org/keywords/lidar","display_name":"LiDAR","score":0.9620000123977661},{"id":"https://openalex.org/keywords/environmental-intelligence","display_name":"environmental intelligence","score":0.7919999957084656},{"id":"https://openalex.org/keywords/ensemble-regression","display_name":"ensemble regression","score":0.7269999980926514},{"id":"https://openalex.org/keywords/data-fusion","display_name":"data fusion","score":0.7639999985694885},{"id":"https://openalex.org/keywords/ecological-niche","display_name":"ecological niche","score":0.6800000071525574},{"id":"https://openalex.org/keywords/tree-growth-simulation","display_name":"tree growth simulation","score":0.6190000176429749},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"predictive analytics","score":0.5109999775886536}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.6591403484344482},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.6112006902694702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4503827691078186},{"id":"https://openalex.org/C17435862","wikidata":"https://www.wikidata.org/wiki/Q29957","display_name":"Funnel","level":2,"score":0.444256067276001},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.4434700310230255},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4237283766269684},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.42201095819473267},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3993085026741028},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3915318250656128},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3138839602470398},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17763876914978027},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1754896640777588},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.15132296085357666},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"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:10.3390/rs13245159","doi":"https://doi.org/10.3390/rs13245159","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13245159","pdf_url":"https://www.mdpi.com/2072-4292/13/24/5159/pdf?version=1640225891","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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:830d6ef74c60489ea20b85eb0ab8c0be","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/830d6ef74c60489ea20b85eb0ab8c0be","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,"listed_in":[],"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 13, Iss 24, p 5159 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs13245159","doi":"https://doi.org/10.3390/rs13245159","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13245159","pdf_url":"https://www.mdpi.com/2072-4292/13/24/5159/pdf?version=1640225891","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":0.8125,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"},{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2291760295","display_name":"Computer Systems, Methodologies, and Intelligent Services","funder_award_id":"P2-0041","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"},{"id":"https://openalex.org/G8309034413","display_name":"Implementing digital-twins of ecosystems of agricultural lands","funder_award_id":"L7-2633","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"}],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200215228.pdf","grobid_xml":"https://content.openalex.org/works/W4200215228.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1436861582","https://openalex.org/W1491204944","https://openalex.org/W1501681504","https://openalex.org/W1977731274","https://openalex.org/W1990068598","https://openalex.org/W1993675552","https://openalex.org/W1999260680","https://openalex.org/W2010980358","https://openalex.org/W2056438763","https://openalex.org/W2091520275","https://openalex.org/W2133553065","https://openalex.org/W2134361702","https://openalex.org/W2147243569","https://openalex.org/W2151262104","https://openalex.org/W2228604022","https://openalex.org/W2277831359","https://openalex.org/W2295511148","https://openalex.org/W2301086635","https://openalex.org/W2305666041","https://openalex.org/W2313448762","https://openalex.org/W2316508121","https://openalex.org/W2334845011","https://openalex.org/W2407977833","https://openalex.org/W2587895043","https://openalex.org/W2607281691","https://openalex.org/W2745024057","https://openalex.org/W2757142005","https://openalex.org/W2775359664","https://openalex.org/W2800288384","https://openalex.org/W2885364439","https://openalex.org/W2891955365","https://openalex.org/W2904001012","https://openalex.org/W2915350869","https://openalex.org/W2918851302","https://openalex.org/W2928086159","https://openalex.org/W2965658553","https://openalex.org/W2967346956","https://openalex.org/W2995201943","https://openalex.org/W3042091195","https://openalex.org/W3132919013","https://openalex.org/W3135902563","https://openalex.org/W3156239754","https://openalex.org/W3166619691","https://openalex.org/W3175885422","https://openalex.org/W3178184718","https://openalex.org/W3184969998","https://openalex.org/W6698114291"],"related_works":["https://openalex.org/W7164507880","https://openalex.org/W3006917111","https://openalex.org/W4411724901","https://openalex.org/W2316669683","https://openalex.org/W4415623536","https://openalex.org/W4220855630","https://openalex.org/W4382050671","https://openalex.org/W7135221868","https://openalex.org/W3135902563","https://openalex.org/W4412691076"],"abstract_inverted_index":{"This":[0,49],"paper":[1],"presents":[2],"the":[3,13,24,30,54,150],"first":[4],"complete":[5],"approach":[6],"to":[7,23,98,104],"achieving":[8],"environmental":[9],"intelligence":[10],"support":[11],"in":[12,142],"management":[14],"of":[15,32],"vegetation":[16,38,46,87,144],"within":[17],"electrical":[18],"power":[19,33],"transmission":[20],"corridors.":[21],"Contrary":[22],"related":[25],"studies":[26],"that":[27,76,85,102],"focused":[28],"on":[29],"mapping":[31],"lines,":[34],"together":[35],"with":[36,45],"encroaching":[37,143],"risk":[39],"assessment,":[40],"we":[41],"realised":[42],"predictive":[43],"analytics":[44],"growth":[47,88,133],"simulation.":[48],"was":[50,112,128,140],"achieved":[51],"by":[52,93],"following":[53],"JDL/DFIG":[55],"data":[56,70],"fusion":[57],"model":[58],"for":[59],"complementary":[60],"feature":[61],"extraction":[62],"from":[63],"Light":[64],"Detection":[65],"and":[66,72],"Ranging":[67],"(LiDAR)":[68],"derived":[69],"products":[71],"auxiliary":[73],"thematic":[74],"maps":[75],"feed":[77],"an":[78],"ensemble":[79],"regression":[80],"model.":[81],"The":[82],"results":[83],"indicate":[84],"improved":[86],"prediction":[89],"accuracy":[90],"is":[91],"obtained":[92],"segmenting":[94],"training":[95],"samples":[96],"according":[97],"their":[99,105],"contextual":[100],"similarities":[101],"relate":[103],"ecological":[106],"niches.":[107],"Furthermore,":[108],"efficient":[109],"situation":[110],"assessment":[111],"then":[113],"performed":[114],"using":[115],"a":[116,136],"rasterised":[117],"parametrically":[118],"defined":[119],"funnel-shaped":[120],"volumetric":[121],"filter.":[122],"In":[123],"this":[124],"way,":[125],"RMSE\u22481":[126],"m":[127,138],"measured":[129],"when":[130],"considering":[131],"tree":[132],"simulation,":[134],"while":[135],"0.37":[137],"error":[139],"estimated":[141],"detection,":[145],"demonstrating":[146],"significant":[147],"improvements":[148],"over":[149],"field":[151],"observations.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-12-31T00:00:00"}