{"id":"https://openalex.org/W4408990000","doi":"https://doi.org/10.1016/j.compag.2025.110307","title":"Remote and automated detection of Asian hornets (Vespa velutina nigrithorax) at an apiary, using spectral features of their hovering flight sounds","display_name":"Remote and automated detection of Asian hornets (Vespa velutina nigrithorax) at an apiary, using spectral features of their hovering flight sounds","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4408990000","doi":"https://doi.org/10.1016/j.compag.2025.110307"},"language":"en","primary_location":{"id":"doi:10.1016/j.compag.2025.110307","doi":"https://doi.org/10.1016/j.compag.2025.110307","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compag.2025.110307","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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":"Computers and Electronics in Agriculture","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.compag.2025.110307","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Harriet Hall","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Harriet Hall","raw_affiliation_strings":["Physics and Mathematics, School of Science and Technology, Nottingham Trent University, Clifton Lane, Nottingham NG11 8NS, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics and Mathematics, School of Science and Technology, Nottingham Trent University, Clifton Lane, Nottingham NG11 8NS, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049485049","display_name":"Martin Bencsik","orcid":"https://orcid.org/0000-0002-6278-0378","observed_orcids":["https://orcid.org/0000-0002-6278-0378"]},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Martin Bencsik","raw_affiliation_strings":["Physics and Mathematics, School of Science and Technology, Nottingham Trent University, Clifton Lane, Nottingham NG11 8NS, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics and Mathematics, School of Science and Technology, Nottingham Trent University, Clifton Lane, Nottingham NG11 8NS, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006690261","display_name":"Nuno Capela","orcid":"https://orcid.org/0000-0001-7645-3207","observed_orcids":["https://orcid.org/0000-0001-7645-3207"]},"institutions":[{"id":"https://openalex.org/I4405268612","display_name":"Laborat\u00f3rio Associado TERRA","ror":"https://ror.org/01hkg7p16","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4405268612"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Capela","raw_affiliation_strings":["Centre for Functional Ecology, Associate Laboratory TERRA, Department of Life Sciences, University of Coimbra, Cal\u00e7ada Martim de Freitas, 3003-531 Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Functional Ecology, Associate Laboratory TERRA, Department of Life Sciences, University of Coimbra, Cal\u00e7ada Martim de Freitas, 3003-531 Coimbra, Portugal","institution_ids":["https://openalex.org/I4405268612","https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100753125","display_name":"Jos\u00e9 Paulo Sousa","orcid":"https://orcid.org/0000-0001-8045-4296","observed_orcids":["https://orcid.org/0000-0001-8045-4296"]},"institutions":[{"id":"https://openalex.org/I4405268612","display_name":"Laborat\u00f3rio Associado TERRA","ror":"https://ror.org/01hkg7p16","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4405268612"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Paulo Sousa","raw_affiliation_strings":["Centre for Functional Ecology, Associate Laboratory TERRA, Department of Life Sciences, University of Coimbra, Cal\u00e7ada Martim de Freitas, 3003-531 Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Functional Ecology, Associate Laboratory TERRA, Department of Life Sciences, University of Coimbra, Cal\u00e7ada Martim de Freitas, 3003-531 Coimbra, Portugal","institution_ids":["https://openalex.org/I4405268612","https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025274636","display_name":"Dirk C. de Graaf","orcid":"https://orcid.org/0000-0001-8817-0781","observed_orcids":["https://orcid.org/0000-0001-8817-0781"]},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dirk C. de Graaf","raw_affiliation_strings":["Department of Biochemistry and Microbiology, Ghent Universiteit, Sint-Pietersnieuwstraat 33, 9000 Gent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biochemistry and Microbiology, Ghent Universiteit, Sint-Pietersnieuwstraat 33, 9000 Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049485049"],"corresponding_institution_ids":["https://openalex.org/I52590639"],"apc_list":{"value":3870,"currency":"USD","value_usd":3870},"apc_paid":{"value":3870,"currency":"USD","value_usd":3870},"fwci":2.7518,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89826638,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"235","issue":null,"first_page":"110307","last_page":"110307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.551800012588501,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.551800012588501,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.14470000565052032,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.08500000089406967,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vespa-velutina","display_name":"Asian hornet","score":0.9700000286102295},{"id":"https://openalex.org/keywords/vespa-velutina-nigrithorax","display_name":"Vespa velutina nigrithorax","score":0.9950000047683716},{"id":"https://openalex.org/keywords/invasive-species-monitoring","display_name":"invasive species monitoring","score":0.7310000061988831},{"id":"https://openalex.org/keywords/apiaries","display_name":"apiaries","score":0.5419999957084656},{"id":"https://openalex.org/keywords/hovering-flight","display_name":"hovering flight","score":0.492000013589859},{"id":"https://openalex.org/keywords/sound-discrimination","display_name":"sound discrimination","score":0.6439999938011169},{"id":"https://openalex.org/keywords/spectral-properties","display_name":"spectral properties","score":0.6389999985694885},{"id":"https://openalex.org/keywords/2d-fourier-transform","display_name":"two-dimensional Fourier transform","score":0.921999990940094},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"principal component analysis","score":0.7229999899864197},{"id":"https://openalex.org/keywords/discriminant-function-analysis","display_name":"discriminant function analysis","score":0.9909999966621399},{"id":"https://openalex.org/keywords/non-invasive-monitoring","display_name":"non-invasive monitoring","score":0.5770000219345093},{"id":"https://openalex.org/keywords/beekeeping","display_name":"beekeeping","score":0.328000009059906}],"concepts":[{"id":"https://openalex.org/C154901010","wikidata":"https://www.wikidata.org/wiki/Q857628","display_name":"Apiary","level":3,"score":0.7868054509162903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35048043727874756},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34532472491264343},{"id":"https://openalex.org/C21078798","wikidata":"https://www.wikidata.org/wiki/Q176353","display_name":"Beekeeping","level":2,"score":0.15676045417785645},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.compag.2025.110307","doi":"https://doi.org/10.1016/j.compag.2025.110307","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compag.2025.110307","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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":"Computers and Electronics in Agriculture","raw_type":"journal-article"},{"id":"pmh:oai:irep.ntu.ac.uk:53340","doi":null,"is_oa":true,"landing_page_url":"https://irep.ntu.ac.uk/id/eprint/53340/1/2419688_Bencsik.pdf","pdf_url":"https://irep.ntu.ac.uk/id/eprint/53340/1/2419688_Bencsik.pdf","source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:archive.ugent.be:01K74KX6J9K84AYATTTGH4DR8G","doi":null,"is_oa":true,"landing_page_url":"https://biblio.ugent.be/publication/01K74KX6J9K84AYATTTGH4DR8G","pdf_url":"https://biblio.ugent.be/publication/01K74KX6J9K84AYATTTGH4DR8G/file/01K74M11Q5YKD2Z0WK9ZEVGXM1.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"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":"ISSN: 1872-7107","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.compag.2025.110307","doi":"https://doi.org/10.1016/j.compag.2025.110307","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compag.2025.110307","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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":"Computers and Electronics in Agriculture","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3268002394","display_name":"Giving Beekeeping Guidance by cOmputatiOnal-assisted Decision making","funder_award_id":"817622","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4301016969","display_name":null,"funder_award_id":"817622","funder_id":"https://openalex.org/F4320338450","funder_display_name":"HORIZON EUROPE European Institute of Innovation and Technology"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320311701","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90"},{"id":"https://openalex.org/F4320319941","display_name":"Trent University","ror":"https://ror.org/03ygmq230"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338450","display_name":"HORIZON EUROPE European Institute of Innovation and Technology","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1970192773","https://openalex.org/W1971650007","https://openalex.org/W2025958126","https://openalex.org/W2038466554","https://openalex.org/W2049579497","https://openalex.org/W2067688114","https://openalex.org/W2317987285","https://openalex.org/W2323612113","https://openalex.org/W2421790045","https://openalex.org/W2520846684","https://openalex.org/W2608646037","https://openalex.org/W2616526587","https://openalex.org/W2767040599","https://openalex.org/W2802310536","https://openalex.org/W2810769320","https://openalex.org/W2892980774","https://openalex.org/W2901422468","https://openalex.org/W2908626772","https://openalex.org/W2969862876","https://openalex.org/W2994970031","https://openalex.org/W2995173827","https://openalex.org/W3003656495","https://openalex.org/W3011853555","https://openalex.org/W3034288787","https://openalex.org/W3046080919","https://openalex.org/W3093236751","https://openalex.org/W3094863882","https://openalex.org/W3120768887","https://openalex.org/W3167516728","https://openalex.org/W3169451953","https://openalex.org/W4224109539","https://openalex.org/W4243686713","https://openalex.org/W4281714791","https://openalex.org/W4286267903","https://openalex.org/W4310082066","https://openalex.org/W4312794618","https://openalex.org/W4313567706","https://openalex.org/W4313886654","https://openalex.org/W4313901400","https://openalex.org/W4367850987","https://openalex.org/W4381800616","https://openalex.org/W4385955104","https://openalex.org/W7033565442"],"related_works":["https://openalex.org/W4310082066","https://openalex.org/W2908626772","https://openalex.org/W7203619908","https://openalex.org/W2958133708","https://openalex.org/W7112003244","https://openalex.org/W4391028539","https://openalex.org/W4381741730","https://openalex.org/W4389077401","https://openalex.org/W4313551047","https://openalex.org/W2810769320"],"abstract_inverted_index":{"\u2022":[0,13,25,32],"Honeybees":[1],"and":[2,11,18,82,97,177,186,193,267,284],"hornets":[3,36,46],"are":[4,52,94,256,285],"monitored":[5],"at":[6,72,108,163,213],"hives,":[7],"using":[8,151],"a":[9,104,145,171],"camcorder":[10],"microphone.":[12],"Their":[14],"flight":[15,121,154,185,191],"sounds":[16,192],"differ":[17],"can":[19,160],"be":[20,75,161,289],"discriminated":[21],"with":[22,170],"machine":[23],"learning.":[24],"Two-dimensional-Fourier-transform":[26],"analysis":[27,176,244],"promotes":[28],"the":[29,167,209,243,282],"discrimination":[30,43],"success.":[31,44,299],"The":[33,117,216,264],"hovering":[34,153,201,261],"of":[35,120,137,148,211,232,260],"during":[37],"predation":[38],"is":[39,103,246],"key":[40],"to":[41,84,288,295],"acoustic":[42],"Asian":[45],"(":[47],"Vespa":[48],"velutina":[49],"nigrithorax":[50],")":[51],"an":[53,164,214,257],"invasive":[54,78],"species":[55,79],"that":[56,159,181,199,207],"have":[57,130,274],"spread":[58],"across":[59],"Europe":[60],"since":[61],"2004.":[62],"As":[63],"V.velutina":[64,149],"largely":[65],"predate":[66],"on":[67,291],"honeybees,":[68],"assessing":[69],"their":[70,87,152,298],"presence":[71],"apiaries":[73],"would":[74,111],"useful":[76],"for":[77,248,278],"control":[80],"programmes":[81],"beekeepers":[83],"help":[85],"protect":[86],"hives.":[88],"At":[89],"present,":[90],"hornet":[91,125,184,200,262,279],"monitoring":[92],"techniques":[93],"both":[95],"costly":[96],"time":[98],"consuming.":[99],"A":[100],"promising":[101],"alternative":[102],"remote":[105,118],"detection":[106,126,150,210,280],"strategy":[107],"apiaries,":[109],"which":[110,255],"promote":[112,208],"straightforward,":[113],"non-invasive":[114,146],"data":[115,294],"acquisition.":[116],"capture":[119],"acoustics":[122,202],"should":[123],"benefit":[124],"as":[127,134,242],"wingbeat":[128],"frequencies":[129],"previously":[131],"been":[132],"described":[133],"\u2018the":[135],"fingerprint\u2019":[136],"some":[138],"flying":[139],"invertebrate":[140],"species.":[141],"We":[142],"here":[143],"demonstrate":[144,198],"method":[147],"sounds,":[155],"captured":[156],"by":[157],"microphones":[158],"left":[162],"apiary":[165,233],"over":[166],"long-term.":[168],"Paired":[169],"training":[172,217,268],"algorithm":[173,218,269],"(principal":[174],"component":[175],"discriminant":[178],"function":[179],"analysis)":[180],"discriminates":[182],"between":[183],"other":[187],"external":[188],"noises":[189],"(honeybee":[190],"general":[194],"background":[195],"noise),":[196],"we":[197],"exhibit":[203],"specific":[204],"spectral":[205],"features":[206,251],"individuals":[212],"apiary.":[215],"in":[219,252,271,281],"our":[220],"study":[221,273],"was":[222],"highly":[223],"accurate":[224],"(98.7":[225],"%)":[226],"when":[227],"testing":[228],"just":[229],"under":[230],"1-hour":[231],"recordings.":[234],"Utilising":[235],"two-dimensional-Fourier-transforms":[236],"has":[237],"also":[238],"benefited":[239],"this":[240,272],"algorithm,":[241],"technique":[245],"ideal":[247],"identifying":[249],"repeating":[250],"sound/vibrational":[253],"data,":[254],"inherent":[258],"consequence":[259],"sounds.":[263],"experimental":[265],"design":[266],"used":[270],"demonstrated":[275],"excellent":[276],"potential":[277],"field,":[283],"now":[286],"ready":[287],"tested":[290],"long-term,":[292],"continuous":[293],"further":[296],"assess":[297]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2025-03-31T00:00:00"}
