{"id":"https://openalex.org/W4394042357","doi":"https://doi.org/10.5281/zenodo.8371700","title":"MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees","display_name":"MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees","publication_year":2023,"publication_date":"2023-11-01","ids":{"openalex":"https://openalex.org/W4394042357","doi":"https://doi.org/10.5281/zenodo.8371700"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:8371700","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2311.10876","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/other"},"type":"dataset","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.10876","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062474168","display_name":"Yi Zhu","orcid":"https://orcid.org/0000-0001-7413-5205"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210089144","display_name":"Centre National pour la Recherche Scientifique et Technique (CNRST)","ror":"https://ror.org/00675rp98","country_code":"MA","type":"government","lineage":["https://openalex.org/I4210089144"]}],"countries":["CA","MA"],"is_corresponding":true,"raw_author_name":"Zhu, Yi","raw_affiliation_strings":["Institut National de la Recherche Scientifique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut National de la Recherche Scientifique","institution_ids":["https://openalex.org/I4210089144","https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091780906","display_name":"Mahsa Abdollahi","orcid":"https://orcid.org/0000-0003-2421-0101"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210089144","display_name":"Centre National pour la Recherche Scientifique et Technique (CNRST)","ror":"https://ror.org/00675rp98","country_code":"MA","type":"government","lineage":["https://openalex.org/I4210089144"]}],"countries":["CA","MA"],"is_corresponding":false,"raw_author_name":"Abdollahi, Mahsa","raw_affiliation_strings":["Institut National de la Recherche Scientifique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut National de la Recherche Scientifique","institution_ids":["https://openalex.org/I4210089144","https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020707832","display_name":"S\u00e9gol\u00e8ne Maucourt","orcid":"https://orcid.org/0000-0003-4460-0131"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Maucourt, S\u00e9gol\u00e8ne","raw_affiliation_strings":["Universit\u00e9 Laval"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Laval","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072074678","display_name":"Nico Coallier","orcid":"https://orcid.org/0009-0005-1798-4661"},"institutions":[{"id":"https://openalex.org/I4210161085","display_name":"NEC Technologies (United Kingdom)","ror":"https://ror.org/0587waj50","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210161085"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Coallier, Nico","raw_affiliation_strings":["Nectar Technologies Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nectar Technologies Inc","institution_ids":["https://openalex.org/I4210161085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059048857","display_name":"Heitor R. Guimar\u00e3es","orcid":"https://orcid.org/0000-0001-9929-9871"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210089144","display_name":"Centre National pour la Recherche Scientifique et Technique (CNRST)","ror":"https://ror.org/00675rp98","country_code":"MA","type":"government","lineage":["https://openalex.org/I4210089144"]}],"countries":["CA","MA"],"is_corresponding":false,"raw_author_name":"Guimar\u00e3es, Heitor","raw_affiliation_strings":["Institut National de la Recherche Scientifique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut National de la Recherche Scientifique","institution_ids":["https://openalex.org/I4210089144","https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075402098","display_name":"Pierre Giovenazzo","orcid":"https://orcid.org/0000-0002-8080-4935"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Giovenazzo, Pierre","raw_affiliation_strings":["Universit\u00e9 Laval"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Laval","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065418889","display_name":"Tiago H. Falk","orcid":"https://orcid.org/0000-0002-5739-2514"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210089144","display_name":"Centre National pour la Recherche Scientifique et Technique (CNRST)","ror":"https://ror.org/00675rp98","country_code":"MA","type":"government","lineage":["https://openalex.org/I4210089144"]}],"countries":["CA","MA"],"is_corresponding":false,"raw_author_name":"Falk, Tiago","raw_affiliation_strings":["Institut National de la Recherche Scientifique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut National de la Recherche Scientifique","institution_ids":["https://openalex.org/I4210089144","https://openalex.org/I39481719"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5062474168"],"corresponding_institution_ids":["https://openalex.org/I39481719","https://openalex.org/I4210089144"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.9997000098228455,"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/T11641","display_name":"Insect and Pesticide Research","score":0.9986000061035156,"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/T10487","display_name":"Plant and animal studies","score":0.9876000285148621,"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/trait","display_name":"Trait","score":0.7673375606536865},{"id":"https://openalex.org/keywords/honey-bees","display_name":"Honey Bees","score":0.5610482692718506},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.5494776964187622},{"id":"https://openalex.org/keywords/honey-bee","display_name":"Honey bee","score":0.4671247601509094},{"id":"https://openalex.org/keywords/phenotype","display_name":"Phenotype","score":0.44139012694358826},{"id":"https://openalex.org/keywords/zoology","display_name":"Zoology","score":0.3671659231185913},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.33805686235427856},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.26594841480255127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.16460183262825012},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15398463606834412},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15210023522377014},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.10838598012924194}],"concepts":[{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.7673375606536865},{"id":"https://openalex.org/C2777096740","wikidata":"https://www.wikidata.org/wiki/Q102857","display_name":"Honey Bees","level":2,"score":0.5610482692718506},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5494776964187622},{"id":"https://openalex.org/C2777907900","wikidata":"https://www.wikidata.org/wiki/Q102857","display_name":"Honey bee","level":2,"score":0.4671247601509094},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.44139012694358826},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.3671659231185913},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.33805686235427856},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.26594841480255127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.16460183262825012},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15398463606834412},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15210023522377014},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.10838598012924194},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:zenodo.org:8371700","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2311.10876","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:8371700","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2311.10876","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4297578023","https://openalex.org/W2566712565","https://openalex.org/W1549932747","https://openalex.org/W2477513104","https://openalex.org/W2075188761","https://openalex.org/W313179797","https://openalex.org/W1987199772","https://openalex.org/W2998325006","https://openalex.org/W2414468175","https://openalex.org/W2034469930"],"abstract_inverted_index":{"&lt;p&gt;We":[0],"present":[1],"a":[2,77,91,160],"longitudinal":[3,161],"&lt;strong&gt;M&lt;/strong&gt;ulti-&lt;strong&gt;S&lt;/strong&gt;ensor":[4],"dataset":[5,163],"with":[6,164],"&lt;strong&gt;P&lt;/strong&gt;henotypic":[7],"trait":[8,82,166],"measurements":[9,44,83,167],"from":[10,22,168],"honey":[11,64,97,169],"&lt;strong&gt;B&lt;/strong&gt;ees":[12],"(MSPB).":[13],"Data":[14],"were":[15],"continuously":[16],"collected":[17],"between":[18],"May-2020":[19],"and":[20,39,54,61,66,130,146,175,178,181,184,188,191],"April-2021":[21],"53":[23],"hives":[24],"located":[25],"at":[26,206],"two":[27],"apiaries":[28],"in":[29,136],"Qu\u00e9bec,":[30],"Canada.":[31],"The":[32,42],"sensor":[33],"data":[34,122,128],"included":[35],"audio":[36],"features,":[37],"temperature,":[38],"relative":[40],"humidity.":[41],"phenotypic":[43,81,165],"contained":[45],"beehive":[46],"population,":[47],"number":[48],"of":[49,80,94,118],"brood":[50],"cells":[51],"(eggs,":[52],"larva":[53],"pupa),":[55],"&lt;i&gt;Varroa&lt;/i&gt;":[56],"destructor":[57],"infestation":[58],"levels,":[59],"defensive":[60],"hygienic":[62],"behaviors,":[63],"yield,":[65],"winter":[67],"mortality.":[68],"Our":[69],"study":[70],"is":[71],"amongst":[72],"the":[73,141,155,214],"first":[74],"to":[75],"provide":[76],"wide":[78],"variety":[79],"annotated":[84],"by":[85],"apicultural":[86],"science":[87],"experts,":[88],"which":[89],"facilitate":[90],"broader":[92],"scope":[93],"analysis":[95,117],"on":[96],"bees,":[98,119],"such":[99],"as":[100],"bee":[101],"acoustics":[102],"analysis,":[103,129],"multi-modal":[104],"hive":[105,113],"monitoring,":[106],"queen":[107],"presence":[108],"detection,":[109,112],"&lt;i&gt;Varroa":[110],"&lt;/i&gt;infection":[111],"population":[114],"estimation,":[115],"biological":[116],"etc.&lt;/p&gt;&lt;h3&gt;Related":[120],"Info&lt;/h3&gt;&lt;p&gt;The":[121],"collection":[123],"process,":[124],"feature":[125],"pre-processing,":[126],"preliminary":[127],"usage":[131],"notes":[132],"can":[133,203],"be":[134],"found":[135],"our":[137],"paper":[138],"&lt;a":[139],"href=\"https://arxiv.org/abs/2311.10876\"&gt;https://arxiv.org/abs/2311.10876&lt;/a&gt;&lt;/p&gt;&lt;p&gt;Check":[140],"project":[142],"webpage":[143],"(&lt;a":[144,149],"href=\"https://zhu00121.github.io/MSPB-webpage/\"&gt;https://zhu00121.github.io/MSPB-webpage/&lt;/a&gt;)":[145],"Github":[147],"repo":[148],"href=\"https://github.com/MuSAELab/MSPB\"&gt;https://github.com/MuSAELab/MSPB&lt;/a&gt;)":[150],"for":[151],"more":[152],"information.&lt;/p&gt;&lt;h3&gt;Citation&lt;/h3&gt;&lt;p&gt;Kindly":[153],"cite":[154],"following":[156],"paper:&lt;/p&gt;&lt;p&gt;@misc{zhu2023mspb,&lt;/p&gt;&lt;p&gt;&nbsp;":[157],"&nbsp;":[158,172,195,197,199,201],"&nbsp;title={MSPB:":[159],"multi-sensor":[162],"bees},":[170],"&nbsp;&lt;/p&gt;&lt;p&gt;&nbsp;":[171],"&nbsp;author={Yi":[173],"Zhu":[174],"Mahsa":[176],"Abdollahi":[177],"S\u00e9gol\u00e8ne":[179],"Maucourt":[180],"Nico":[182],"Coallier":[183],"Heitor":[185],"R.":[186],"Guimar\u00e3es":[187],"Pierre":[189],"Giovenazzo":[190],"Tiago":[192],"H.":[193],"Falk},&lt;/p&gt;&lt;p&gt;&nbsp;":[194],"&nbsp;year={2023},&lt;/p&gt;&lt;p&gt;&nbsp;":[196],"&nbsp;eprint={2311.10876},&lt;/p&gt;&lt;p&gt;&nbsp;":[198],"&nbsp;archivePrefix={arXiv},&lt;/p&gt;&lt;p&gt;&nbsp;":[200],"&nbsp;primaryClass={eess.AS}&lt;/p&gt;&lt;p&gt;}&lt;/p&gt;&lt;h3&gt;Contact&lt;/h3&gt;&lt;p&gt;You":[202],"contact":[204],"us":[205],"Yi.Zhu@inrs.ca,":[207],"if":[208],"you":[209],"encounter":[210],"any":[211],"questions":[212],"accessing":[213],"data.&lt;/p&gt;":[215]},"counts_by_year":[],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}
