{"id":"https://openalex.org/W3215748458","doi":"https://doi.org/10.3390/s21237929","title":"Research on Lightweight Citrus Flowering Rate Statistical Model Combined with Anchor Frame Clustering Optimization","display_name":"Research on Lightweight Citrus Flowering Rate Statistical Model Combined with Anchor Frame Clustering Optimization","publication_year":2021,"publication_date":"2021-11-27","ids":{"openalex":"https://openalex.org/W3215748458","doi":"https://doi.org/10.3390/s21237929","mag":"3215748458","pmid":"https://pubmed.ncbi.nlm.nih.gov/34883932"},"language":"en","primary_location":{"id":"doi:10.3390/s21237929","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21237929","pdf_url":"https://www.mdpi.com/1424-8220/21/23/7929/pdf?version=1638453088","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/23/7929/pdf?version=1638453088","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019153038","display_name":"Jianqiang Lu","orcid":"https://orcid.org/0000-0002-6417-4646"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]},{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqiang Lu","raw_affiliation_strings":["Lingnan Modern Agriculture Guangdong Laboratory, Guangzhou 510642, China","National International Joint Research Center of Precision Agriculture Aviation Application Technology, Guangzhou 510642, China","School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China"],"affiliations":[{"raw_affiliation_string":"Lingnan Modern Agriculture Guangdong Laboratory, Guangzhou 510642, China","institution_ids":["https://openalex.org/I4210098034"]},{"raw_affiliation_string":"National International Joint Research Center of Precision Agriculture Aviation Application Technology, Guangzhou 510642, China","institution_ids":[]},{"raw_affiliation_string":"School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050472220","display_name":"Weize Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weize Lin","raw_affiliation_strings":["School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China"],"affiliations":[{"raw_affiliation_string":"School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050202197","display_name":"Pingfu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingfu Chen","raw_affiliation_strings":["School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China"],"affiliations":[{"raw_affiliation_string":"School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101666108","display_name":"Yubin Lan","orcid":"https://orcid.org/0000-0001-6664-5571"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]},{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yubin Lan","raw_affiliation_strings":["Lingnan Modern Agriculture Guangdong Laboratory, Guangzhou 510642, China","National International Joint Research Center of Precision Agriculture Aviation Application Technology, Guangzhou 510642, China","School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China"],"affiliations":[{"raw_affiliation_string":"Lingnan Modern Agriculture Guangdong Laboratory, Guangzhou 510642, China","institution_ids":["https://openalex.org/I4210098034"]},{"raw_affiliation_string":"National International Joint Research Center of Precision Agriculture Aviation Application Technology, Guangzhou 510642, China","institution_ids":[]},{"raw_affiliation_string":"School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053583417","display_name":"Xiaoling Deng","orcid":"https://orcid.org/0000-0001-5588-3443"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]},{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoling Deng","raw_affiliation_strings":["Lingnan Modern Agriculture Guangdong Laboratory, Guangzhou 510642, China","National International Joint Research Center of Precision Agriculture Aviation Application Technology, Guangzhou 510642, China","School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China"],"affiliations":[{"raw_affiliation_string":"Lingnan Modern Agriculture Guangdong Laboratory, Guangzhou 510642, China","institution_ids":["https://openalex.org/I4210098034"]},{"raw_affiliation_string":"National International Joint Research Center of Precision Agriculture Aviation Application Technology, Guangzhou 510642, China","institution_ids":[]},{"raw_affiliation_string":"School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100513558","display_name":"Hongyu Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Niu","raw_affiliation_strings":["School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China"],"affiliations":[{"raw_affiliation_string":"School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103259517","display_name":"Jiawei Mo","orcid":"https://orcid.org/0000-0003-2123-8301"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Mo","raw_affiliation_strings":["School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China"],"affiliations":[{"raw_affiliation_string":"School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636531","display_name":"Jiaxing Li","orcid":"https://orcid.org/0000-0002-1400-3355"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxing Li","raw_affiliation_strings":["School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China"],"affiliations":[{"raw_affiliation_string":"School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023112743","display_name":"Shengfu Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengfu Luo","raw_affiliation_strings":["School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China"],"affiliations":[{"raw_affiliation_string":"School College of Electronic Engineering and School College of Artificial Intelligence, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5053583417"],"corresponding_institution_ids":["https://openalex.org/I101479585","https://openalex.org/I4210098034"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.6642,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78268399,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"21","issue":"23","first_page":"7929","last_page":"7929"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9143999814987183,"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/computer-science","display_name":"Computer science","score":0.6629313826560974},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.6038143634796143},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5987606644630432},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5518593788146973},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5328296422958374},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5048375725746155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4923757314682007},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46607351303100586},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4287651777267456},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4112928509712219},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13256344199180603},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12150514125823975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6629313826560974},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.6038143634796143},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5987606644630432},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5518593788146973},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5328296422958374},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5048375725746155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4923757314682007},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46607351303100586},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4287651777267456},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4112928509712219},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13256344199180603},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12150514125823975},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002957","descriptor_name":"Citrus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002957","descriptor_name":"Citrus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002957","descriptor_name":"Citrus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21237929","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21237929","pdf_url":"https://www.mdpi.com/1424-8220/21/23/7929/pdf?version=1638453088","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:34883932","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34883932","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:5210d0deff2b4afb99c756ace1a4562b","is_oa":true,"landing_page_url":"https://doaj.org/article/5210d0deff2b4afb99c756ace1a4562b","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":"Sensors, Vol 21, Iss 23, p 7929 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/23/7929/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21237929","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":"Sensors; Volume 21; Issue 23; Pages: 7929","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8659452","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8659452","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21237929","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21237929","pdf_url":"https://www.mdpi.com/1424-8220/21/23/7929/pdf?version=1638453088","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3215748458.pdf","grobid_xml":"https://content.openalex.org/works/W3215748458.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W2102605133","https://openalex.org/W2115403315","https://openalex.org/W2127218421","https://openalex.org/W2565950292","https://openalex.org/W2570343428","https://openalex.org/W2749391750","https://openalex.org/W2883780447","https://openalex.org/W2946948417","https://openalex.org/W2954451542","https://openalex.org/W2963037989","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2982083293","https://openalex.org/W2987178723","https://openalex.org/W2990792015","https://openalex.org/W2998183051","https://openalex.org/W3003732786","https://openalex.org/W3035414587","https://openalex.org/W3046188730","https://openalex.org/W3128406918","https://openalex.org/W3135939397","https://openalex.org/W3157895500","https://openalex.org/W3169639044","https://openalex.org/W3177265267","https://openalex.org/W3203920254","https://openalex.org/W3207896037","https://openalex.org/W3212296358"],"related_works":["https://openalex.org/W1979583797","https://openalex.org/W3082848404","https://openalex.org/W2016864125","https://openalex.org/W2372254676","https://openalex.org/W2793679056","https://openalex.org/W3145050838","https://openalex.org/W2080135837","https://openalex.org/W4283332091","https://openalex.org/W2393154870","https://openalex.org/W2080069147"],"abstract_inverted_index":{"At":[0],"present,":[1],"learning-based":[2],"citrus":[3,25,36,76,113,155],"blossom":[4],"recognition":[5,38],"models":[6],"based":[7,40],"on":[8,41],"deep":[9,60],"learning":[10],"are":[11],"highly":[12],"complicated":[13],"and":[14,101,129],"have":[15],"a":[16,34,55,138,148],"large":[17],"number":[18],"of":[19,93,99,125,136,154],"parameters.":[20],"In":[21,44],"order":[22,45],"to":[23,46,74],"estimate":[24],"flower":[26,37,114],"quantities":[27],"in":[28,77,119],"natural":[29],"orchards,":[30],"this":[31,120],"study":[32,121],"proposes":[33],"lightweight":[35],"model":[39,89,117],"improved":[42,88,112],"YOLOv4.":[43],"compress":[47],"the":[48,87,108,111,123,134,151],"backbone":[49],"network,":[50],"we":[51],"utilize":[52],"MobileNetv3":[53],"as":[54,147],"feature":[56],"extractor,":[57],"combined":[58],"with":[59,107],"separable":[61],"convolution":[62],"for":[63,79,150],"further":[64],"acceleration.":[65],"The":[66,82],"Cutout":[67],"data":[68,80],"enhancement":[69],"method":[70],"is":[71],"also":[72],"introduced":[73],"simulate":[75],"nature":[78],"enhancement.":[81],"test":[83],"results":[84],"show":[85],"that":[86,98],"has":[90,122],"an":[91],"mAP":[92],"84.84%,":[94],"22%":[95],"smaller":[96],"than":[97],"YOLOv4,":[100],"approximately":[102],"two":[103],"times":[104],"faster.":[105],"Compared":[106],"Faster":[109],"R-CNN,":[110],"rate":[115],"statistical":[116],"proposed":[118],"advantages":[124],"less":[126],"memory":[127],"usage":[128],"fast":[130],"detection":[131,153],"speed":[132],"under":[133],"premise":[135],"ensuring":[137],"certain":[139],"accuracy.":[140],"Therefore,":[141],"our":[142],"solution":[143],"can":[144],"be":[145],"used":[146],"reference":[149],"edge":[152],"flowering.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}