{"id":"https://openalex.org/W4367291428","doi":"https://doi.org/10.24831/ija.v51i1.44111","title":"Rice variety identification system based on drone images to support seed certification process","display_name":"Rice variety identification system based on drone images to support seed certification process","publication_year":2023,"publication_date":"2023-04-27","ids":{"openalex":"https://openalex.org/W4367291428","doi":"https://doi.org/10.24831/ija.v51i1.44111"},"language":"en","primary_location":{"id":"doi:10.24831/ija.v51i1.44111","doi":"https://doi.org/10.24831/ija.v51i1.44111","is_oa":true,"landing_page_url":"http://dx.doi.org/10.24831/ija.v51i1.44111","pdf_url":"https://journal.ipb.ac.id/index.php/jurnalagronomi/article/download/44111/25505","source":{"id":"https://openalex.org/S4210237893","display_name":"Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy)","issn_l":"2085-2916","issn":["2085-2916","2337-3652"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314920","host_organization_name":"Bogor Institute of Agriculture","host_organization_lineage":["https://openalex.org/P4310314920"],"host_organization_lineage_names":["Bogor Institute of Agriculture"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indonesian Journal of Agronomy","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journal.ipb.ac.id/index.php/jurnalagronomi/article/download/44111/25505","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030948121","display_name":"Ardo Ardiyansah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I21881038","display_name":"IPB University","ror":"https://ror.org/05smgpd89","country_code":"ID","type":"education","lineage":["https://openalex.org/I21881038"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ardo Ardiyansah","raw_affiliation_strings":["Bachelor Student, Department of Agronomy and Horticulture, Faculty of Agriculture, IPB University, Jl. Meranti, Kampus IPB Darmaga, Bogor 16680, INDONESIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bachelor Student, Department of Agronomy and Horticulture, Faculty of Agriculture, IPB University, Jl. Meranti, Kampus IPB Darmaga, Bogor 16680, INDONESIA","institution_ids":["https://openalex.org/I21881038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111312378","display_name":"Ahmad Zamzami","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I21881038","display_name":"IPB University","ror":"https://ror.org/05smgpd89","country_code":"ID","type":"education","lineage":["https://openalex.org/I21881038"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ahmad Zamzami","raw_affiliation_strings":["Departement of Agronomy and Horticulture, Faculty of Agriculture, IPB University,  Jl. Meranti, Kampus IPB Darmaga, Bogor 16680, INDONESIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departement of Agronomy and Horticulture, Faculty of Agriculture, IPB University,  Jl. Meranti, Kampus IPB Darmaga, Bogor 16680, INDONESIA","institution_ids":["https://openalex.org/I21881038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045401587","display_name":"Wulandari Wulandari","orcid":"https://orcid.org/0000-0002-2173-8990","observed_orcids":["https://orcid.org/0000-0002-2173-8990"]},"institutions":[{"id":"https://openalex.org/I21881038","display_name":"IPB University","ror":"https://ror.org/05smgpd89","country_code":"ID","type":"education","lineage":["https://openalex.org/I21881038"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Wulandari","raw_affiliation_strings":["Departement of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Jl. Meranti, Kampus IPB Darmaga, Bogor 16680, INDONESIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departement of Computer Science, Faculty of Mathematics and Natural Sciences, IPB University, Jl. Meranti, Kampus IPB Darmaga, Bogor 16680, INDONESIA","institution_ids":["https://openalex.org/I21881038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21881038"],"apc_list":{"value":1000000,"currency":"IDR","value_usd":65},"apc_paid":{"value":1000000,"currency":"IDR","value_usd":65},"fwci":0.4155,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5464648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"51","issue":"1","first_page":"79","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9746000170707703,"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":0.9746000170707703,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.02290000021457672,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12045","display_name":"Rice Cultivation and Yield Improvement","score":0.0005000000237487257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rice-variety-identification","display_name":"rice variety identification","score":0.9959999918937683},{"id":"https://openalex.org/keywords/uav-imagery","display_name":"UAV imagery","score":0.8899999856948853},{"id":"https://openalex.org/keywords/seed-certification","display_name":"seed certification","score":0.8180000185966492},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9049999713897705},{"id":"https://openalex.org/keywords/inpari-32","display_name":"Inpari 32","score":0.9990000128746033},{"id":"https://openalex.org/keywords/agronomic-traits","display_name":"agronomic traits","score":0.8199999928474426},{"id":"https://openalex.org/keywords/unmanned-aerial-vehicles","display_name":"unmanned aerial vehicles","score":0.7360000014305115},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.32899999618530273}],"concepts":[{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.816189706325531},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.792870283126831},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.744139552116394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6104770302772522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5795465707778931},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5733877420425415},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5277609825134277},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.48191192746162415},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.4654800295829773},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44786280393600464},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4444025158882141},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.43669193983078003},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.37169349193573},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35840702056884766},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33311668038368225},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26230984926223755},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22396311163902283},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1957293152809143},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.08563008904457092},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24831/ija.v51i1.44111","doi":"https://doi.org/10.24831/ija.v51i1.44111","is_oa":true,"landing_page_url":"http://dx.doi.org/10.24831/ija.v51i1.44111","pdf_url":"https://journal.ipb.ac.id/index.php/jurnalagronomi/article/download/44111/25505","source":{"id":"https://openalex.org/S4210237893","display_name":"Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy)","issn_l":"2085-2916","issn":["2085-2916","2337-3652"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314920","host_organization_name":"Bogor Institute of Agriculture","host_organization_lineage":["https://openalex.org/P4310314920"],"host_organization_lineage_names":["Bogor Institute of Agriculture"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indonesian Journal of Agronomy","raw_type":"journal-article"},{"id":"pmh:oai:ojs.journal.ipb.ac.id:article/44111","doi":null,"is_oa":true,"landing_page_url":"https://journal.ipb.ac.id/jurnalagronomi/article/view/44111","pdf_url":null,"source":{"id":"https://openalex.org/S4210237893","display_name":"Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy)","issn_l":"2085-2916","issn":["2085-2916","2337-3652"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314920","host_organization_name":"Bogor Institute of Agriculture","host_organization_lineage":["https://openalex.org/P4310314920"],"host_organization_lineage_names":["Bogor Institute of Agriculture"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2085-2916","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.24831/ija.v51i1.44111","doi":"https://doi.org/10.24831/ija.v51i1.44111","is_oa":true,"landing_page_url":"http://dx.doi.org/10.24831/ija.v51i1.44111","pdf_url":"https://journal.ipb.ac.id/index.php/jurnalagronomi/article/download/44111/25505","source":{"id":"https://openalex.org/S4210237893","display_name":"Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy)","issn_l":"2085-2916","issn":["2085-2916","2337-3652"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310314920","host_organization_name":"Bogor Institute of Agriculture","host_organization_lineage":["https://openalex.org/P4310314920"],"host_organization_lineage_names":["Bogor Institute of Agriculture"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indonesian Journal of Agronomy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367291428.pdf","grobid_xml":"https://content.openalex.org/works/W4367291428.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2101234009","https://openalex.org/W2514173981","https://openalex.org/W2758885989","https://openalex.org/W2809254203","https://openalex.org/W2995061562","https://openalex.org/W3202250161","https://openalex.org/W4205799938","https://openalex.org/W4206194147","https://openalex.org/W4282918498","https://openalex.org/W4289816788","https://openalex.org/W4294325784"],"related_works":["https://openalex.org/W4364304486","https://openalex.org/W4392301822","https://openalex.org/W2006228697","https://openalex.org/W2366569379","https://openalex.org/W4205497210","https://openalex.org/W7118134261","https://openalex.org/W4411443589","https://openalex.org/W4312417185","https://openalex.org/W4390550979","https://openalex.org/W4411274661"],"abstract_inverted_index":{"Utilization":[0],"of":[1,10,18,58,78,129,163,173,185],"technology":[2],"can":[3],"be":[4],"a":[5,32,85,117],"solution":[6],"in":[7,66],"the":[8,16,40,79,121,130,145,161],"process":[9,42,184],"supervising":[11],"certified":[12],"seeds,":[13],"especially":[14],"at":[15],"stage":[17],"field":[19,182],"inspection,":[20],"which":[21],"is":[22,179],"faster":[23],"and":[24,61,87,89,105,138,166],"more":[25],"efficient.":[26],"This":[27,151],"study":[28,152],"aimed":[29],"to":[30,38,175],"develop":[31],"drone":[33,86],"image-based":[34],"rice":[35,56],"variety":[36,111],"system":[37,113],"support":[39],"inspection":[41,183],"for":[43,72,181],"seed":[44,186,194],"certification.":[45,187],"The":[46,55,76,91,110,127],"research":[47],"was":[48,95,114,132],"conducted":[49],"from":[50],"March":[51],"\u2013":[52],"July":[53],"2022.":[54],"plants":[57],"IPB":[59,164],"3S":[60,165],"Inpari":[62,167],"32":[63,168],"varieties":[64,81,147,162],"located":[65],"Karawang,":[67],"West":[68],"Java":[69],"were":[70,82,149],"observed":[71,133],"their":[73],"agronomic":[74,141],"characteristics.":[75],"images":[77],"two":[80,146],"taken":[83],"using":[84,116],"augmented":[88],"cropped.":[90],"overall":[92],"image":[93,192],"obtained":[94],"80%":[96],"used":[97,148],"as":[98,102,107],"training":[99],"data,":[100],"20%":[101],"data":[103],"validation,":[104],"10%":[106],"test":[108],"data.":[109],"identification":[112],"built":[115],"model":[118,131],"by":[119],"applying":[120],"convolutional":[122],"neural":[123],"network":[124],"(CNN)":[125],"algorithm.":[126],"performance":[128],"through":[134],"accuracy,":[135],"precision,":[136],"recall,":[137],"F1-Score.":[139],"All":[140],"characters":[142],"justified":[143],"that":[144,157],"different.":[150],"produced":[153],"three":[154],"CNN":[155],"models":[156],"could":[158],"accurately":[159],"identify":[160],"with":[169],"an":[170],"accuracy":[171],"rate":[172],"99.52%":[174],"100%.":[176],"Drone":[177],"imaging":[178],"prospective":[180],"Keywords:":[188],"CNN,":[189],"deep":[190],"learning,":[191],"processing,":[193],"production,":[195],"unmanned":[196],"aerial":[197],"vehicle":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-04-29T00:00:00"}