{"id":"https://openalex.org/W4403936830","doi":"https://doi.org/10.1109/access.2024.3488730","title":"Enhanced Potato Pest Identification: A Deep Learning Approach for Identifying Potato Pests","display_name":"Enhanced Potato Pest Identification: A Deep Learning Approach for Identifying Potato Pests","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403936830","doi":"https://doi.org/10.1109/access.2024.3488730"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3488730","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3488730","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3488730","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114472719","display_name":"Amir Sohel","orcid":"https://orcid.org/0009-0006-3493-0929"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Amir Sohel","raw_affiliation_strings":["Computer Science and Engineering Department, Multidisciplinary Action Research Laboratory, Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0006-3493-0929","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Multidisciplinary Action Research Laboratory, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062018176","display_name":"Shahriar Shakil","orcid":"https://orcid.org/0000-0002-8483-2204"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Shahriar Shakil","raw_affiliation_strings":["Computer Science and Engineering Department, Multidisciplinary Action Research Laboratory, Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-8483-2204","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Multidisciplinary Action Research Laboratory, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036295048","display_name":"Shah Md Tanvir Siddiquee","orcid":"https://orcid.org/0009-0005-0598-9983"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shah Md. Tanvir Siddiquee","raw_affiliation_strings":["Computer Science and Engineering Department, Multidisciplinary Action Research Laboratory, Daffodil International University, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0005-0598-9983","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Multidisciplinary Action Research Laboratory, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033188506","display_name":"Ahmed Al Marouf","orcid":"https://orcid.org/0000-0001-6520-0749"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmed Al Marouf","raw_affiliation_strings":["Department of Computer Science, University of Calgary, Calgary, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6520-0749","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020310155","display_name":"Jon Rokne","orcid":"https://orcid.org/0000-0002-3439-2917"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jon G. Rokne","raw_affiliation_strings":["Department of Computer Science, University of Calgary, Calgary, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3439-2917","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066265052","display_name":"Reda Alhajj","orcid":"https://orcid.org/0000-0001-6657-9738"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Reda Alhajj","raw_affiliation_strings":["Department of Computer Science, University of Calgary, Calgary, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6657-9738","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114472719"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":11.01,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.98386413,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"172149","last_page":"172161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.996399998664856,"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":0.996399998664856,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12894","display_name":"Date Palm Research Studies","score":0.9829000234603882,"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/identification","display_name":"Identification (biology)","score":0.6681883335113525},{"id":"https://openalex.org/keywords/pest-analysis","display_name":"PEST analysis","score":0.6333564519882202},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49933385848999023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.342072993516922},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.33789896965026855},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17014962434768677},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09226939082145691},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.07911339402198792}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6681883335113525},{"id":"https://openalex.org/C22508944","wikidata":"https://www.wikidata.org/wiki/Q568174","display_name":"PEST analysis","level":2,"score":0.6333564519882202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49933385848999023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.342072993516922},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.33789896965026855},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17014962434768677},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09226939082145691},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.07911339402198792}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2024.3488730","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3488730","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/ce59e3e3-987b-4670-878d-59d1bfd9488b","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/ce59e3e3-987b-4670-878d-59d1bfd9488b","pdf_url":null,"source":{"id":"https://openalex.org/S4306400424","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sohel, A, Shakil, M S, Siddiquee, S M T, Marouf, A A, Rokne, J G & Alhajj, R 2024, 'Enhanced Potato Pest Identification : A Deep learning approach for identifying potato pests', IEEE Access, vol. 12, pp. 172149-172161. https://doi.org/10.1109/ACCESS.2024.3488730","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:bc6ca6b7fd6d441fb8ae6782e6c865f9","is_oa":true,"landing_page_url":"https://doaj.org/article/bc6ca6b7fd6d441fb8ae6782e6c865f9","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,"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":"IEEE Access, Vol 12, Pp 172149-172161 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3488730","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3488730","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2133665775","https://openalex.org/W2183341477","https://openalex.org/W2714342494","https://openalex.org/W2762504923","https://openalex.org/W2805142011","https://openalex.org/W2890574476","https://openalex.org/W2963163009","https://openalex.org/W3034529427","https://openalex.org/W3035830381","https://openalex.org/W3090232526","https://openalex.org/W3127682982","https://openalex.org/W3149343465","https://openalex.org/W3215109731","https://openalex.org/W4226433485","https://openalex.org/W4288684810","https://openalex.org/W4313200984","https://openalex.org/W4313856295","https://openalex.org/W4327774550","https://openalex.org/W4366376869","https://openalex.org/W4381800946","https://openalex.org/W4385431668","https://openalex.org/W4388685194","https://openalex.org/W4394629222","https://openalex.org/W6637373629","https://openalex.org/W6858598156"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Potato":[0],"crops":[1],"and":[2,15,40,96,183,212],"their":[3],"salability":[4],"are":[5,17,155],"influenced":[6],"by":[7,170],"potato":[8,26,61,71,152,164,186,204],"pests":[9,202],"in":[10,20,129,163,203,220],"that":[11,73,154],"both":[12],"crop":[13,36],"yield":[14],"quality":[16,86],"reduced.":[18],"This":[19,188],"turn":[21],"reduces":[22],"the":[23,33,47,101,145,197,210,221],"income":[24],"for":[25,32,87,151,193],"farmers":[27,207],"due":[28],"to":[29,58,134,144,200,208],"lower":[30,35],"prices":[31],"crop,":[34],"yield,":[37],"trade":[38],"restriction":[39],"reduced":[41],"market":[42,217],"access.":[43],"Agricultural":[44],"viability":[45],"over":[46],"long":[48],"run":[49],"therefore":[50,179],"depends":[51],"on":[52,121],"sustainable":[53,185],"pest":[54,148,165,224],"management.":[55],"In":[56],"order":[57],"efficiently":[59],"detect":[60],"pests,":[62],"a":[63,118],"dataset":[64],"was":[65],"constructed":[66],"which":[67,125],"contains":[68],"eight":[69],"prevalent":[70],"species":[72],"were":[74,82],"taken":[75],"from":[76],"several":[77],"sources.":[78],"Image":[79],"pre-processing":[80],"techniques":[81],"employed":[83],"enhance":[84],"image":[85],"compatibility":[88],"with":[89],"deep":[90,175],"learning":[91,176],"models.":[92],"Among":[93],"InceptionV3,":[94],"VGG-16,":[95],"MobileNetV2":[97,113],"models,":[98],"VGG-16":[99,162],"attained":[100],"highest":[102],"accuracy":[103],"of":[104,137,147,161,215,223],"94.44%,":[105],"outperforming":[106],"others.":[107],"Inception-V3":[108],"achieved":[109],"58%":[110],"accuracy,":[111,124],"while":[112],"reached":[114],"75%.":[115],"Pre-processing":[116],"has":[117],"major":[119],"influence":[120],"improving":[122],"result":[123],"emphasizes":[126],"its":[127,138,171],"significance":[128],"enhancing":[130],"model":[131],"performance,":[132],"according":[133],"an":[135,191],"evaluation":[136],"effects.":[139],"These":[140],"findings":[141],"might":[142],"lead":[143],"development":[146],"management":[149],"strategies":[150],"farming":[153],"more":[156],"effective.":[157],"The":[158],"efficient":[159],"use":[160],"identification":[166],"systems":[167],"is":[168],"demonstrated":[169],"excellent":[172],"performance.":[173],"Using":[174],"models":[177],"can":[178],"reduce":[180],"financial":[181],"losses":[182],"promote":[184],"production.":[187],"study":[189],"provides":[190],"approach":[192],"further":[194],"investigation":[195],"into":[196],"best":[198],"ways":[199],"control":[201],"production,":[205],"allowing":[206],"overcome":[209],"obstacles":[211],"take":[213],"advantage":[214],"valuable":[216],"prospects":[218],"even":[219],"face":[222],"threats.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}