{"id":"https://openalex.org/W7152529747","doi":"https://doi.org/10.1109/icecet63943.2025.11472088","title":"AI-Driven Smart Agriculture: Optimizing Crop Yield and Sustainability in the U.S.","display_name":"AI-Driven Smart Agriculture: Optimizing Crop Yield and Sustainability in the U.S.","publication_year":2025,"publication_date":"2025-07-03","ids":{"openalex":"https://openalex.org/W7152529747","doi":"https://doi.org/10.1109/icecet63943.2025.11472088"},"language":null,"primary_location":{"id":"doi:10.1109/icecet63943.2025.11472088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116712461","display_name":"Muslima Begom Riipa","orcid":null},"institutions":[{"id":"https://openalex.org/I181401687","display_name":"American University","ror":"https://ror.org/052w4zt36","country_code":"US","type":"education","lineage":["https://openalex.org/I181401687"]},{"id":"https://openalex.org/I19547980","display_name":"American InterContinental University","ror":"https://ror.org/05w0qtv14","country_code":"US","type":"education","lineage":["https://openalex.org/I19547980"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Muslima Begom Riipa","raw_affiliation_strings":["International American University,Department of Business Administration,Los Angeles,CA,USA,90010"],"affiliations":[{"raw_affiliation_string":"International American University,Department of Business Administration,Los Angeles,CA,USA,90010","institution_ids":["https://openalex.org/I19547980","https://openalex.org/I181401687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083679856","display_name":"Sanchita Saha","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanchita Saha","raw_affiliation_strings":["Westcliff University,Department of Business Administration,Irvine,CA,USA,92614"],"affiliations":[{"raw_affiliation_string":"Westcliff University,Department of Business Administration,Irvine,CA,USA,92614","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114873788","display_name":"Jannatul Ferdousmou","orcid":null},"institutions":[{"id":"https://openalex.org/I181401687","display_name":"American University","ror":"https://ror.org/052w4zt36","country_code":"US","type":"education","lineage":["https://openalex.org/I181401687"]},{"id":"https://openalex.org/I19547980","display_name":"American InterContinental University","ror":"https://ror.org/05w0qtv14","country_code":"US","type":"education","lineage":["https://openalex.org/I19547980"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jannatul Ferdousmou","raw_affiliation_strings":["International American University,Department of Business Administration,Los Angeles,CA,USA,90010"],"affiliations":[{"raw_affiliation_string":"International American University,Department of Business Administration,Los Angeles,CA,USA,90010","institution_ids":["https://openalex.org/I19547980","https://openalex.org/I181401687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008168081","display_name":"Rabeya Khatoon","orcid":"https://orcid.org/0000-0001-7966-9206"},"institutions":[{"id":"https://openalex.org/I181401687","display_name":"American University","ror":"https://ror.org/052w4zt36","country_code":"US","type":"education","lineage":["https://openalex.org/I181401687"]},{"id":"https://openalex.org/I19547980","display_name":"American InterContinental University","ror":"https://ror.org/05w0qtv14","country_code":"US","type":"education","lineage":["https://openalex.org/I19547980"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rabeya Khatoon","raw_affiliation_strings":["International American University,Department of Business Administration,Los Angeles,CA,USA,90010"],"affiliations":[{"raw_affiliation_string":"International American University,Department of Business Administration,Los Angeles,CA,USA,90010","institution_ids":["https://openalex.org/I19547980","https://openalex.org/I181401687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100631073","display_name":"Nur Mohammad","orcid":"https://orcid.org/0000-0001-5872-2856"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nur Mohammad","raw_affiliation_strings":["Westcliff University,Department of Business Administration,Irvine,CA,USA,92614"],"affiliations":[{"raw_affiliation_string":"Westcliff University,Department of Business Administration,Irvine,CA,USA,92614","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063319179","display_name":"Mohammad Ismail Hossain","orcid":"https://orcid.org/0000-0002-3213-2337"},"institutions":[{"id":"https://openalex.org/I181401687","display_name":"American University","ror":"https://ror.org/052w4zt36","country_code":"US","type":"education","lineage":["https://openalex.org/I181401687"]},{"id":"https://openalex.org/I19547980","display_name":"American InterContinental University","ror":"https://ror.org/05w0qtv14","country_code":"US","type":"education","lineage":["https://openalex.org/I19547980"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Hossain","raw_affiliation_strings":["International American University,Department of Business Administration,Los Angeles,CA,USA,90010"],"affiliations":[{"raw_affiliation_string":"International American University,Department of Business Administration,Los Angeles,CA,USA,90010","institution_ids":["https://openalex.org/I19547980","https://openalex.org/I181401687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133279500","display_name":"Md Kamruzzaman","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Kamruzzaman","raw_affiliation_strings":["Westcliff University,Department of Business Administration,Irvine,CA,USA,92614"],"affiliations":[{"raw_affiliation_string":"Westcliff University,Department of Business Administration,Irvine,CA,USA,92614","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133249298","display_name":"Rakibul Hasan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rakibul Hasan","raw_affiliation_strings":["Westcliff University,Department of Business Administration,Irvine,CA,United States,92614"],"affiliations":[{"raw_affiliation_string":"Westcliff University,Department of Business Administration,Irvine,CA,United States,92614","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5116712461"],"corresponding_institution_ids":["https://openalex.org/I181401687","https://openalex.org/I19547980"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.81201365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.784600019454956,"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":0.784600019454956,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.009200000204145908,"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/T10439","display_name":"Climate change impacts on agriculture","score":0.0052999998442828655,"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/sustainability","display_name":"Sustainability","score":0.5436000227928162},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.5271000266075134},{"id":"https://openalex.org/keywords/crop-yield","display_name":"Crop yield","score":0.46140000224113464},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.4293999969959259},{"id":"https://openalex.org/keywords/crop-production","display_name":"Crop production","score":0.3359000086784363}],"concepts":[{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5436000227928162},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.5271000266075134},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.46140000224113464},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.4341000020503998},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.4293999969959259},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3483000099658966},{"id":"https://openalex.org/C2989409935","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Crop production","level":3,"score":0.3359000086784363},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2702000141143799},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2628999948501587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet63943.2025.11472088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.8475283980369568,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1976920755","https://openalex.org/W2552486485","https://openalex.org/W3093933939","https://openalex.org/W3215039669","https://openalex.org/W4238364298","https://openalex.org/W4280548956","https://openalex.org/W4387618826","https://openalex.org/W4392153728","https://openalex.org/W4393307099","https://openalex.org/W4394807605","https://openalex.org/W4396534849","https://openalex.org/W4401164171","https://openalex.org/W4401628765","https://openalex.org/W4403759048","https://openalex.org/W4404465375","https://openalex.org/W4405649835"],"related_works":[],"abstract_inverted_index":{"The":[0,26,89,132,164,189],"global":[1],"economy":[2],"depends":[3],"heavily":[4],"on":[5,78],"agriculture":[6],"while":[7],"intelligent":[8],"systems":[9],"used":[10,96],"for":[11,75,157,186],"crop":[12,35,112,203],"analysis":[13],"become":[14],"crucial":[15],"to":[16,33,137,208],"reach":[17],"both":[18,179],"higher":[19],"production":[20],"levels":[21],"and":[22,42,51,59,86,103,129,159,161,173,182,201],"sustainable":[23],"agricultural":[24],"practices.":[25],"presented":[27],"framework":[28],"uses":[29],"machine":[30],"learning":[31,109],"(ML)":[32],"generate":[34],"recommendations":[36],"through":[37,93],"an":[38],"assessment":[39],"of":[40,54,91,171],"environmental":[41,52],"soil":[43],"factors":[44],"that":[45],"encompass":[46],"N,":[47],"P,":[48],"K":[49],"measurements":[50,53],"temperature,":[55],"humidity,":[56],"pH":[57],"values":[58],"rainfall":[60],"data.":[61],"Through":[62],"its":[63],"design":[64],"the":[65,122,125,139,175,194,206,216],"system":[66,166,195],"helps":[67],"farmers":[68],"together":[69],"with":[70],"agronomists":[71],"select":[72],"appropriate":[73],"crops":[74,92],"cultivation":[76],"based":[77],"particular":[79],"circumstances":[80],"which":[81,124,147],"promotes":[82],"better":[83,151],"land":[84],"management":[85],"resource":[87],"optimization.":[88],"classification":[90],"historical":[94],"data":[95],"Decision":[97],"Tree,":[98],"Random":[99,133],"Forest,":[100],"Naive":[101],"Bayes":[102],"Support":[104],"Vector":[105],"Machine":[106],"(SVM)":[107],"supervised":[108],"algorithms.":[110],"Multiple":[111],"types":[113],"plus":[114],"their":[115],"optimal":[116],"growth":[117],"requirements":[118],"were":[119],"present":[120],"in":[121,169,215],"dataset":[123],"models":[126],"received":[127],"training":[128],"performed":[130],"evaluations.":[131],"Forest":[134],"Classifier":[135],"proved":[136],"be":[138],"most":[140],"successful":[141],"model":[142],"by":[143,196],"reaching":[144],"99%":[145],"accuracy":[146],"established":[148],"itself":[149],"as":[150],"than":[152],"all":[153],"other":[154],"evaluated":[155],"algorithms":[156],"precision":[158],"F1-score":[160],"recall":[162],"measurement.":[163],"developed":[165],"performs":[167],"well":[168],"terms":[170],"predictions":[172],"at":[174],"same":[176],"time":[177],"provides":[178],"clear":[180],"explanations":[181],"operational":[183],"capabilities":[184],"suitable":[185],"real":[187],"farms.":[188],"development":[190],"team":[191],"will":[192],"enhance":[193],"integrating":[197],"real-time":[198],"sensor":[199],"information":[200],"enlarging":[202],"diversity":[204],"within":[205],"database":[207],"achieve":[209],"deployment":[210],"across":[211],"different":[212],"agro-climatic":[213],"regions":[214],"future.":[217]},"counts_by_year":[],"updated_date":"2026-04-11T06:13:24.991567","created_date":"2026-04-10T00:00:00"}
