{"id":"https://openalex.org/W4411996620","doi":"https://doi.org/10.1109/smartcomp65954.2025.00094","title":"Multi-Source Data Integration and IoT-Based Sensing for Crop Yield Modelling and Optimisation","display_name":"Multi-Source Data Integration and IoT-Based Sensing for Crop Yield Modelling and Optimisation","publication_year":2025,"publication_date":"2025-06-16","ids":{"openalex":"https://openalex.org/W4411996620","doi":"https://doi.org/10.1109/smartcomp65954.2025.00094"},"language":"en","primary_location":{"id":"doi:10.1109/smartcomp65954.2025.00094","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartcomp65954.2025.00094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Smart Computing (SMARTCOMP)","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/A5052156896","display_name":"Temitope Odedeyi","orcid":"https://orcid.org/0000-0003-2246-8037"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Temitope Odedeyi","raw_affiliation_strings":["University College London,Dept. of Electronic &#x0026; Electrical Engineering,London,UK"],"affiliations":[{"raw_affiliation_string":"University College London,Dept. of Electronic &#x0026; Electrical Engineering,London,UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Olalekan Kolawole","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122440","display_name":"International Institute of Tropical Agriculture","ror":"https://ror.org/02smred28","country_code":"NG","type":"nonprofit","lineage":["https://openalex.org/I4210122440"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Olalekan Kolawole","raw_affiliation_strings":["International Institute of Tropical Agriculture,Ibadan,Nigeria"],"affiliations":[{"raw_affiliation_string":"International Institute of Tropical Agriculture,Ibadan,Nigeria","institution_ids":["https://openalex.org/I4210122440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093347516","display_name":"Chike E. Ugoji","orcid":"https://orcid.org/0009-0008-5174-0849"},"institutions":[{"id":"https://openalex.org/I4210122440","display_name":"International Institute of Tropical Agriculture","ror":"https://ror.org/02smred28","country_code":"NG","type":"nonprofit","lineage":["https://openalex.org/I4210122440"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Chike Ugoji","raw_affiliation_strings":["International Institute of Tropical Agriculture,Ibadan,Nigeria"],"affiliations":[{"raw_affiliation_string":"International Institute of Tropical Agriculture,Ibadan,Nigeria","institution_ids":["https://openalex.org/I4210122440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039176059","display_name":"Toye Ayankanmi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122440","display_name":"International Institute of Tropical Agriculture","ror":"https://ror.org/02smred28","country_code":"NG","type":"nonprofit","lineage":["https://openalex.org/I4210122440"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Toye Ayankanmi","raw_affiliation_strings":["International Institute of Tropical Agriculture,Ibadan,Nigeria"],"affiliations":[{"raw_affiliation_string":"International Institute of Tropical Agriculture,Ibadan,Nigeria","institution_ids":["https://openalex.org/I4210122440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118808320","display_name":"Oziegbe Okhuoya","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122440","display_name":"International Institute of Tropical Agriculture","ror":"https://ror.org/02smred28","country_code":"NG","type":"nonprofit","lineage":["https://openalex.org/I4210122440"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Oziegbe Okhuoya","raw_affiliation_strings":["International Institute of Tropical Agriculture,Ibadan,Nigeria"],"affiliations":[{"raw_affiliation_string":"International Institute of Tropical Agriculture,Ibadan,Nigeria","institution_ids":["https://openalex.org/I4210122440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118808321","display_name":"Ismail Rabbit","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122440","display_name":"International Institute of Tropical Agriculture","ror":"https://ror.org/02smred28","country_code":"NG","type":"nonprofit","lineage":["https://openalex.org/I4210122440"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Ismail Rabbit","raw_affiliation_strings":["International Institute of Tropical Agriculture,Ibadan,Nigeria"],"affiliations":[{"raw_affiliation_string":"International Institute of Tropical Agriculture,Ibadan,Nigeria","institution_ids":["https://openalex.org/I4210122440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050144132","display_name":"Kwaku Onwona-Hwesofour Asante","orcid":"https://orcid.org/0000-0003-3539-3505"},"institutions":[{"id":"https://openalex.org/I4210137126","display_name":"Council for Scientific and Industrial Research","ror":"https://ror.org/03ad6kn10","country_code":"GH","type":"facility","lineage":["https://openalex.org/I4210137126"]}],"countries":["GH"],"is_corresponding":false,"raw_author_name":"Kwaku Onwona-Hwesofour Asante","raw_affiliation_strings":["Council for Scientific and Industrial Research - Crops Research Institute (CSIR-CRI),Kumasi,Ghana"],"affiliations":[{"raw_affiliation_string":"Council for Scientific and Industrial Research - Crops Research Institute (CSIR-CRI),Kumasi,Ghana","institution_ids":["https://openalex.org/I4210137126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015945363","display_name":"Izzat Darwazeh","orcid":"https://orcid.org/0000-0003-3835-1319"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Izzat Darwazeh","raw_affiliation_strings":["University College London,Dept. of Electronic &#x0026; Electrical Engineering,London,UK"],"affiliations":[{"raw_affiliation_string":"University College London,Dept. of Electronic &#x0026; Electrical Engineering,London,UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5052156896"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":1.5975,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84943896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"294","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9352999925613403,"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":0.9352999925613403,"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/computer-science","display_name":"Computer science","score":0.6433737277984619},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.5434873104095459},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5196424722671509},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.44034892320632935},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.43369734287261963},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4165400564670563},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36726075410842896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26732057332992554},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2079559564590454},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.16822549700737},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.0825059711933136},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.0723644495010376}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6433737277984619},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.5434873104095459},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5196424722671509},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.44034892320632935},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.43369734287261963},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4165400564670563},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36726075410842896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26732057332992554},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2079559564590454},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.16822549700737},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0825059711933136},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0723644495010376},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/smartcomp65954.2025.00094","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartcomp65954.2025.00094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Smart Computing (SMARTCOMP)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10209270","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10209270/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In:  2025 IEEE International Conference on Smart Computing (SMARTCOMP).    IEEE: Cork, Ireland. (2025)","raw_type":"Proceedings paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7200000286102295}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"},{"id":"https://openalex.org/F4320320203","display_name":"Horizon Foundation","ror":"https://ror.org/045czd036"},{"id":"https://openalex.org/F4320320286","display_name":"University College London","ror":"https://ror.org/02jx3x895"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2969489627","https://openalex.org/W3047895866","https://openalex.org/W3091241472","https://openalex.org/W4297542408","https://openalex.org/W4361222892","https://openalex.org/W4388039676","https://openalex.org/W4388039788","https://openalex.org/W4388040835","https://openalex.org/W4401110275","https://openalex.org/W4401204737"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4410295802","https://openalex.org/W2544610230","https://openalex.org/W1971084186","https://openalex.org/W2073277777","https://openalex.org/W2113336906","https://openalex.org/W2284149529"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,60,85,99,104],"development":[4],"and":[5,18,31,36,52,70,79,95,120],"implementation":[6],"of":[7,59,87,107],"an":[8],"IoT-enabled":[9],"environmental":[10,71],"sensing":[11],"system":[12,27,83,100],"designed":[13],"for":[14,124],"crop":[15],"yield":[16,69],"modelling":[17],"optimisation":[19],"across":[20],"diverse":[21],"agro-ecological":[22],"zones":[23],"in":[24,103],"Nigeria.":[25],"The":[26,82],"integrates":[28],"in-situ":[29],"soil":[30,75],"atmospheric":[32],"sensors,":[33],"drone-based":[34],"observations,":[35],"farm-level":[37],"data":[38,62,108,115],"using":[39],"a":[40],"multi-layered":[41],"communication":[42],"architecture,":[43],"including":[44],"cellular,":[45],"Long":[46],"Range":[47],"Wide":[48],"Area":[49],"Network":[50],"(LoRaWAN),":[51],"novel":[53],"UAV-based":[54],"mesh":[55],"networks.":[56],"Preliminary":[57],"analysis":[58],"collected":[61],"reveals":[63],"strong":[64],"correlations":[65],"between":[66],"cassava":[67],"fresh":[68],"factors":[72],"such":[73],"as":[74],"water":[76],"content,":[77],"temperature,":[78],"electrical":[80],"conductivity.":[81],"demonstrates":[84],"potential":[86],"data-driven":[88],"approaches":[89],"to":[90],"inform":[91],"site-specific":[92],"agronomic":[93],"decisions":[94],"breeding":[96],"strategies.":[97],"While":[98],"is":[101],"still":[102],"early":[105],"phase":[106],"collection,":[109],"future":[110],"work":[111],"will":[112],"involve":[113],"expanded":[114],"integration,":[116],"AI-based":[117],"predictive":[118],"modelling,":[119],"enhanced":[121],"decision":[122],"support":[123],"climate-smart":[125],"agriculture.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
