{"id":"https://openalex.org/W4390874833","doi":"https://doi.org/10.1109/gcaiot61060.2023.10385094","title":"Enhancing Agricultural Support for Small Scale Farmers in Kenya: An IoT-based Mini Weather Station as a Machine Learning Data Collector","display_name":"Enhancing Agricultural Support for Small Scale Farmers in Kenya: An IoT-based Mini Weather Station as a Machine Learning Data Collector","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4390874833","doi":"https://doi.org/10.1109/gcaiot61060.2023.10385094"},"language":"en","primary_location":{"id":"doi:10.1109/gcaiot61060.2023.10385094","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcaiot61060.2023.10385094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT)","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/A5093719492","display_name":"Solomon Itotia","orcid":null},"institutions":[{"id":"https://openalex.org/I161372803","display_name":"Strathmore University","ror":"https://ror.org/047dnqw48","country_code":"KE","type":"education","lineage":["https://openalex.org/I161372803"]}],"countries":["KE"],"is_corresponding":true,"raw_author_name":"Solomon Itotia","raw_affiliation_strings":["Strathmore University,@iLabAfrica,Nairobi,Kenya","@iLabAfrica, Strathmore University, Nairobi, Kenya"],"affiliations":[{"raw_affiliation_string":"Strathmore University,@iLabAfrica,Nairobi,Kenya","institution_ids":["https://openalex.org/I161372803"]},{"raw_affiliation_string":"@iLabAfrica, Strathmore University, Nairobi, Kenya","institution_ids":["https://openalex.org/I161372803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061064355","display_name":"Betsy Muriithi","orcid":"https://orcid.org/0000-0003-1393-2045"},"institutions":[{"id":"https://openalex.org/I161372803","display_name":"Strathmore University","ror":"https://ror.org/047dnqw48","country_code":"KE","type":"education","lineage":["https://openalex.org/I161372803"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Betsy Muriithi","raw_affiliation_strings":["Strathmore University,@iLabAfrica,Nairobi,Kenya","@iLabAfrica, Strathmore University, Nairobi, Kenya"],"affiliations":[{"raw_affiliation_string":"Strathmore University,@iLabAfrica,Nairobi,Kenya","institution_ids":["https://openalex.org/I161372803"]},{"raw_affiliation_string":"@iLabAfrica, Strathmore University, Nairobi, Kenya","institution_ids":["https://openalex.org/I161372803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089527001","display_name":"Stephen Gitahi","orcid":"https://orcid.org/0000-0001-5309-1362"},"institutions":[{"id":"https://openalex.org/I161372803","display_name":"Strathmore University","ror":"https://ror.org/047dnqw48","country_code":"KE","type":"education","lineage":["https://openalex.org/I161372803"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Stephen Gitahi","raw_affiliation_strings":["Strathmore University,@iLabAfrica,Nairobi,Kenya","@iLabAfrica, Strathmore University, Nairobi, Kenya"],"affiliations":[{"raw_affiliation_string":"Strathmore University,@iLabAfrica,Nairobi,Kenya","institution_ids":["https://openalex.org/I161372803"]},{"raw_affiliation_string":"@iLabAfrica, Strathmore University, Nairobi, Kenya","institution_ids":["https://openalex.org/I161372803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093719493","display_name":"Phylis Korir","orcid":null},"institutions":[{"id":"https://openalex.org/I161372803","display_name":"Strathmore University","ror":"https://ror.org/047dnqw48","country_code":"KE","type":"education","lineage":["https://openalex.org/I161372803"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Phylis Korir","raw_affiliation_strings":["Strathmore University,@iLabAfrica,Nairobi,Kenya","@iLabAfrica, Strathmore University, Nairobi, Kenya"],"affiliations":[{"raw_affiliation_string":"Strathmore University,@iLabAfrica,Nairobi,Kenya","institution_ids":["https://openalex.org/I161372803"]},{"raw_affiliation_string":"@iLabAfrica, Strathmore University, Nairobi, Kenya","institution_ids":["https://openalex.org/I161372803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108312392","display_name":"Morris Murigi","orcid":null},"institutions":[{"id":"https://openalex.org/I161372803","display_name":"Strathmore University","ror":"https://ror.org/047dnqw48","country_code":"KE","type":"education","lineage":["https://openalex.org/I161372803"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Morris Murigi","raw_affiliation_strings":["Strathmore University,@iLabAfrica,Nairobi,Kenya","@iLabAfrica, Strathmore University, Nairobi, Kenya"],"affiliations":[{"raw_affiliation_string":"Strathmore University,@iLabAfrica,Nairobi,Kenya","institution_ids":["https://openalex.org/I161372803"]},{"raw_affiliation_string":"@iLabAfrica, Strathmore University, Nairobi, Kenya","institution_ids":["https://openalex.org/I161372803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108893817","display_name":"Ronny Kimutai","orcid":null},"institutions":[{"id":"https://openalex.org/I161372803","display_name":"Strathmore University","ror":"https://ror.org/047dnqw48","country_code":"KE","type":"education","lineage":["https://openalex.org/I161372803"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Ronny Kimutai","raw_affiliation_strings":["Strathmore University,@iLabAfrica,Nairobi,Kenya","@iLabAfrica, Strathmore University, Nairobi, Kenya"],"affiliations":[{"raw_affiliation_string":"Strathmore University,@iLabAfrica,Nairobi,Kenya","institution_ids":["https://openalex.org/I161372803"]},{"raw_affiliation_string":"@iLabAfrica, Strathmore University, Nairobi, Kenya","institution_ids":["https://openalex.org/I161372803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045769261","display_name":"John Olukuru","orcid":"https://orcid.org/0000-0002-8534-2346"},"institutions":[{"id":"https://openalex.org/I161372803","display_name":"Strathmore University","ror":"https://ror.org/047dnqw48","country_code":"KE","type":"education","lineage":["https://openalex.org/I161372803"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"John Olukuru","raw_affiliation_strings":["Strathmore University,@iLabAfrica,Nairobi,Kenya","@iLabAfrica, Strathmore University, Nairobi, Kenya"],"affiliations":[{"raw_affiliation_string":"Strathmore University,@iLabAfrica,Nairobi,Kenya","institution_ids":["https://openalex.org/I161372803"]},{"raw_affiliation_string":"@iLabAfrica, Strathmore University, Nairobi, Kenya","institution_ids":["https://openalex.org/I161372803"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017604012","display_name":"Joseph Sevilla","orcid":"https://orcid.org/0000-0002-9112-824X"},"institutions":[{"id":"https://openalex.org/I161372803","display_name":"Strathmore University","ror":"https://ror.org/047dnqw48","country_code":"KE","type":"education","lineage":["https://openalex.org/I161372803"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Joseph Sevilla","raw_affiliation_strings":["Strathmore University,@iLabAfrica,Nairobi,Kenya","@iLabAfrica, Strathmore University, Nairobi, Kenya"],"affiliations":[{"raw_affiliation_string":"Strathmore University,@iLabAfrica,Nairobi,Kenya","institution_ids":["https://openalex.org/I161372803"]},{"raw_affiliation_string":"@iLabAfrica, Strathmore University, Nairobi, Kenya","institution_ids":["https://openalex.org/I161372803"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5093719492"],"corresponding_institution_ids":["https://openalex.org/I161372803"],"apc_list":null,"apc_paid":null,"fwci":0.8246,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83413399,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"66","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9692999720573425,"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":0.9692999720573425,"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/weather-station","display_name":"Weather station","score":0.6561403274536133},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6256411671638489},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6184487342834473},{"id":"https://openalex.org/keywords/automatic-weather-station","display_name":"Automatic weather station","score":0.5811840295791626},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5463134050369263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5224886536598206},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.5031854510307312},{"id":"https://openalex.org/keywords/weather-modification","display_name":"Weather modification","score":0.4293917417526245},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.29915058612823486},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1515491008758545}],"concepts":[{"id":"https://openalex.org/C2777129202","wikidata":"https://www.wikidata.org/wiki/Q190107","display_name":"Weather station","level":2,"score":0.6561403274536133},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6256411671638489},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6184487342834473},{"id":"https://openalex.org/C2779395273","wikidata":"https://www.wikidata.org/wiki/Q846837","display_name":"Automatic weather station","level":2,"score":0.5811840295791626},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5463134050369263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5224886536598206},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.5031854510307312},{"id":"https://openalex.org/C550656013","wikidata":"https://www.wikidata.org/wiki/Q1513578","display_name":"Weather modification","level":2,"score":0.4293917417526245},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.29915058612823486},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1515491008758545},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcaiot61060.2023.10385094","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcaiot61060.2023.10385094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.6000000238418579,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2189563251","https://openalex.org/W2919354478","https://openalex.org/W2980565502","https://openalex.org/W2995580751","https://openalex.org/W3124466335","https://openalex.org/W4200288088","https://openalex.org/W4289866098","https://openalex.org/W4387403527","https://openalex.org/W6630829797","https://openalex.org/W6687572666"],"related_works":["https://openalex.org/W2352609165","https://openalex.org/W2370474278","https://openalex.org/W2854537890","https://openalex.org/W2413991712","https://openalex.org/W2889262578","https://openalex.org/W2375462201","https://openalex.org/W3154522974","https://openalex.org/W4388449769","https://openalex.org/W3210636417","https://openalex.org/W4223932376"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,9,13,112],"mini":[4,77],"weather":[5,43,78,83],"station":[6,79],"device":[7,90],"as":[8,98,119,137],"data":[10,84,108],"collector":[11],"for":[12,121,126],"machine":[14,123],"learning":[15,124],"model,":[16],"aiming":[17],"to":[18,57,64,66,85,111,131,134],"support":[19],"the":[20,60,149],"Kenyan":[21],"agricultural":[22],"sector":[23],"through":[24],"small-scale":[25,32],"farmers.":[26],"Most":[27],"farmers":[28],"in":[29,38],"Kenya":[30],"practice":[31],"farming":[33],"and":[34,41,59,72,103,115,128,143],"often":[35],"face":[36],"challenges":[37],"accessing":[39],"timely":[40],"accurate":[42],"information,":[44],"which":[45],"deters":[46],"them":[47],"from":[48],"making":[49],"informed":[50],"decisions":[51],"on":[52,148],"what":[53],"kind":[54],"of":[55,62],"crops":[56],"grow":[58],"type":[61],"resources":[63],"allocate":[65],"their":[67],"farms.":[68],"We":[69],"propose":[70],"designing":[71],"deploying":[73],"an":[74],"affordable":[75],"IoT":[76],"that":[80,93],"collects":[81],"real-time":[82],"address":[86],"this":[87],"issue.":[88],"The":[89,106],"has":[91],"sensors":[92],"collect":[94],"meteorological":[95],"parameters":[96],"such":[97,136],"humidity,":[99],"temperature,":[100],"light":[101],"intensity,":[102],"atmospheric":[104],"pressure.":[105],"collected":[107],"is":[109],"transmitted":[110],"cloud":[113],"server":[114],"can":[116],"be":[117],"used":[118],"input":[120],"AI-powered":[122],"models":[125],"forecasting":[127],"advisory":[129],"systems":[130],"personalize":[132],"recommendations":[133],"farmers,":[135],"optimal":[138],"planting":[139],"time,":[140],"irrigation":[141],"schedules,":[142],"pest":[144],"management":[145],"strategies":[146],"based":[147],"prevailing":[150],"weather.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}
