{"id":"https://openalex.org/W7204458860","doi":"https://doi.org/10.1109/peccii70991.2026.11661877","title":"A Hybrid Human-in-the-Loop IoT System for Precision Irrigation with Real-Time Soil Health Monitoring","display_name":"A Hybrid Human-in-the-Loop IoT System for Precision Irrigation with Real-Time Soil Health Monitoring","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7204458860","doi":"https://doi.org/10.1109/peccii70991.2026.11661877"},"language":"en","primary_location":{"id":"doi:10.1109/peccii70991.2026.11661877","doi":"https://doi.org/10.1109/peccii70991.2026.11661877","is_oa":true,"landing_page_url":"https://doi.org/10.1109/peccii70991.2026.11661877","pdf_url":null,"source":{"id":"https://openalex.org/S7407096946","display_name":"International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/peccii70991.2026.11661877","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5148432032","display_name":"Mohammed Towhidul Islam","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76129166","display_name":"Premier University","ror":"https://ror.org/02j96nm37","country_code":"BD","type":"education","lineage":["https://openalex.org/I76129166"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammed Towhidul Islam","raw_affiliation_strings":["Premier University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Premier University","institution_ids":["https://openalex.org/I76129166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148457621","display_name":"Tasnia Chowdhury","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76129166","display_name":"Premier University","ror":"https://ror.org/02j96nm37","country_code":"BD","type":"education","lineage":["https://openalex.org/I76129166"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tasnia Chowdhury","raw_affiliation_strings":["Premier University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Premier University","institution_ids":["https://openalex.org/I76129166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093745393","display_name":"Kazi Md. Abrar Yeaser","orcid":"https://orcid.org/0009-0001-9922-1342","observed_orcids":["https://orcid.org/0009-0001-9922-1342"]},"institutions":[{"id":"https://openalex.org/I76129166","display_name":"Premier University","ror":"https://ror.org/02j96nm37","country_code":"BD","type":"education","lineage":["https://openalex.org/I76129166"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Kazi Md. Abrar Yeaser","raw_affiliation_strings":["Premier University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Premier University","institution_ids":["https://openalex.org/I76129166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5125744089","display_name":"Nazia Sultana Plabon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76129166","display_name":"Premier University","ror":"https://ror.org/02j96nm37","country_code":"BD","type":"education","lineage":["https://openalex.org/I76129166"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nazia Sultana Plabon","raw_affiliation_strings":["Premier University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Premier University","institution_ids":["https://openalex.org/I76129166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76129166"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"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":0.9984999895095825,"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":0.9984999895095825,"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/T13420","display_name":"Arduino and IoT Applications","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13391","display_name":"Innovations in Aquaponics and Hydroponics Systems","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1104","display_name":"Aquatic 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/precision-irrigation","display_name":"precision irrigation","score":0.9779999852180481},{"id":"https://openalex.org/keywords/human-in-the-loop-control","display_name":"human-in-the-loop control","score":0.9089999794960022},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7730000019073486},{"id":"https://openalex.org/keywords/soil-moisture-sensing","display_name":"soil moisture sensing","score":0.718999981880188},{"id":"https://openalex.org/keywords/soil-ph-monitoring","display_name":"soil pH monitoring","score":0.8489999771118164},{"id":"https://openalex.org/keywords/water-conservation","display_name":"water conservation","score":0.6349999904632568},{"id":"https://openalex.org/keywords/esp32","display_name":"ESP32 microcontroller","score":0.8029999732971191},{"id":"https://openalex.org/keywords/manual-override","display_name":"manual override","score":0.6959999799728394},{"id":"https://openalex.org/keywords/farmer-knowledge","display_name":"farmer knowledge","score":0.3370000123977661},{"id":"https://openalex.org/keywords/sustainable-agriculture","display_name":"sustainable agriculture","score":0.7599999904632568}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5612999796867371},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5550000071525574},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.4138000011444092},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3887999951839447},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.3758000135421753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2921999990940094},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.2888999879360199},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.2517000138759613},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.24979999661445618},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.2492000013589859}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/peccii70991.2026.11661877","doi":"https://doi.org/10.1109/peccii70991.2026.11661877","is_oa":true,"landing_page_url":"https://doi.org/10.1109/peccii70991.2026.11661877","pdf_url":null,"source":{"id":"https://openalex.org/S7407096946","display_name":"International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/peccii70991.2026.11661877","doi":"https://doi.org/10.1109/peccii70991.2026.11661877","is_oa":true,"landing_page_url":"https://doi.org/10.1109/peccii70991.2026.11661877","pdf_url":null,"source":{"id":"https://openalex.org/S7407096946","display_name":"International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.9208999872207642,"id":"https://metadata.un.org/sdg/2"},{"display_name":"Clean water and sanitation","score":0.53329998254776,"id":"https://metadata.un.org/sdg/6"},{"display_name":"Industry, innovation and infrastructure","score":0.444599986076355,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4200458514"],"related_works":["https://openalex.org/W7213525064","https://openalex.org/W7156266038","https://openalex.org/W3155488340","https://openalex.org/W7223152957","https://openalex.org/W7171100424","https://openalex.org/W7134885977","https://openalex.org/W3095159667","https://openalex.org/W7165548403","https://openalex.org/W4409102536","https://openalex.org/W7171510809"],"abstract_inverted_index":{"Agriculture":[0],"consumes":[1],"70%":[2],"of":[3,55,122],"global":[4],"freshwater,":[5],"yet":[6],"over":[7],"half":[8],"is":[9],"lost":[10],"to":[11],"inefficient":[12],"irrigation.":[13],"Existing":[14],"IoT":[15,35],"based":[16],"smart":[17],"systems":[18],"prioritize":[19],"full":[20],"automation,":[21],"marginalizing":[22],"farmers'":[23],"experiential":[24],"knowledge.":[25],"Here":[26],"we":[27],"proposed":[28],"a":[29,108,150,159,177],"hybrid":[30,152],"human":[31],"in":[32,183],"the":[33],"loop":[34],"architecture":[36],"that":[37,169],"balances":[38],"algorithmic":[39],"precision":[40],"with":[41,51,155],"farmer":[42,156,170],"driven":[43],"control.":[44],"The":[45,114],"system":[46,115],"integrates":[47],"an":[48,75],"ESP32":[49],"microcontroller":[50],"real":[52,80],"time":[53,81],"sensing":[54,164],"soil":[56,118],"moisture,":[57],"pH,":[58],"and":[59,83,127,166],"water":[60,93,184],"reservoir":[61],"levels.":[62],"A":[63,87],"heuristic":[64],"control":[65,153],"algorithm,":[66],"formalized":[67],"through":[68],"pseudo":[69],"code,":[70],"governs":[71],"irrigation":[72,174],"decisions":[73],"while":[74],"intuitive":[76],"mobile":[77],"interface":[78],"provides":[79],"telemetry":[82],"manual":[84,128],"override":[85,129],"capabilities.":[86],"7-day":[88],"prototype":[89,137],"validation":[90,168],"demonstrated":[91],"significant":[92],"conservation,":[94],"achieving":[95],"382.9":[96],"mL":[97,103],"mean":[98],"daily":[99],"consumption":[100],"versus":[101],"570.0":[102],"for":[104,180],"conventional":[105],"fixed":[106],"schedules,":[107],"32.8%":[109],"reduction":[110],"(cumulative":[111],"37.5%":[112],"savings).":[113],"maintained":[116],"optimal":[117],"moisture":[119],"within":[120],"\u00b15%":[121],"crop":[123],"specific":[124],"set":[125],"points,":[126],"functionality":[130],"proved":[131],"100%":[132],"reliable":[133],"(42/42":[134],"attempts).":[135],"Total":[136],"cost":[138,161],"was":[139],"2,460":[140],"BDT":[141],"(approximately":[142],"$23":[143],"USD).":[144],"This":[145],"work":[146],"establishes":[147],"three":[148],"contributions:":[149],"formal":[151],"algorithm":[154],"confirmation":[157],"protocols,":[158],"low":[160],"multi":[162],"parameter":[163],"platform,":[165],"empirical":[167],"expertise":[171],"enhances":[172],"automated":[173],"decisions,":[175],"providing":[176],"scalable":[178],"framework":[179],"sustainable":[181],"agriculture":[182],"stressed":[185],"regions.":[186]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-08-28T00:00:00"}
