{"id":"https://openalex.org/W4312772742","doi":"https://doi.org/10.2298/csis220227062i","title":"Internet of things and agent-based system to improve water use efficiency in collective irrigation","display_name":"Internet of things and agent-based system to improve water use efficiency in collective irrigation","publication_year":2022,"publication_date":"2022-12-23","ids":{"openalex":"https://openalex.org/W4312772742","doi":"https://doi.org/10.2298/csis220227062i"},"language":"en","primary_location":{"id":"doi:10.2298/csis220227062i","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis220227062i","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142200062I","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142200062I","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061045800","display_name":"Abdelouafi Ikidid","orcid":"https://orcid.org/0000-0002-7850-639X"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Abdelouafi Ikidid","raw_affiliation_strings":["Computer Science Dept, Computing Systems Engineering Laboratory (LISI), Cadi Ayyad University Marrakesh, Morocco","Computer Science Dept, Computing Systems Engineering Laboratory (LISI). Cadi Ayyad University Marrakesh, Morocco"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept, Computing Systems Engineering Laboratory (LISI), Cadi Ayyad University Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]},{"raw_affiliation_string":"Computer Science Dept, Computing Systems Engineering Laboratory (LISI). Cadi Ayyad University Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082860924","display_name":"Fazziki El","orcid":null},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Fazziki El","raw_affiliation_strings":["Computer Science Dept, Computing Systems Engineering Laboratory (LISI), Cadi Ayyad University Marrakesh, Morocco","Computer Science Dept, Computing Systems Engineering Laboratory (LISI). Cadi Ayyad University Marrakesh, Morocco"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept, Computing Systems Engineering Laboratory (LISI), Cadi Ayyad University Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]},{"raw_affiliation_string":"Computer Science Dept, Computing Systems Engineering Laboratory (LISI). Cadi Ayyad University Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087637673","display_name":"Mohamed Sadgal","orcid":"https://orcid.org/0000-0002-1087-0988"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Sadgal","raw_affiliation_strings":["Computer Science Dept, Computing Systems Engineering Laboratory (LISI), Cadi Ayyad University Marrakesh, Morocco","Computer Science Dept, Computing Systems Engineering Laboratory (LISI). Cadi Ayyad University Marrakesh, Morocco"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept, Computing Systems Engineering Laboratory (LISI), Cadi Ayyad University Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]},{"raw_affiliation_string":"Computer Science Dept, Computing Systems Engineering Laboratory (LISI). Cadi Ayyad University Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061045800"],"corresponding_institution_ids":["https://openalex.org/I119856527"],"apc_list":null,"apc_paid":null,"fwci":0.5292,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62731519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"20","issue":"1","first_page":"405","last_page":"421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.6944000124931335,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.6944000124931335,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.6729999780654907,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7425847053527832},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.7181836366653442},{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.6264685392379761},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5569827556610107},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.5070528984069824},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4881897568702698},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.47517672181129456},{"id":"https://openalex.org/keywords/irrigation-management","display_name":"Irrigation management","score":0.4531368315219879},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.426058292388916},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.41387176513671875},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1734166443347931},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08706679940223694},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07755807042121887}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7425847053527832},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.7181836366653442},{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.6264685392379761},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5569827556610107},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.5070528984069824},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4881897568702698},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47517672181129456},{"id":"https://openalex.org/C112077630","wikidata":"https://www.wikidata.org/wiki/Q2623678","display_name":"Irrigation management","level":3,"score":0.4531368315219879},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.426058292388916},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.41387176513671875},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1734166443347931},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08706679940223694},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07755807042121887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2298/csis220227062i","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis220227062i","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142200062I","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2298/csis220227062i","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis220227062i","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142200062I","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312772742.pdf","grobid_xml":"https://content.openalex.org/works/W4312772742.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1975940050","https://openalex.org/W2037855854","https://openalex.org/W2568200888","https://openalex.org/W2766904551","https://openalex.org/W2786934017","https://openalex.org/W2914832049","https://openalex.org/W2919654816","https://openalex.org/W2943205578","https://openalex.org/W2946586361","https://openalex.org/W2954569416","https://openalex.org/W3009121392","https://openalex.org/W3012544176","https://openalex.org/W3043259140","https://openalex.org/W3043520264","https://openalex.org/W3089247264","https://openalex.org/W3133825140","https://openalex.org/W3164725133","https://openalex.org/W3190783330","https://openalex.org/W3208024790","https://openalex.org/W3213957572","https://openalex.org/W4205591476","https://openalex.org/W4315851356","https://openalex.org/W6754017933","https://openalex.org/W6790655213"],"related_works":["https://openalex.org/W4211244802","https://openalex.org/W4285470615","https://openalex.org/W1963611513","https://openalex.org/W2987770397","https://openalex.org/W2035330164","https://openalex.org/W2225209592","https://openalex.org/W1503014417","https://openalex.org/W2124178367","https://openalex.org/W2112472006","https://openalex.org/W4281256578"],"abstract_inverted_index":{"The":[0,131,188,232],"efficient":[1],"management":[2,42],"of":[3,13,18,54,57,110,117,129,142,181,196,223,229,234],"water":[4,115,123,132,182,235,269],"resources":[5],"is":[6,43,134,239,258],"a":[7,140,191,216],"major":[8],"issue":[9],"in":[10,25,29,107,145,184],"the":[11,26,30,35,52,64,71,108,114,122,127,146,177,185,194,221,227,242,247,253,261],"field":[12,48,109],"sustainable":[14],"development.":[15],"Several":[16],"models":[17],"solving":[19],"this":[20],"problem":[21],"can":[22,86,162],"be":[23,87,163],"found":[24],"literature,":[27],"especially":[28],"agricultural":[31],"sector":[32],"which":[33],"represents":[34],"main":[36],"consumer":[37],"through":[38,215],"irrigation.":[39],"Therefore,":[40],"Irrigation":[41],"an":[44,77,207],"important":[45],"and":[46,59,68,90,101,158,170,179,199,226,271],"innovative":[47],"that":[49,85,219,260],"has":[50],"been":[51],"subject":[53],"several":[55],"types":[56],"research":[58],"studies":[60],"to":[61,92,121,126,176,252,267],"deal":[62],"with":[63,193],"different":[65,72],"activities,":[66],"behaviors,":[67],"conflicts":[69],"between":[70],"users.":[73],"This":[74,149],"article":[75],"introduces":[76],"intelligent":[78],"irrigation":[79,154,171,230,238,255,263],"system":[80,189,218],"based":[81,155,240],"on":[82,152,156,241],"smart":[83,153],"sensors":[84,143],"used":[88,106,164],"moderately":[89],"economically":[91],"monitor":[93],"farms":[94],"by":[95,165],"integrating":[96],"some":[97],"connected":[98],"electronic":[99],"devices":[100],"other":[102],"advantageous":[103],"instruments":[104],"widely":[105],"IoT,":[111],"it":[112,161,257,273],"determines":[113],"requirement":[116,133],"each":[118,203,224],"farm":[119],"according":[120,175],"loss":[124],"due":[125],"process":[128],"evapotranspiration.":[130],"calculated":[135,236],"from":[136,139],"data":[137],"collected":[138],"series":[141],"installed":[144],"plantation":[147],"farm.":[148],"project":[150],"focuses":[151],"IoT":[157,208],"agent":[159],"technology,":[160],"farmer":[166],"associations":[167],"whose":[168],"endowments":[169],"planning":[172],"are":[173,212],"defined":[174],"need":[178],"quantity":[180],"available":[183],"rural":[186],"municipality.":[187],"includes":[190],"microcontroller":[192],"integration":[195],"sensors,":[197],"actuators,":[198],"valve":[200],"modules":[201],"where":[202],"node":[204,225],"serves":[205],"as":[206],"device.":[209],"Environmental":[210],"parameters":[211],"monitored":[213],"directly":[214],"multi-agent":[217],"facilitates":[220],"control":[222],"configuration":[228],"parameters.":[231],"amount":[233],"for":[237,245],"Penman":[243],"model":[244,264],"calculating":[246],"daily":[248],"evapotranspiration":[249],"baseline.":[250],"Compared":[251],"conventional":[254],"method,":[256],"expected":[259],"proposed":[262],"would":[265],"contribute":[266],"saving":[268],"use":[270],"distributing":[272],"impartially":[274],"without":[275],"compromising":[276],"its":[277],"production.":[278]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}