{"id":"https://openalex.org/W4392980351","doi":"https://doi.org/10.1109/aics60730.2023.10470605","title":"Digital- Twin Enabled Dairy Farming for Greenhouse Gas Emission Tracking","display_name":"Digital- Twin Enabled Dairy Farming for Greenhouse Gas Emission Tracking","publication_year":2023,"publication_date":"2023-12-07","ids":{"openalex":"https://openalex.org/W4392980351","doi":"https://doi.org/10.1109/aics60730.2023.10470605"},"language":"en","primary_location":{"id":"doi:10.1109/aics60730.2023.10470605","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aics60730.2023.10470605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)","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/A5035900533","display_name":"Elif Ak","orcid":"https://orcid.org/0000-0002-1415-2561"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Elif Ak","raw_affiliation_strings":["Istanbul Technical University,Department of Computer Engineering,Istanbul,Turkey","BTS Group, Istanbul, Turkey","Department of Computer Engineering, Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"BTS Group, Istanbul, Turkey","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041817000","display_name":"Khayal Huseynov","orcid":"https://orcid.org/0000-0001-9050-2618"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khayal Huseynov","raw_affiliation_strings":["BTS Group,Istanbul,Turkey","BTS Group, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"BTS Group,Istanbul,Turkey","institution_ids":[]},{"raw_affiliation_string":"BTS Group, Istanbul, Turkey","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048431501","display_name":"Berk Canberk","orcid":"https://orcid.org/0000-0001-6472-1737"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Berk Canberk","raw_affiliation_strings":["School of Engineering and Built Environment, Edinburgh Napier University,Edinburgh,UK","School of Engineering and Built Environment, Edinburgh Napier University, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Built Environment, Edinburgh Napier University,Edinburgh,UK","institution_ids":["https://openalex.org/I251738"]},{"raw_affiliation_string":"School of Engineering and Built Environment, Edinburgh Napier University, Edinburgh, UK","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073275664","display_name":"Muhammad Fahim","orcid":"https://orcid.org/0000-0001-6259-5458"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muhammad Fahim","raw_affiliation_strings":["Queen&#x0027;s University Belfast,Belfast,UK,BT7 1NN"],"affiliations":[{"raw_affiliation_string":"Queen&#x0027;s University Belfast,Belfast,UK,BT7 1NN","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077149719","display_name":"Octavia A. Dobre","orcid":"https://orcid.org/0000-0001-8528-0512"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Octavia A. Dobre","raw_affiliation_strings":["Memorial University,St. Johns,Canada,NL A1C 5S7"],"affiliations":[{"raw_affiliation_string":"Memorial University,St. Johns,Canada,NL A1C 5S7","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049089848","display_name":"Trung Q. Duong","orcid":"https://orcid.org/0000-0002-4703-4836"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]},{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"Trung Q. Duong","raw_affiliation_strings":["Queen&#x0027;s University Belfast,Belfast,UK,BT7 1NN","Memorial University, St. Johns, Canada"],"affiliations":[{"raw_affiliation_string":"Queen&#x0027;s University Belfast,Belfast,UK,BT7 1NN","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"Memorial University, St. Johns, Canada","institution_ids":["https://openalex.org/I130438778"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5035900533"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36278921,"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":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9365000128746033,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.9365000128746033,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/greenhouse-gas","display_name":"Greenhouse gas","score":0.6752386093139648},{"id":"https://openalex.org/keywords/greenhouse","display_name":"Greenhouse","score":0.5590194463729858},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5271919369697571},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5066466927528381},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4714556634426117},{"id":"https://openalex.org/keywords/dairy-farming","display_name":"Dairy farming","score":0.41602978110313416},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.09282305836677551},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08521345257759094},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06789577007293701}],"concepts":[{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.6752386093139648},{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.5590194463729858},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5271919369697571},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5066466927528381},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4714556634426117},{"id":"https://openalex.org/C2778691696","wikidata":"https://www.wikidata.org/wiki/Q14096331","display_name":"Dairy farming","level":3,"score":0.41602978110313416},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.09282305836677551},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08521345257759094},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06789577007293701},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/aics60730.2023.10470605","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aics60730.2023.10470605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/36466","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/36466","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/56243087-bd5b-4bb9-9b06-dba519b33ac4","is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/56243087-bd5b-4bb9-9b06-dba519b33ac4","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ak , E , Huseynov , K , Canberk , B , Fahim , M , Dobre , O A &amp; Duong , T Q 2023 , Digital- twin enabled dairy farming for greenhouse gas emission tracking . in 2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS): Proceedings . Irish Conference on Artificial Intelligence and Cognitive Science (AICS): Proceedings , IEEE Xplore , 2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS) , Letterkenny , Ireland , 07/12/2023 . https://doi.org/10.1109/aics60730.2023.10470605","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:repository@napier.ac.uk:3633033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aics60730.2023.10470605","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2015527152","https://openalex.org/W2037166770","https://openalex.org/W2118273097","https://openalex.org/W2133119982","https://openalex.org/W2773246163","https://openalex.org/W2884469446","https://openalex.org/W3137711069","https://openalex.org/W3146500981","https://openalex.org/W4316660823","https://openalex.org/W4317937897","https://openalex.org/W4385380676","https://openalex.org/W4387870061"],"related_works":["https://openalex.org/W234340964","https://openalex.org/W4309832218","https://openalex.org/W2166797008","https://openalex.org/W3039676608","https://openalex.org/W3193919099","https://openalex.org/W2351877779","https://openalex.org/W2960233689","https://openalex.org/W2364328341","https://openalex.org/W2916988783","https://openalex.org/W2352198611"],"abstract_inverted_index":{"The":[0,92,116],"dairy":[1,57,104],"farming":[2,58,105],"industry":[3,27],"plays":[4],"a":[5,73],"pivotal":[6],"role":[7],"in":[8,51],"the":[9,26,78,86,101],"agricultural":[10],"sector.":[11],"However,":[12],"its":[13,40],"environmental":[14],"footprint,":[15],"especially":[16],"methane":[17],"and":[18,35,39,61,110],"nitrous":[19],"oxide":[20],"emissions,":[21],"has":[22,28],"raised":[23],"concerns.":[24],"Historically,":[25],"relied":[29],"on":[30],"conventional":[31],"methods":[32],"to":[33,99],"forecast":[34],"manage":[36],"waste":[37],"production":[38],"subsequent":[41],"carbon":[42,125],"emissions.":[43],"These":[44],"methods,":[45],"while":[46],"functional,":[47],"often":[48],"fall":[49],"short":[50],"terms":[52],"of":[53,80,88,95],"net-zero":[54,113],"planning":[55],"for":[56,103],"where":[59],"instant":[60],"continuous":[62],"monitoring":[63],"is":[64,98],"required.":[65],"To":[66],"address":[67],"this":[68,70,96],"gap,":[69],"study":[71],"presents":[72],"novel":[74],"framework":[75,97],"that":[76,107,119],"combines":[77],"capabilities":[79],"Digital":[81],"Twin":[82],"(DT)":[83],"technology":[84],"with":[85,112,130],"power":[87],"Machine":[89],"Learning":[90],"(ML).":[91],"primary":[93],"objective":[94],"pave":[100],"way":[102],"practices":[106],"are":[108,123],"sustainable":[109],"align":[111],"emission":[114,126],"targets.":[115],"results":[117],"show":[118],"when":[120],"multi-context":[121],"datasets":[122],"used,":[124],"can":[127],"be":[128],"predicted":[129],"high":[131],"accuracy.":[132]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
