{"id":"https://openalex.org/W4409385168","doi":"https://doi.org/10.1016/j.jii.2025.100851","title":"Digital twin-enabled regional food supply chain: A review and research agenda","display_name":"Digital twin-enabled regional food supply chain: A review and research agenda","publication_year":2025,"publication_date":"2025-04-12","ids":{"openalex":"https://openalex.org/W4409385168","doi":"https://doi.org/10.1016/j.jii.2025.100851"},"language":"en","primary_location":{"id":"doi:10.1016/j.jii.2025.100851","doi":"https://doi.org/10.1016/j.jii.2025.100851","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jii.2025.100851","pdf_url":null,"source":{"id":"https://openalex.org/S2898195457","display_name":"Journal of Industrial Information Integration","issn_l":"2452-414X","issn":["2452-414X","2467-964X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core","dongbi-d","fnege-4","jufo-2","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Industrial Information Integration","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4409385168"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.jii.2025.100851","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103127889","display_name":"Jos\u00e9 Monteiro","orcid":"https://orcid.org/0000-0002-9000-9660","observed_orcids":["https://orcid.org/0000-0002-9000-9660"]},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Monteiro","raw_affiliation_strings":["University of Coimbra, CISUC/LASI, DEI, Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Coimbra, CISUC/LASI, DEI, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019062051","display_name":"Jo\u00e3o Barata","orcid":"https://orcid.org/0000-0002-7456-594X","observed_orcids":["https://orcid.org/0000-0002-7456-594X"]},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Barata","raw_affiliation_strings":["University of Coimbra, CISUC/LASI, DEI, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-7456-594X","affiliations":[{"raw_affiliation_string":"University of Coimbra, CISUC/LASI, DEI, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103127889"],"corresponding_institution_ids":["https://openalex.org/I76903346"],"apc_list":{"value":3810,"currency":"USD","value_usd":3810},"apc_paid":{"value":3810,"currency":"USD","value_usd":3810},"fwci":12.0347,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.99426228,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"45","issue":null,"first_page":"100851","last_page":"100851"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9110999703407288,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T12486","display_name":"Food Supply Chain Traceability","score":0.9110999703407288,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T10763","display_name":"Digital Transformation in Industry","score":0.07259999960660934,"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"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.0038999998942017555,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-twin","display_name":"digital twin","score":0.9760000109672546},{"id":"https://openalex.org/keywords/food-supply-chain-resilience","display_name":"food supply chain resilience","score":0.7839999794960022},{"id":"https://openalex.org/keywords/food-security","display_name":"food security","score":0.7829999923706055},{"id":"https://openalex.org/keywords/sustainable-supply-chain","display_name":"supply chain sustainability","score":0.7919999957084656},{"id":"https://openalex.org/keywords/supply-chain-decision-making","display_name":"supply chain decision-making","score":0.6290000081062317},{"id":"https://openalex.org/keywords/food-traceability","display_name":"food traceability","score":0.6570000052452087},{"id":"https://openalex.org/keywords/food-logistics","display_name":"food logistics","score":0.7139999866485596},{"id":"https://openalex.org/keywords/interoperability","display_name":"interoperability","score":0.7170000076293945},{"id":"https://openalex.org/keywords/data-integration","display_name":"data integration","score":0.8479999899864197},{"id":"https://openalex.org/keywords/cybersecurity","display_name":"cybersecurity","score":0.9739999771118164},{"id":"https://openalex.org/keywords/waste-reduction","display_name":"waste reduction","score":0.7540000081062317},{"id":"https://openalex.org/keywords/regional-development","display_name":"regional development","score":0.6809999942779541}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6971246600151062},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5983832478523254},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4788239300251007},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.26483476161956787}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jii.2025.100851","doi":"https://doi.org/10.1016/j.jii.2025.100851","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jii.2025.100851","pdf_url":null,"source":{"id":"https://openalex.org/S2898195457","display_name":"Journal of Industrial Information Integration","issn_l":"2452-414X","issn":["2452-414X","2467-964X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core","dongbi-d","fnege-4","jufo-2","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Industrial Information Integration","raw_type":"journal-article"},{"id":"pmh:oai:estudogeral.uc.pt:10316/122050","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10316/122050","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1016/j.jii.2025.100851","doi":"https://doi.org/10.1016/j.jii.2025.100851","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jii.2025.100851","pdf_url":null,"source":{"id":"https://openalex.org/S2898195457","display_name":"Journal of Industrial Information Integration","issn_l":"2452-414X","issn":["2452-414X","2467-964X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core","dongbi-d","fnege-4","jufo-2","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Industrial Information Integration","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":1.0},{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.807699978351593},{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.40450000762939453}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[{"id":"https://openalex.org/G3416529046","display_name":null,"funder_award_id":"UIDP/00326/2025","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3921467734","display_name":null,"funder_award_id":"2022.09950","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G5122527021","display_name":null,"funder_award_id":"UIDDB/00326/2025","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":189,"referenced_works":["https://openalex.org/W788509480","https://openalex.org/W2111628838","https://openalex.org/W2168894761","https://openalex.org/W2238669505","https://openalex.org/W2791519331","https://openalex.org/W2900564803","https://openalex.org/W2930061834","https://openalex.org/W2962686219","https://openalex.org/W2982936646","https://openalex.org/W2984310735","https://openalex.org/W2989962220","https://openalex.org/W2992815322","https://openalex.org/W2994200381","https://openalex.org/W2995057051","https://openalex.org/W2996168619","https://openalex.org/W3003285143","https://openalex.org/W3004134674","https://openalex.org/W3004233955","https://openalex.org/W3007414912","https://openalex.org/W3008231817","https://openalex.org/W3011950450","https://openalex.org/W3015778711","https://openalex.org/W3015781627","https://openalex.org/W3016010635","https://openalex.org/W3024230028","https://openalex.org/W3032628389","https://openalex.org/W3033672787","https://openalex.org/W3033864100","https://openalex.org/W3035883408","https://openalex.org/W3036600965","https://openalex.org/W3038580448","https://openalex.org/W3042451264","https://openalex.org/W3047607466","https://openalex.org/W3047921508","https://openalex.org/W3082992623","https://openalex.org/W3088584775","https://openalex.org/W3091634162","https://openalex.org/W3092135136","https://openalex.org/W3096818947","https://openalex.org/W3097542903","https://openalex.org/W3097763105","https://openalex.org/W3107642408","https://openalex.org/W3111155966","https://openalex.org/W3112130234","https://openalex.org/W3114654707","https://openalex.org/W3120064844","https://openalex.org/W3121674946","https://openalex.org/W3124787267","https://openalex.org/W3127188496","https://openalex.org/W3128806010","https://openalex.org/W3132985304","https://openalex.org/W3135141666","https://openalex.org/W3135755054","https://openalex.org/W3136881915","https://openalex.org/W3139158806","https://openalex.org/W3150590266","https://openalex.org/W3158188060","https://openalex.org/W3160877215","https://openalex.org/W3161004699","https://openalex.org/W3163246710","https://openalex.org/W3164356889","https://openalex.org/W3174110968","https://openalex.org/W3174303509","https://openalex.org/W3175482725","https://openalex.org/W3189739907","https://openalex.org/W3194658939","https://openalex.org/W3195173149","https://openalex.org/W3202037409","https://openalex.org/W3202619326","https://openalex.org/W3203257257","https://openalex.org/W3205056669","https://openalex.org/W3206399000","https://openalex.org/W3207740732","https://openalex.org/W3209566330","https://openalex.org/W3210206338","https://openalex.org/W3213011784","https://openalex.org/W4200422007","https://openalex.org/W4205299641","https://openalex.org/W4205325100","https://openalex.org/W4205934968","https://openalex.org/W4206054893","https://openalex.org/W4206179209","https://openalex.org/W4206431153","https://openalex.org/W4206707323","https://openalex.org/W4206762216","https://openalex.org/W4206842007","https://openalex.org/W4206843370","https://openalex.org/W4210417695","https://openalex.org/W4210516792","https://openalex.org/W4210611514","https://openalex.org/W4213201928","https://openalex.org/W4214843853","https://openalex.org/W4220831070","https://openalex.org/W4224311958","https://openalex.org/W4225424906","https://openalex.org/W4225900473","https://openalex.org/W4246202615","https://openalex.org/W4249230500","https://openalex.org/W4280570607","https://openalex.org/W4281253027","https://openalex.org/W4283068318","https://openalex.org/W4283653915","https://openalex.org/W4283748958","https://openalex.org/W4285013930","https://openalex.org/W4285118858","https://openalex.org/W4285248877","https://openalex.org/W4290960838","https://openalex.org/W4291002447","https://openalex.org/W4291298183","https://openalex.org/W4292084222","https://openalex.org/W4294310789","https://openalex.org/W4295279963","https://openalex.org/W4295837621","https://openalex.org/W4297538652","https://openalex.org/W4297548555","https://openalex.org/W4297984666","https://openalex.org/W4301495901","https://openalex.org/W4304784019","https://openalex.org/W4304892869","https://openalex.org/W4307113378","https://openalex.org/W4308126814","https://openalex.org/W4308914937","https://openalex.org/W4310248640","https://openalex.org/W4310372625","https://openalex.org/W4311970283","https://openalex.org/W4312117323","https://openalex.org/W4312818954","https://openalex.org/W4313121243","https://openalex.org/W4313291084","https://openalex.org/W4313398472","https://openalex.org/W4313627663","https://openalex.org/W4313830525","https://openalex.org/W4316469860","https://openalex.org/W4316660823","https://openalex.org/W4316660976","https://openalex.org/W4317651094","https://openalex.org/W4318827691","https://openalex.org/W4321179552","https://openalex.org/W4321499937","https://openalex.org/W4322627998","https://openalex.org/W4327624011","https://openalex.org/W4327970384","https://openalex.org/W4328053156","https://openalex.org/W4360584415","https://openalex.org/W4361297885","https://openalex.org/W4366828751","https://openalex.org/W4367299882","https://openalex.org/W4367853922","https://openalex.org/W4378418659","https://openalex.org/W4378421958","https://openalex.org/W4378469034","https://openalex.org/W4378574128","https://openalex.org/W4378806532","https://openalex.org/W4379108680","https://openalex.org/W4379619268","https://openalex.org/W4380355471","https://openalex.org/W4380995222","https://openalex.org/W4381787188","https://openalex.org/W4382135290","https://openalex.org/W4382934379","https://openalex.org/W4383989000","https://openalex.org/W4384037026","https://openalex.org/W4384284153","https://openalex.org/W4384835676","https://openalex.org/W4385144638","https://openalex.org/W4385241496","https://openalex.org/W4385324205","https://openalex.org/W4385483372","https://openalex.org/W4385756582","https://openalex.org/W4385841236","https://openalex.org/W4385888810","https://openalex.org/W4385989283","https://openalex.org/W4386147995","https://openalex.org/W4386361820","https://openalex.org/W4386367009","https://openalex.org/W4386453676","https://openalex.org/W4386709312","https://openalex.org/W4386934728","https://openalex.org/W4387047980","https://openalex.org/W4387459697","https://openalex.org/W4391403959","https://openalex.org/W4391480459","https://openalex.org/W4392593168","https://openalex.org/W4396601974","https://openalex.org/W4399800538","https://openalex.org/W4402298263","https://openalex.org/W6788860965","https://openalex.org/W6869101869","https://openalex.org/W7028438620"],"related_works":["https://openalex.org/W4412161806","https://openalex.org/W4391403959","https://openalex.org/W7164666430","https://openalex.org/W7151038967","https://openalex.org/W4380355471","https://openalex.org/W4407848225","https://openalex.org/W7159658836","https://openalex.org/W4416451194","https://openalex.org/W6998458781","https://openalex.org/W7162495490"],"abstract_inverted_index":{"Sustainable,":[0],"resilient,":[1],"and":[2,23,39,48,65,68,91,137,150,164,166,180,185,195],"efficient":[3],"Regional":[4],"Food":[5],"Supply":[6],"Chains":[7],"(RFSCs)":[8],"are":[9],"critical":[10],"to":[11,95,121,132,191],"addressing":[12],"global":[13],"challenges":[14,67,144],"such":[15],"as":[16,31],"food":[17],"security":[18],",":[19,22,135,152],"climate":[20],"change":[21],"resource":[24,87],"optimization.":[25],"Digital":[26],"Twins":[27],"(DTs)":[28],"have":[29],"emerged":[30],"powerful":[32],"tools":[33],"for":[34,45,183],"real-time":[35],"monitoring,":[36],"predictive":[37],"analysis,":[38],"process":[40,116],"optimization,":[41],"providing":[42],"actionable":[43],"insights":[44],"the":[46,66,101,104,108,128,143],"modernization":[47],"integration":[49],"of":[50,56,103,111,130,145],"RFSCs.":[51],"Our":[52],"systematic":[53],"literature":[54],"review":[55,174],"133":[57],"studies":[58],"reveals":[59],"how":[60,155],"DTs":[61,78,112,131,156,188],"can":[62,157],"transform":[63],"RFSCs":[64,190],"opportunities":[69],"associated":[70],"with":[71],"their":[72],"adoption.":[73],"The":[74],"findings":[75],"suggest":[76],"that":[77],"enhance":[79],"RFSC":[80],"management":[81],"by":[82,106],"facilitating":[83],"informed":[84],"decision-making,":[85],"improving":[86],"efficiency,":[88],"reducing":[89],"waste,":[90],"promoting":[92],"regional":[93,159,201],"resilience":[94],"external":[96],"disruptions.":[97],"This":[98,173],"work":[99],"advances":[100],"state":[102],"art":[105],"identifying":[107,127],"unique":[109],"role":[110],"in":[113,139,189],"optimizing":[114],"each":[115],"within":[117],"RFSCs,":[118,140],"from":[119],"production":[120],"consumption.":[122],"Key":[123],"contributions":[124],"include":[125],"(1)":[126],"potential":[129],"improve":[133],"sustainability":[134],"resilience,":[136],"efficiency":[138],"(2)":[141],"analyzing":[142],"DT":[146],"interoperability,":[147],"data":[148],"integration,":[149],"cybersecurity":[151],"(3)":[153],"exploring":[154],"foster":[158],"development":[160],"through":[161],"improved":[162],"traceability":[163],"logistics,":[165],"(4)":[167],"presenting":[168],"an":[169],"annotated":[170],"research":[171],"agenda.":[172],"offers":[175],"a":[176,200],"comprehensive":[177],"theoretical":[178],"framework":[179],"practical":[181],"guidance":[182],"researchers":[184],"practitioners":[186],"leveraging":[187],"create":[192],"sustainable,":[193],"human-centric,":[194],"resilient":[196],"supply":[197],"chains":[198],"at":[199],"scale.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":29},{"year":2025,"cited_by_count":6}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-04-13T00:00:00"}