{"id":"https://openalex.org/W7224939305","doi":"https://doi.org/10.1186/s40550-026-00170-0","title":"Climate change and microbiological food safety management: the role of in-silico tools","display_name":"Climate change and microbiological food safety management: the role of in-silico tools","publication_year":2026,"publication_date":"2026-10-31","ids":{"openalex":"https://openalex.org/W7224939305","doi":"https://doi.org/10.1186/s40550-026-00170-0"},"language":"en","primary_location":{"id":"doi:10.1186/s40550-026-00170-0","doi":"https://doi.org/10.1186/s40550-026-00170-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40550-026-00170-0","pdf_url":"https://link.springer.com/content/pdf/10.1186/s40550-026-00170-0.pdf","source":{"id":"https://openalex.org/S4387291159","display_name":"Food Safety and Risk","issn_l":"2731-9245","issn":["2731-9245"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","russia-white-list-1","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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":"Food Safety and Risk","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1186/s40550-026-00170-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009435063","display_name":"Rodney J. Feliciano","orcid":"https://orcid.org/0000-0003-4673-3210","observed_orcids":["https://orcid.org/0000-0003-4673-3210"]},"institutions":[{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210157468","display_name":"Oniris","ror":"https://ror.org/05q0ncs32","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210157468"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rodney J. Feliciano","raw_affiliation_strings":["Secalim, Oniris VetAgroBio, INRAE, Secalim, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Secalim, Oniris VetAgroBio, INRAE, Secalim, France","institution_ids":["https://openalex.org/I4210088668","https://openalex.org/I4210157468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053905015","display_name":"Ahmadou Sylla","orcid":"https://orcid.org/0009-0008-3111-0604","observed_orcids":["https://orcid.org/0009-0008-3111-0604"]},"institutions":[{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210157468","display_name":"Oniris","ror":"https://ror.org/05q0ncs32","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210157468"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmadou Sylla","raw_affiliation_strings":["Secalim, Oniris VetAgroBio, INRAE, Secalim, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Secalim, Oniris VetAgroBio, INRAE, Secalim, France","institution_ids":["https://openalex.org/I4210088668","https://openalex.org/I4210157468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014451198","display_name":"Jeanne\u2010Marie Membr\u00e9","orcid":"https://orcid.org/0000-0001-6751-4426","observed_orcids":["https://orcid.org/0000-0001-6751-4426"]},"institutions":[{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210157468","display_name":"Oniris","ror":"https://ror.org/05q0ncs32","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210157468"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Jeanne-Marie Membr\u00e9","raw_affiliation_strings":["Secalim, Oniris VetAgroBio, INRAE, Secalim, France"],"raw_orcid":"https://orcid.org/0000-0001-6751-4426","affiliations":[{"raw_affiliation_string":"Secalim, Oniris VetAgroBio, INRAE, Secalim, France","institution_ids":["https://openalex.org/I4210088668","https://openalex.org/I4210157468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043398513","display_name":"Louis Delaunay","orcid":"https://orcid.org/0009-0001-4092-7041","observed_orcids":["https://orcid.org/0009-0001-4092-7041"]},"institutions":[{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210157468","display_name":"Oniris","ror":"https://ror.org/05q0ncs32","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210157468"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Louis Delaunay","raw_affiliation_strings":["Secalim, Oniris VetAgroBio, INRAE, Secalim, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Secalim, Oniris VetAgroBio, INRAE, Secalim, France","institution_ids":["https://openalex.org/I4210088668","https://openalex.org/I4210157468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014451198"],"corresponding_institution_ids":["https://openalex.org/I4210088668","https://openalex.org/I4210157468"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84282725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11957","display_name":"Food Safety and Hygiene","score":0.4221000075340271,"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/T11957","display_name":"Food Safety and Hygiene","score":0.4221000075340271,"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/T10900","display_name":"Listeria monocytogenes in Food Safety","score":0.24779999256134033,"subfield":{"id":"https://openalex.org/subfields/1305","display_name":"Biotechnology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11455","display_name":"Microbial Inactivation Methods","score":0.04309999942779541,"subfield":{"id":"https://openalex.org/subfields/1305","display_name":"Biotechnology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/climate-change","display_name":"climate change","score":0.9980000257492065},{"id":"https://openalex.org/keywords/microbiological-food-safety","display_name":"microbiological food safety","score":0.9610000252723694},{"id":"https://openalex.org/keywords/food-safety-management","display_name":"food safety management","score":0.8619999885559082},{"id":"https://openalex.org/keywords/in-silico-tools","display_name":"in silico tools","score":0.8809999823570251},{"id":"https://openalex.org/keywords/foodborne-pathogens","display_name":"foodborne pathogens","score":0.7459999918937683}],"concepts":[{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5636000037193298},{"id":"https://openalex.org/C516717267","wikidata":"https://www.wikidata.org/wiki/Q909821","display_name":"Food safety","level":2,"score":0.5069000124931335},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.42829999327659607},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3846000134944916},{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.38040000200271606},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3637999892234802},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.33090001344680786},{"id":"https://openalex.org/C88199923","wikidata":"https://www.wikidata.org/wiki/Q627371","display_name":"Food processing","level":2,"score":0.32199999690055847},{"id":"https://openalex.org/C526734887","wikidata":"https://www.wikidata.org/wiki/Q832237","display_name":"Environmental protection","level":1,"score":0.29179999232292175},{"id":"https://openalex.org/C2992402296","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food supply","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.27619999647140503},{"id":"https://openalex.org/C74893574","wikidata":"https://www.wikidata.org/wiki/Q5465532","display_name":"Food systems","level":4,"score":0.2639000117778778},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.2603999972343445}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1186/s40550-026-00170-0","doi":"https://doi.org/10.1186/s40550-026-00170-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40550-026-00170-0","pdf_url":"https://link.springer.com/content/pdf/10.1186/s40550-026-00170-0.pdf","source":{"id":"https://openalex.org/S4387291159","display_name":"Food Safety and Risk","issn_l":"2731-9245","issn":["2731-9245"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","russia-white-list-1","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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":"Food Safety and Risk","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/s40550-026-00170-0","doi":"https://doi.org/10.1186/s40550-026-00170-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40550-026-00170-0","pdf_url":"https://link.springer.com/content/pdf/10.1186/s40550-026-00170-0.pdf","source":{"id":"https://openalex.org/S4387291159","display_name":"Food Safety and Risk","issn_l":"2731-9245","issn":["2731-9245"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","russia-white-list-1","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"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":"Food Safety and Risk","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.5666999816894531}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224939305.pdf","grobid_xml":"https://content.openalex.org/works/W7224939305.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W62395445","https://openalex.org/W297774234","https://openalex.org/W350063387","https://openalex.org/W1692465622","https://openalex.org/W1748537427","https://openalex.org/W1980362501","https://openalex.org/W2022881143","https://openalex.org/W2023417234","https://openalex.org/W2053467316","https://openalex.org/W2120057535","https://openalex.org/W2724099677","https://openalex.org/W2934599455","https://openalex.org/W2978470405","https://openalex.org/W3037005139","https://openalex.org/W3049187845","https://openalex.org/W3150552959","https://openalex.org/W3153264094","https://openalex.org/W3192126253","https://openalex.org/W3197724937","https://openalex.org/W4220799811","https://openalex.org/W4243519073","https://openalex.org/W4298149195","https://openalex.org/W4311237927","https://openalex.org/W4312084143","https://openalex.org/W4312095714","https://openalex.org/W4321766373","https://openalex.org/W4381470394","https://openalex.org/W4390128391","https://openalex.org/W4390885803","https://openalex.org/W4399364165","https://openalex.org/W4404298296","https://openalex.org/W4407573497","https://openalex.org/W4414114153","https://openalex.org/W7135405300","https://openalex.org/W7166296631","https://openalex.org/W7166860505","https://openalex.org/W7169881181"],"related_works":["https://openalex.org/W3112013234","https://openalex.org/W7045386569","https://openalex.org/W7127787998","https://openalex.org/W3187969453","https://openalex.org/W2526141297","https://openalex.org/W1490520110","https://openalex.org/W2403885290","https://openalex.org/W3088406290","https://openalex.org/W2791633646","https://openalex.org/W7099353918"],"abstract_inverted_index":{"The":[0,34,58,72,102,124,162],"link":[1],"between":[2],"climate":[3,56],"change":[4],"and":[5,30,82,99,116,119,138,141,165,173,187,203,218,230],"public":[6],"health":[7],"risks":[8],"due":[9],"to":[10,21,28,41,66,88,110,132,149,176,235],"pathogenic":[11],"microorganisms":[12],"has":[13],"now":[14],"been":[15,61],"established,":[16],"but":[17,170],"it":[18],"remains":[19],"crucial":[20],"put":[22],"in":[23,52,135,155,196],"place":[24],"food":[25,49,157,184],"safety":[26,50,158,185],"measures":[27],"mitigate":[29],"control":[31],"these":[32],"risks.":[33],"objective":[35],"of":[36,55,84,182,198,205,220,228,233],"this":[37],"Perspective":[38],"paper":[39],"is":[40],"present":[42],"in-silico":[43],"tools":[44,59,167],"that":[45],"can":[46,120,174],"facilitate":[47],"microbiological":[48,94,156,183],"management":[51,85,186],"the":[53,80,209,216,221,231,237],"context":[54],"change.":[57],"have":[60],"illustrated":[62],"with":[63],"recent":[64],"studies":[65],"make":[67],"their":[68,144,152,240],"applications":[69,154],"more":[70],"tangible.":[71],"first":[73],"tool,":[74,210],"Multi-Criteria":[75],"Decision":[76],"Analysis":[77],"(MCDA),":[78],"supports":[79],"comparison":[81],"ranking":[83],"options":[86],"according":[87],"multiple":[89],"criteria,":[90],"including":[91],"for":[92],"instance":[93],"risk":[95],"mitigation,":[96],"environmental":[97,115],"impact":[98],"stakeholder":[100],"acceptability.":[101],"second,":[103],"predictive":[104],"microbiology":[105],"(PM),":[106],"uses":[107,129],"mathematical":[108],"models":[109],"simulate":[111],"microbial":[112],"behaviour":[113],"under":[114],"process":[117],"conditions":[118],"support":[121,139,178],"scenario":[122],"analysis.":[123],"third,":[125],"machine":[126],"learning":[127],"(ML),":[128],"data-driven":[130],"algorithms":[131],"identify":[133],"patterns":[134],"large":[136],"datasets":[137],"prediction":[140],"classification.":[142],"Although":[143],"underlying":[145],"methodologies":[146],"are":[147],"established":[148],"varying":[150],"extents,":[151],"climate-related":[153],"remain":[159],"predominantly":[160],"research-based.":[161],"MCDA,":[163],"PM":[164],"ML":[166],"perform":[168],"distinct":[169],"complementary":[171],"functions":[172],"contribute":[175],"decision":[177],"at":[179],"different":[180,191],"stages":[181],"be":[188],"adopted":[189],"by":[190],"stakeholders.":[192],"Nevertheless,":[193],"they":[194],"differ":[195],"terms":[197],"methodological":[199],"complexity,":[200],"data":[201],"requirements":[202],"degree":[204],"operational":[206],"implementation.":[207],"Whatever":[208],"its":[211],"added":[212],"value":[213],"depends":[214],"on":[215],"quality":[217],"representativeness":[219],"available":[222],"data,":[223],"model":[224],"validity,":[225],"appropriate":[226],"consideration":[227],"uncertainty,":[229],"ability":[232],"users":[234],"interpret":[236],"outputs":[238],"within":[239],"intended":[241],"context.":[242]},"counts_by_year":[],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2026-10-31T00:00:00"}
