{"id":"https://openalex.org/W7225618496","doi":"https://doi.org/10.25923/1pzn-cg78","title":"Forecast-driven supply chains : Using weather and climate data to advance distribution, retail case study - supply chains","display_name":"Forecast-driven supply chains : Using weather and climate data to advance distribution, retail case study - supply chains","publication_year":2026,"publication_date":"2026-11-09","ids":{"openalex":"https://openalex.org/W7225618496","doi":"https://doi.org/10.25923/1pzn-cg78"},"language":"en","primary_location":{"id":"doi:10.25923/1pzn-cg78","doi":"https://doi.org/10.25923/1pzn-cg78","is_oa":true,"landing_page_url":"https://doi.org/10.25923/1pzn-cg78","pdf_url":null,"source":{"id":"https://openalex.org/S4377196172","display_name":"NOAA Institutional Repository","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.25923/1pzn-cg78","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160113636","display_name":"Cera Schrems","orcid":"https://orcid.org/0009-0002-0934-1752","observed_orcids":["https://orcid.org/0009-0002-0934-1752"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cera Schrems","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0002-0934-1752","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081954277","display_name":"Zachary Paganini","orcid":"https://orcid.org/0000-0002-0411-2793","observed_orcids":["https://orcid.org/0000-0002-0411-2793"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paganini, Zachary","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0411-2793","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161329966","display_name":"Vanina Waingortin","orcid":"https://orcid.org/0009-0007-7257-0458","observed_orcids":["https://orcid.org/0009-0007-7257-0458"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Waingortin, Vanina","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0007-7257-0458","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161329906","display_name":"Alexandria Smith","orcid":"https://orcid.org/0009-0007-4493-4752","observed_orcids":["https://orcid.org/0009-0007-4493-4752"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Smith, Alexandria","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0007-4493-4752","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147444730","display_name":"Margaret Coates","orcid":"https://orcid.org/0009-0009-5821-4494","observed_orcids":["https://orcid.org/0009-0009-5821-4494"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Coates, Margaret","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0009-5821-4494","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161330885","display_name":"Jennifer Cox","orcid":"https://orcid.org/0009-0006-4967-0023","observed_orcids":["https://orcid.org/0009-0006-4967-0023"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cox, Jennifer","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0006-4967-0023","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161362058","display_name":"Bridget Smith","orcid":"https://orcid.org/0009-0007-5937-0750","observed_orcids":["https://orcid.org/0009-0007-5937-0750"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Smith, Bridget","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0007-5937-0750","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5026251313","display_name":"Jenny Dissen","orcid":"https://orcid.org/0000-0002-8087-6859","observed_orcids":["https://orcid.org/0000-0002-8087-6859"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Parmar Dissen, Jenny","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8087-6859","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9355000257492065,"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"}},"topics":[{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9355000257492065,"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"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.041099999099969864,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14121","display_name":"Business Logistics and Inventory Control","score":0.0071000000461936,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/distribution-logistics","display_name":"distribution logistics","score":0.527999997138977},{"id":"https://openalex.org/keywords/retail-supply-chain","display_name":"retail supply chain","score":0.7310000061988831},{"id":"https://openalex.org/keywords/hurricane-season","display_name":"hurricane season","score":0.5270000100135803},{"id":"https://openalex.org/keywords/perishable-products","display_name":"perishable goods","score":0.859000027179718},{"id":"https://openalex.org/keywords/emergency-supplies","display_name":"emergency supplies","score":0.7239999771118164},{"id":"https://openalex.org/keywords/winter-storms","display_name":"winter storms","score":0.625}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7840999960899353},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6266000270843506},{"id":"https://openalex.org/C105306849","wikidata":"https://www.wikidata.org/wiki/Q81054","display_name":"Storm","level":2,"score":0.5259000062942505},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.42480000853538513},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4165000021457672},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.3905999958515167},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.3601999878883362},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.34619998931884766},{"id":"https://openalex.org/C199185054","wikidata":"https://www.wikidata.org/wiki/Q552299","display_name":"Chain (unit)","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.2903999984264374},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2870999872684479},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2809000015258789},{"id":"https://openalex.org/C2781463594","wikidata":"https://www.wikidata.org/wiki/Q1229659","display_name":"Distribution center","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.27489998936653137},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.2705000042915344},{"id":"https://openalex.org/C196937547","wikidata":"https://www.wikidata.org/wiki/Q75079023","display_name":"Winter storm","level":3,"score":0.26669999957084656},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.26589998602867126},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2619999945163727},{"id":"https://openalex.org/C205537798","wikidata":"https://www.wikidata.org/wiki/Q1277161","display_name":"Extreme weather","level":3,"score":0.2612000107765198},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25923/1pzn-cg78","doi":"https://doi.org/10.25923/1pzn-cg78","is_oa":true,"landing_page_url":"https://doi.org/10.25923/1pzn-cg78","pdf_url":null,"source":{"id":"https://openalex.org/S4377196172","display_name":"NOAA Institutional Repository","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.25923/1pzn-cg78","doi":"https://doi.org/10.25923/1pzn-cg78","is_oa":true,"landing_page_url":"https://doi.org/10.25923/1pzn-cg78","pdf_url":null,"source":{"id":"https://openalex.org/S4377196172","display_name":"NOAA Institutional Repository","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.5351999998092651,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2282762876","https://openalex.org/W3045448971","https://openalex.org/W2121309032","https://openalex.org/W2744352829","https://openalex.org/W1981644937","https://openalex.org/W2948898555","https://openalex.org/W2263260198","https://openalex.org/W1859979926","https://openalex.org/W2962888657","https://openalex.org/W7043766960"],"abstract_inverted_index":{"Every":[0],"year,":[1],"logistics":[2],"and":[3,11,26,40,59],"transportation":[4],"managers":[5],"grapple":[6],"with":[7],"balancing":[8],"efficiency,":[9],"safety,":[10],"their":[12],"bottom":[13],"line.":[14],"When":[15],"experts":[16],"predict":[17],"a":[18],"strong":[19],"hurricane":[20],"season,":[21],"or":[22,33,66],"when":[23],"wildfires,":[24],"flooding,":[25],"winter":[27,90],"storms":[28],"close":[29],"off":[30],"shipping,":[31],"rail":[32],"trucking":[34],"routes":[35,58],"throughout":[36],"the":[37,63,73],"country,":[38],"planners":[39],"distributors":[41],"must":[42],"answer":[43],"questions":[44],"like:":[45],"How":[46],"similar":[47],"will":[48],"this":[49,82],"event":[50],"be":[51],"to":[52,77,87,92,96],"prior":[53],"events?":[54],"What":[55],"are":[56],"alternate":[57],"options":[60],"that":[61],"protect":[62],"specialty":[64],"inventory":[65],"perishable":[67],"goods?":[68],"Which":[69],"distribution":[70],"center":[71],"in":[72],"area":[74],"is":[75],"safest":[76],"send":[78],"emergency":[79],"supplies":[80],"during":[81],"hurricane?":[83],"Are":[84],"we":[85],"prepared":[86],"push":[88],"out":[89],"merchandise":[91],"stores":[93],"early":[94],"due":[95],"an":[97],"unseasonably":[98],"cold":[99],"November?":[100]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-10T00:00:00"}
