{"id":"https://openalex.org/W7222881174","doi":"https://doi.org/10.5281/zenodo.23445710","title":"Snowfall in the News, 2019\u20132026: Seasonality, Geography and Tone of Global Coverage of Snowfall, Snowstorms and Blizzards, and How It Compares with Research and Invention","display_name":"Snowfall in the News, 2019\u20132026: Seasonality, Geography and Tone of Global Coverage of Snowfall, Snowstorms and Blizzards, and How It Compares with Research and Invention","publication_year":2026,"publication_date":"2026-10-18","ids":{"openalex":"https://openalex.org/W7222881174","doi":"https://doi.org/10.5281/zenodo.23445710"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23445710","doi":"https://doi.org/10.5281/zenodo.23445710","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23445710","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23445710","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134814340","display_name":"Narendra Kumar","orcid":"https://orcid.org/0000-0002-5879-2077","observed_orcids":["https://orcid.org/0000-0002-5879-2077","https://orcid.org/0009-0001-7468-6100"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kumar, Narendra","raw_affiliation_strings":["Fliar BI"],"raw_orcid":"https://orcid.org/0009-0001-7468-6100","affiliations":[{"raw_affiliation_string":"Fliar BI","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5134814340"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.94934898,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"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/T11488","display_name":"Climate Change Communication and Perception","score":0.430400013923645,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11488","display_name":"Climate Change Communication and Perception","score":0.430400013923645,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13625","display_name":"Journalism and Media Studies","score":0.17659999430179596,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10133","display_name":"Media Studies and Communication","score":0.16030000150203705,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.8177000284194946},{"id":"https://openalex.org/C196937547","wikidata":"https://www.wikidata.org/wiki/Q75079023","display_name":"Winter storm","level":3,"score":0.6703000068664551},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5759999752044678},{"id":"https://openalex.org/C2780583480","wikidata":"https://www.wikidata.org/wiki/Q1366327","display_name":"Tone (literature)","level":2,"score":0.5390999913215637},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.4447999894618988},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.43320000171661377},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.32899999618530273},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.2856999933719635},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2768999934196472},{"id":"https://openalex.org/C109167261","wikidata":"https://www.wikidata.org/wiki/Q5421955","display_name":"Fell","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C2781291010","wikidata":"https://www.wikidata.org/wiki/Q178580","display_name":"Period (music)","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.25110000371932983}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23445710","doi":"https://doi.org/10.5281/zenodo.23445710","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23445710","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.23445711","doi":"https://doi.org/10.5281/zenodo.23445711","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23445711","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23445710","doi":"https://doi.org/10.5281/zenodo.23445710","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23445710","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0],"measure":[1],"how":[2],"snowfall,":[3],"snowstorms":[4],"and":[5,24,33,59,63,84,86,129,154,157,169,184,241,255,265],"blizzards":[6],"were":[7,220],"covered":[8],"in":[9,56,90,93,99,192,200,209,262],"a":[10,143,229,232],"global":[11],"news":[12,73,126],"index":[13],"from":[14,75,246],"January":[15,58,100,106],"2019":[16,83],"to":[17,77,248],"July":[18,62],"2026,":[19,101],"using":[20],"84,266":[21],"de-duplicated":[22],"articles,":[23,204],"set":[25],"that":[26],"coverage":[27,54],"beside":[28],"2,068":[29],"research":[30],"papers":[31,244,252],"(2015\u20132025)":[32],"435":[34],"patent":[35],"families":[36,258],"(2015\u20132024)":[37],"on":[38],"the":[39,102,105,137,162,224],"same":[40],"subject.":[41],"Six":[42],"results":[43],"stand":[44],"out:":[45],"Seasonality.":[46],"On":[47],"average":[48],"59.76%":[49],"of":[50,72,104,123,187,202,214,223,270],"each":[51],"year's":[52],"snowfall":[53,125,188,218],"appears":[55,199],"December,":[57],"February.":[60],"June,":[61],"August":[64],"hold":[65],"5.57%.":[66],"Attention,":[67],"not":[68,178],"occurrence.":[69],"Snowfall's":[70],"share":[71,97],"ranged":[74],"4.08":[76],"7.97":[78],"articles":[79,114,189],"per":[80,115,250],"10,000":[81,251],"between":[82,253],"2025,":[85],"was":[87],"39.4%":[88],"lower":[89],"2025":[91],"than":[92],"2019.":[94],"Its":[95],"monthly":[96],"peaked":[98],"month":[103],"23\u201327":[107],"North":[108],"American":[109],"winter":[110],"storm,":[111],"at":[112],"26.53":[113],"10,000.":[116],"Geography.":[117],"The":[118],"United":[119,163],"States":[120],"holds":[121],"54.77%":[122],"located":[124],"(lift":[127,132],"1.13)":[128],"India":[130],"23.08%":[131],"1.75).":[133],"Nepal":[134],"(3.61)":[135],"is":[136,145],"most":[138],"over-represented":[139],"country;":[140],"Europe":[141],"as":[142],"whole":[144],"under-represented":[146],"(0.62).":[147],"Within":[148],"India,":[149],"Himachal":[150],"Pradesh":[151],"(27.45),":[152],"Jammu":[153],"Kashmir":[155],"(10.45)":[156],"Sikkim":[158],"(10.34)":[159],"lead;":[160],"within":[161],"States,":[164],"Nebraska":[165],"(3.55),":[166],"Maine":[167],"(3.16)":[168],"Colorado":[170],"(3.04)":[171],"lead":[172],"among":[173],"states":[174],"whose":[175],"tags":[176],"are":[177,190,259],"distorted":[179],"by":[180],"place-name":[181],"errors.":[182],"Tone":[183],"themes.":[185],"67%":[186],"negative":[191],"tone":[193],"(all":[194],"news:":[195],"33.6%).":[196],"Travel":[197],"disruption":[198],"21.22%":[201],"themed":[203],"150.47":[205],"times":[206],"its":[207],"rate":[208],"all":[210],"news.":[211],"Measurement.":[212],"21.24%":[213],"raw":[215],"matches":[216],"for":[217],"vocabulary":[219],"other":[221],"senses":[222],"words":[225],"(a":[226],"video-game":[227],"company,":[228],"hacking":[230],"group,":[231],"television":[233],"series),":[234],"figurative":[235],"uses":[236],"or":[237],"templated":[238],"alerts.":[239],"Research":[240],"invention.":[242],"Snowfall":[243],"fell":[245],"0.34":[247],"0.23":[249],"2015":[254],"2025.":[256],"Patent":[257],"few":[260],"(435":[261],"ten":[263],"years),":[264],"China's":[266],"office":[267],"held":[268],"65.9%":[269],"their":[271],"filings.":[272]},"counts_by_year":[],"updated_date":"2026-10-19T09:35:57.686232","created_date":"2026-10-19T00:00:00"}
