{"id":"https://openalex.org/W6948861315","doi":"https://doi.org/10.5281/zenodo.10616434","title":"Ceilometer measurements dataset","display_name":"Ceilometer measurements dataset","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W6948861315","doi":"https://doi.org/10.5281/zenodo.10616434"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.10616434","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10616434","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,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.10616434","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Chisari, Alessio Barbaro","orcid":"https://orcid.org/0000-0002-7831-382X"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chisari, Alessio Barbaro","raw_affiliation_strings":["University of Catania"],"raw_orcid":"https://orcid.org/0000-0002-7831-382X","affiliations":[{"raw_affiliation_string":"University of Catania","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Guarnera, Luca","orcid":"https://orcid.org/0000-0001-8315-351X"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guarnera, Luca","raw_affiliation_strings":["University of Catania"],"raw_orcid":"https://orcid.org/0000-0001-8315-351X","affiliations":[{"raw_affiliation_string":"University of Catania","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ortis, Alessandro","orcid":"https://orcid.org/0000-0003-3461-4679"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ortis, Alessandro","raw_affiliation_strings":["University of Catania"],"raw_orcid":"https://orcid.org/0000-0003-3461-4679","affiliations":[{"raw_affiliation_string":"University of Catania","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Patatu, Wladimiro Carlo","orcid":"https://orcid.org/0009-0005-4095-4903"},"institutions":[{"id":"https://openalex.org/I4210166347","display_name":"S.P.E.C.I.E.S.","ror":"https://ror.org/05tgamw04","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210166347"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patatu, Wladimiro Carlo","raw_affiliation_strings":["EHT S.C.p.A"],"raw_orcid":"https://orcid.org/0009-0005-4095-4903","affiliations":[{"raw_affiliation_string":"EHT S.C.p.A","institution_ids":["https://openalex.org/I4210166347"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Battiato, Sebastiano","orcid":"https://orcid.org/0000-0001-6127-2470"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Battiato, Sebastiano","raw_affiliation_strings":["University of Catania"],"raw_orcid":"https://orcid.org/0000-0001-6127-2470","affiliations":[{"raw_affiliation_string":"University of Catania","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":null,"display_name":"Giuffrida, Mario Valerio","orcid":"https://orcid.org/0000-0002-5232-677X"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giuffrida, Mario Valerio","raw_affiliation_strings":["University of Nottingham"],"raw_orcid":"https://orcid.org/0000-0002-5232-677X","affiliations":[{"raw_affiliation_string":"University of Nottingham","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.11100000143051147,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},"topics":[{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.11100000143051147,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.08640000224113464,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T13124","display_name":"Chemical synthesis and alkaloids","score":0.053599998354911804,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ceilometer","display_name":"Ceilometer","score":0.9656000137329102},{"id":"https://openalex.org/keywords/backscatter","display_name":"Backscatter (email)","score":0.866599977016449},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42410001158714294},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.35199999809265137},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.32899999618530273},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.3012000024318695}],"concepts":[{"id":"https://openalex.org/C189680139","wikidata":"https://www.wikidata.org/wiki/Q1027486","display_name":"Ceilometer","level":3,"score":0.9656000137329102},{"id":"https://openalex.org/C30354325","wikidata":"https://www.wikidata.org/wiki/Q204667","display_name":"Backscatter (email)","level":3,"score":0.866599977016449},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6087999939918518},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5952000021934509},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42410001158714294},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.35199999809265137},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.32899999618530273},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.3012000024318695},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C31462909","wikidata":"https://www.wikidata.org/wiki/Q1045782","display_name":"Scatter plot","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C167651023","wikidata":"https://www.wikidata.org/wiki/Q1474611","display_name":"Plot (graphics)","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C68709404","wikidata":"https://www.wikidata.org/wiki/Q1134475","display_name":"Flux (metallurgy)","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.257099986076355},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2542000114917755},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.10616434","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10616434","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,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.10616434","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10616434","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,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"dataset":[1,235,282],"contains":[2,255],"images":[3],"obtained":[4,188],"by":[5,261],"appropriate":[6],"transformation":[7],"of":[8,53,61,80,88,112,126,133,141,147,160,172,176,195,223,242,280],"cloud":[9,70],"detections":[10],"from":[11,22,153,305],"a":[12,30,85,166,201,310],"ceilometer":[13,34,44],"located":[14],"in":[15,55,117,285],"San":[16],"Giovanni":[17],"La":[18],"Punta":[19],"(Catania,":[20],"Italy),":[21],"January":[23],"2023":[24],"to":[25,67,97,157,232,264],"mid-March":[26],"2023.":[27],"We":[28,164,228],"used":[29,96,260],"Lufft":[31],"CHM":[32],"15k":[33],"that":[35],"leverages":[36],"Light":[37],"Detection":[38,304],"and":[39,109,174,214,226,297,315],"Ranging":[40],"(LiDAR)":[41],"technology.":[42],"The":[43,124,197,253],"took":[45],"measurements":[46,173],"every":[47,182],"15":[48],"seconds":[49],"quantifying":[50],"the":[51,56,62,69,78,89,93,104,107,110,113,118,122,127,131,134,150,154,158,234,244,248,257,262,281,302],"concentration":[52],"particles":[54,115],"atmosphere.":[57],"By":[58],"taking":[59],"advantage":[60],"reflection,":[63],"it":[64],"is":[65,200],"possible":[66],"determine":[68],"layer":[71],"coverage.":[72],"Once":[73,207],"raw":[74],"data":[75],"was":[76],"collected,":[77],"variables":[79,94],"interest":[81],"were":[82,178],"scaled":[83],"using":[84,230,243,288],"normalisation":[86],"factor":[87],"lidar-based":[90],"ceilometer.":[91],"All":[92],"are":[95,210,220],"generate":[98],"backscatter":[99,119,167,190],"profiles.":[100],"Specifically,":[101],"we":[102,187],"plot":[103,128],"time":[105],"on":[106,121,130,269],"x-axis":[108],"height":[111],"measured":[114,135],"(contained":[116],"coefficient)":[120],"y-axis.":[123],"colour":[125],"depends":[129],"intensity":[132],"particle:":[136],"intense":[137,145],"blue":[138],"means":[139,144],"absence":[140],"particulate;":[142],"red":[143],"presence":[146],"particulate.":[148],"Numerically,":[149],"scale":[151],"goes":[152],"value":[155,159],"0":[156],"5":[161],"\u00b7":[162],"10\u22126.":[163],"generated":[165],"profile":[168],"for":[169,181,192,277],"each":[170,175,193,217],"day":[171,194],"these":[177],"further":[179],"divided":[180],"hour.":[183],"In":[184],"this":[185,270,286,289],"way,":[186],"24":[189],"profiles":[191],"observation.":[196],"file":[198,202],"uploaded":[199],"with":[203],"'.":[204],"ZIP'":[205],"extension.":[206],"extracted,":[208],"there":[209,219],"two":[211,221],"folders:":[212],"train":[213],"test.":[215],"For":[216,239],"folder,":[218],"classes":[222],"images:":[224],"true":[225],"false.":[227],"suggest":[229],"'ImageFolder'":[231],"use":[233,279],"(see":[236],"reference:":[237],"https://pytorch.org/vision/main/generated/torchvision.datasets.ImageFolder.html)":[238],"an":[240],"example":[241],"dataset,":[245],"please":[246],"visit":[247],"following":[249],"authors'":[250],"repository:":[251],"https://github.com/alessiochisari/CeilometerDatasetBenchmark":[252],"repository":[254,287],"all":[256],"Jupyter":[258],"Notebooks":[259],"authors":[263],"benchmark":[265],"five":[266],"state-of-the-art":[267],"models":[268],"new":[271],"dataset.":[272],"Please":[273],"cite":[274],"our":[275],"work":[276],"any":[278],"or":[283],"code":[284],"citation:":[290],"@inproceedings{chisari2024,":[291],"author":[292],"=":[293,300,318,329],"{Alessio":[294],"Barbaro":[295],"Chisari":[296],"others},":[298],"title":[299],"{On":[301],"Cloud":[303],"Backscattered":[306],"Images":[307],"Generated":[308],"From":[309],"Lidar-Based":[311],"Ceilometer:":[312],"Current":[313],"State":[314],"Opportunities},":[316],"booktitle":[317],"{{IEEE}":[319],"{ICIP}":[320],"2024,":[321],"Abu":[322],"Dhabi,":[323],"UAE,":[324],"October":[325],"27-30,":[326],"2024},":[327],"year":[328],"{2024}":[330],"}":[331]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}