{"id":"https://openalex.org/W4417262427","doi":"https://doi.org/10.48550/arxiv.2507.18330","title":"GVCCS : Ground Visible Camera Contrail Sequences","display_name":"GVCCS : Ground Visible Camera Contrail Sequences","publication_year":2025,"publication_date":"2025-07-24","ids":{"openalex":"https://openalex.org/W4417262427","doi":"https://doi.org/10.48550/arxiv.2507.18330"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2507.18330","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.18330","pdf_url":"https://arxiv.org/pdf/2507.18330","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2507.18330","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026770201","display_name":"\ufeffGabriel Jarry","orcid":"https://orcid.org/0000-0002-7294-4217"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jarry, Gabriel","raw_affiliation_strings":["Eurocontrol"],"raw_orcid":"https://orcid.org/0000-0002-7294-4217","affiliations":[{"raw_affiliation_string":"Eurocontrol","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Very, Philippe","orcid":"https://orcid.org/0009-0009-7958-1277"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Very, Philippe","raw_affiliation_strings":["Eurocontrol"],"raw_orcid":"https://orcid.org/0009-0009-7958-1277","affiliations":[{"raw_affiliation_string":"Eurocontrol","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093506299","display_name":"Philippe Very","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ballerini, Franck","raw_affiliation_strings":["Eurocontrol"],"raw_orcid":"https://orcid.org/0000-0003-0727-8649","affiliations":[{"raw_affiliation_string":"Eurocontrol","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Dalmau, Ramon","orcid":"https://orcid.org/0000-0003-3587-7331"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dalmau, Ramon","raw_affiliation_strings":["Eurocontrol"],"raw_orcid":"https://orcid.org/0000-0003-3587-7331","affiliations":[{"raw_affiliation_string":"Eurocontrol","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":false,"primary_topic":{"id":"https://openalex.org/T11524","display_name":"Advanced Aircraft Design and Technologies","score":0.5372999906539917,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11524","display_name":"Advanced Aircraft Design and Technologies","score":0.5372999906539917,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12125","display_name":"Aerospace and Aviation Technology","score":0.09070000052452087,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10347","display_name":"Atmospheric aerosols and clouds","score":0.04659999907016754,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5415999889373779},{"id":"https://openalex.org/keywords/cirrus","display_name":"Cirrus","score":0.47130000591278076},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.4408000111579895},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4189000129699707},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4075999855995178},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.3368000090122223},{"id":"https://openalex.org/keywords/climate-model","display_name":"Climate model","score":0.3273000121116638},{"id":"https://openalex.org/keywords/radiative-transfer","display_name":"Radiative transfer","score":0.3260999917984009}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7221999764442444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5848000049591064},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5415999889373779},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.501800000667572},{"id":"https://openalex.org/C2781448682","wikidata":"https://www.wikidata.org/wiki/Q1093125","display_name":"Cirrus","level":2,"score":0.47130000591278076},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.4408000111579895},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4203000068664551},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4189000129699707},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4075999855995178},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.3368000090122223},{"id":"https://openalex.org/C168754636","wikidata":"https://www.wikidata.org/wiki/Q620920","display_name":"Climate model","level":3,"score":0.3273000121116638},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.3260999917984009},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.32409998774528503},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.3231000006198883},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C14740026","wikidata":"https://www.wikidata.org/wiki/Q1136665","display_name":"Vignetting","level":3,"score":0.26840001344680786},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.2653000056743622},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2540999948978424},{"id":"https://openalex.org/C41156917","wikidata":"https://www.wikidata.org/wiki/Q682831","display_name":"Downscaling","level":3,"score":0.25029999017715454},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":6,"locations":[{"id":"pmh:oai:arXiv.org:2507.18330","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.18330","pdf_url":"https://arxiv.org/pdf/2507.18330","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2507.18330","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2507.18330","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.15743987","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15743987","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.15743988","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15743988","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.16419651","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.16419651","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.16612390","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.16612390","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2507.18330","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.18330","pdf_url":"https://arxiv.org/pdf/2507.18330","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Aviation's":[0],"climate":[1,41,251],"impact":[2,252],"includes":[3,171],"not":[4,109],"only":[5],"CO2":[6],"emissions":[7],"but":[8,43],"also":[9,184],"significant":[10],"non-CO2":[11],"effects,":[12],"especially":[13],"from":[14,72],"contrails.":[15],"These":[16],"ice":[17,64],"clouds":[18],"can":[19],"alter":[20],"Earth's":[21],"radiative":[22],"balance,":[23],"potentially":[24],"rivaling":[25],"the":[26,49,122,143,179,246],"warming":[27],"effect":[28],"of":[29,37,51,97,134,159,241],"aviation":[30],"CO2.":[31],"Physics-based":[32],"models":[33],"provide":[34],"useful":[35],"estimates":[36],"contrail":[38,98,147,192,209,234],"formation":[39,66],"and":[40,55,67,78,86,100,107,151,170,211,224,236,254],"impact,":[42],"their":[44,113],"accuracy":[45],"depends":[46],"heavily":[47],"on":[48,56],"quality":[50],"atmospheric":[52],"input":[53],"data":[54,71,132],"assumptions":[57],"used":[58,83],"to":[59,84,112],"represent":[60],"complex":[61],"processes":[62],"like":[63],"particle":[65],"humidity-driven":[68],"persistence.":[69],"Observational":[70],"remote":[73],"sensors,":[74],"such":[75],"as":[76],"satellites":[77],"ground":[79],"cameras,":[80],"could":[81],"be":[82],"validate":[85],"calibrate":[87],"these":[88,118],"models.":[89,243],"However,":[90],"existing":[91],"datasets":[92],"don't":[93],"explore":[94],"all":[95],"aspect":[96],"dynamics":[99],"formation:":[101],"they":[102],"typically":[103],"lack":[104],"temporal":[105,212],"tracking,":[106],"do":[108],"attribute":[110],"contrails":[111,135,175],"source":[114],"flights.":[115],"To":[116],"address":[117],"limitations,":[119],"we":[120,183],"present":[121],"Ground":[123],"Visible":[124],"Camera":[125],"Contrail":[126],"Sequences":[127],"(GVCCS),":[128],"a":[129,138,156,186,195,215,225],"new":[130],"open":[131],"set":[133],"recorded":[136],"with":[137],"ground-based":[139],"all-sky":[140],"camera":[141],"in":[142,214],"visible":[144],"range.":[145],"Each":[146],"is":[148],"individually":[149],"labeled":[150],"tracked":[152],"over":[153],"time,":[154],"allowing":[155],"detailed":[157],"analysis":[158,193],"its":[160],"lifecycle.":[161],"The":[162],"dataset":[163],"contains":[164],"122":[165],"video":[166],"sequences":[167],"(24,228":[168],"frames)":[169],"flight":[172],"identifiers":[173],"for":[174,191,227,248],"that":[176,199],"form":[177],"above":[178],"camera.":[180],"As":[181],"reference,":[182],"propose":[185],"unified":[187],"deep":[188],"learning":[189],"framework":[190],"using":[194],"panoptic":[196],"segmentation":[197,202,207],"model":[198,228],"performs":[200],"semantic":[201],"(contrail":[203],"pixel":[204],"identification),":[205],"instance":[206],"(individual":[208],"separation),":[210],"tracking":[213],"single":[216],"architecture.":[217],"By":[218],"providing":[219],"high-quality,":[220],"temporally":[221],"resolved":[222],"annotations":[223],"benchmark":[226],"evaluation,":[229],"our":[230],"work":[231],"supports":[232],"improved":[233],"monitoring":[235],"will":[237],"facilitate":[238],"better":[239],"calibration":[240],"physical":[242],"This":[244],"sets":[245],"groundwork":[247],"more":[249],"accurate":[250],"understanding":[253],"assessments.":[255]},"counts_by_year":[],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
