{"id":"https://openalex.org/W6911951458","doi":"https://doi.org/10.5281/zenodo.15070941","title":"Fire-D: Analysis and ML-Ready NASA-Centric Remote Sensing of Wildfire and Smoke","display_name":"Fire-D: Analysis and ML-Ready NASA-Centric Remote Sensing of Wildfire and Smoke","publication_year":2025,"publication_date":"2025-03-23","ids":{"openalex":"https://openalex.org/W6911951458","doi":"https://doi.org/10.5281/zenodo.15070941"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15070941","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15070941","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":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.15070941","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Chen, Yuzhou","orcid":"https://orcid.org/0000-0001-7945-7940"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Yuzhou","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7945-7940","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"LaHaye, Nicholas","orcid":"https://orcid.org/0000-0001-6584-7315"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]},{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"LaHaye, Nicholas","raw_affiliation_strings":["Jet Propulsion Laboratory","California Institute of Technology"],"raw_orcid":"https://orcid.org/0000-0001-6584-7315","affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"California Institute of Technology","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Choi, Jae Won","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Choi, Jae Won","raw_affiliation_strings":["The University of Texas at Dallas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhen, Zhiwei","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhen, Zhiwei","raw_affiliation_strings":["The University of Texas at Dallas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Davis, Philip E.","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I4210090500","display_name":"Office of Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210090500"]},{"id":"https://openalex.org/I4210141383","display_name":"Scientific Computing Associates (United States)","ror":"https://ror.org/03vmxd681","country_code":"US","type":"company","lineage":["https://openalex.org/I4210141383"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Davis, Philip E.","raw_affiliation_strings":["Scientific Computing Institute","University of Utah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scientific Computing Institute","institution_ids":["https://openalex.org/I4210090500","https://openalex.org/I4210141383"]},{"raw_affiliation_string":"University of Utah","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lee, Huikyo","orcid":"https://orcid.org/0000-0003-3754-3204"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lee, Huikyo","raw_affiliation_strings":["Jet Propulsion Laboratory"],"raw_orcid":"https://orcid.org/0000-0003-3754-3204","affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Parashar, Manish","orcid":"https://orcid.org/0000-0003-0983-7408"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I4210090500","display_name":"Office of Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210090500"]},{"id":"https://openalex.org/I4210141383","display_name":"Scientific Computing Associates (United States)","ror":"https://ror.org/03vmxd681","country_code":"US","type":"company","lineage":["https://openalex.org/I4210141383"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Parashar, Manish","raw_affiliation_strings":["Scientific Computing Institute","University of Utah"],"raw_orcid":"https://orcid.org/0000-0003-0983-7408","affiliations":[{"raw_affiliation_string":"Scientific Computing Institute","institution_ids":["https://openalex.org/I4210090500","https://openalex.org/I4210141383"]},{"raw_affiliation_string":"University of Utah","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gel, Yulia R.","orcid":"https://orcid.org/0000-0002-4500-6495"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gel, Yulia R.","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4500-6495","affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Zagvozdkin, Andrei","orcid":"https://orcid.org/0009-0003-1693-9821"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zagvozdkin, Andrei","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0003-1693-9821","affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"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":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.555400013923645},{"id":"https://openalex.org/keywords/radiance","display_name":"Radiance","score":0.5160999894142151},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.4715999960899353},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.46799999475479126},{"id":"https://openalex.org/keywords/seawifs","display_name":"SeaWiFS","score":0.44200000166893005},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41339999437332153},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.3950999975204468},{"id":"https://openalex.org/keywords/weather-satellite","display_name":"Weather satellite","score":0.3817000091075897},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.3790999948978424}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.8105999827384949},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.555400013923645},{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.5160999894142151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4966999888420105},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.4715999960899353},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.46799999475479126},{"id":"https://openalex.org/C117082904","wikidata":"https://www.wikidata.org/wiki/Q2261857","display_name":"SeaWiFS","level":4,"score":0.44200000166893005},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4296000003814697},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41339999437332153},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.3950999975204468},{"id":"https://openalex.org/C141505278","wikidata":"https://www.wikidata.org/wiki/Q209363","display_name":"Weather satellite","level":3,"score":0.3817000091075897},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.3790999948978424},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3686000108718872},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.3458000123500824},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.32359999418258667},{"id":"https://openalex.org/C87456703","wikidata":"https://www.wikidata.org/wiki/Q247760","display_name":"Radiometry","level":2,"score":0.32019999623298645},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C80368990","wikidata":"https://www.wikidata.org/wiki/Q3046459","display_name":"Earth system science","level":2,"score":0.29820001125335693},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2743000090122223},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C60478076","wikidata":"https://www.wikidata.org/wiki/Q3036835","display_name":"Reference data","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.25690001249313354},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.2538999915122986},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.25270000100135803},{"id":"https://openalex.org/C2987528665","wikidata":"https://www.wikidata.org/wiki/Q854845","display_name":"Earth observation satellite","level":3,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.15070941","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15070941","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":"doi:10.5281/zenodo.15070941","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15070941","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":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":{"Earth":[0,45,73],"science":[1,46,315],"remote":[2,47,87],"sensing":[3,48],"imagery":[4,200],"is":[5,60,372,381],"rich":[6,68],"in":[7,86,152,347,367,373,382,393,415,444,458],"structural":[8],"and":[9,65,93,111,118,125,132,136,148,164,171,183,193,210,265,277,293,307,323,361,378,389,397,404,413,420,429,432,441,453],"spectral":[10,290],"information,":[11],"making":[12],"such":[13,97],"data":[14,49,75,98,115,247,251,261,269,316,363,428,449],"an":[15,410],"ideal":[16],"platform":[17],"for":[18,20,161,206,341,402,435,450],"benchmarking":[19,162],"a":[21,67,77,202,374,383,459],"broad":[22],"range":[23,79],"of":[24,44,70,80,96,146,191,198,215,243,319,349,409,446],"machine":[25],"learning":[26,166,182,185],"(ML)":[27],"tasks,":[28,209],"from":[29,116,121,273],"pattern":[30],"retrieval":[31],"to":[32,35,38,61,76,201,300,327,334,456],"physics-informed":[33],"classification":[34],"anomaly":[36],"detection":[37],"transfer":[39,184],"learning.":[40],"Nevertheless,":[41],"the":[42,54,91,104,122,129,137,143,189,216,231,241,260,301,314,320,336,350,398,407,416,436],"utility":[43,92],"remains":[50],"largely":[51],"unexplored":[52],"by":[53,103,313,330],"broader":[55],"ML":[56,81,218],"community.":[57],"Our":[58,174],"goal":[59],"bridge":[62],"this":[63,451],"gap":[64],"bring":[66],"variety":[69],"multisource":[71],"multi-resolution":[72],"image":[74],"wider":[78],"researchers":[82],"who":[83],"are":[84,157,227,236,248,392],"non-experts":[85],"sensing,":[88],"thereby":[89],"increasing":[90],"societal":[94],"impact":[95],"products.":[99],"In":[100],"particular,":[101],"motivated":[102],"emerging":[105],"wildfire":[106,221],"crisis,":[107],"we":[108],"present":[109],"radiometrically":[110,266],"geometrically":[112,264],"calibrated":[113,267],"radiance":[114,153,268,427],"airborne":[117],"orbital":[119],"instruments":[120,281],"National":[123,130],"Aeronautics":[124],"Space":[126],"Administration":[127,134,140],"(NASA),":[128],"Oceanic":[131],"Atmospheric":[133],"(NOAA),":[135],"Korean":[138],"Meteorological":[139],"(KMA).":[141],"Given":[142],"scarce":[144],"occurrence":[145],"wildfires":[147],"complex":[149],"spatio-temporal":[150],"dependencies":[151],"data,":[154],"these":[155,177],"datasets":[156,178],"especially":[158],"well":[159],"suited":[160],"unsupervised":[163],"self-supervised":[165],"tasks":[167],"both":[168],"on":[169,176,240,255],"images":[170],"non-Euclidean":[172],"objects.":[173],"experiments":[175],"indicate":[179],"that":[180,282],"contrastive":[181],"algorithms":[186],"can":[187,344],"capture":[188],"structures":[190],"views":[192],"scenes,":[194],"map":[195],"pixel":[196],"space":[197,205],"multi-sensor":[199],"high-level":[203],"embedding":[204],"further":[207],"downstream":[208],"facilitate":[211],"more":[212],"cohesive":[213],"integration":[214],"state-of-the-art":[217],"approaches":[219],"into":[220],"risk":[222],"analytics.":[223],"All":[224,359],"NASA-based":[225],"observations":[226],"freely":[228],"usable":[229],"under":[230],"Creative":[232],"Commons":[233],"Zero":[234],"License.There":[235],"also":[237,249],"no":[238],"restrictions":[239,254],"use":[242],"GOES":[244],"Data.":[245],"GK2A":[246],"open":[250],"without":[252],"any":[253],"its":[256],"use.":[257],"Use:":[258],"On":[259],"input,":[262],"input":[263,360,390,403],"has":[270,310,364],"been":[271,298,311,365],"pulled":[272],"various":[274,321],"NASA,":[275],"NOAA,":[276],"KMA":[278],"archives.":[279],"For":[280],"have":[283,297],"multiple":[284],"different":[285],"spatial":[286,304],"resolutions":[287],"within":[288],"their":[289],"bands":[291,296],"(GOES":[292],"GK2A),":[294],"all":[295],"resampled":[299],"lowest":[302],"collective":[303],"resolution.":[305],"Geometric":[306],"radiometric":[308],"calibration":[309],"done":[312,329],"processing":[317],"pipelines":[318],"missions,":[322],"would":[324],"not":[325],"need":[326],"be":[328,345],"anyone":[331],"else":[332],"looking":[333],"curate":[335],"same":[337],"data.":[338],"Further":[339],"information":[340],"each":[342,348,379],"instrument":[343],"found":[346],"publicly":[351],"available":[352],"Level-1":[353],"algorithm":[354],"theoretical":[355],"basis":[356],"documents":[357],"(ATBDs)":[358],"label":[362,418],"put":[366],"GeoTiff":[368,385],"format.":[369],"Each":[370],"band":[371,377],"separate":[375,384],"raster":[376],"scene":[380],"file.":[386],"Label":[387],"files":[388,391],"subdirectories":[394],"labeled":[395],"respectively,":[396],"file":[399],"names":[400],"match":[401],"labels,":[405],"with":[406],"exception":[408],"additional":[411,425],".fire":[412],".smoke":[414],"respective":[417],"filenames":[419],"subfolders.":[421],"V2":[422],"now":[423],"includes":[424],"GOES-18":[426],"associated":[430],"smoke":[431],"fire":[433,452],"labels":[434],"recent":[437],"LA":[438],"fires":[439,443],"(Palisades":[440],"Eaton":[442],"January":[445],"2025).":[447],"Additional":[448],"others":[454],"soon":[455],"follow":[457],"V3":[460],"release.":[461]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}