{"id":"https://openalex.org/W4312424736","doi":"https://doi.org/10.1109/igarss46834.2022.9883181","title":"Conditional Generation of Cloud Fields","display_name":"Conditional Generation of Cloud Fields","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312424736","doi":"https://doi.org/10.1109/igarss46834.2022.9883181"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9883181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9883181","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015886123","display_name":"Naser Mahfouz","orcid":"https://orcid.org/0000-0002-7097-1430"},"institutions":[{"id":"https://openalex.org/I191217947","display_name":"NOAA Geophysical Fluid Dynamics Laboratory","ror":"https://ror.org/03vmn1898","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I191217947","https://openalex.org/I2802992173"]},{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naser Mahfouz","raw_affiliation_strings":["Princeton University Atmospheric and Oceanic Sciences NOAA Geophys, Fluid Dynamics Lab,Division of Atmospheric Physics,Princeton,NJ,USA","Division of Atmospheric Physics, Princeton University Atmospheric and Oceanic Sciences NOAA Geophys, Fluid Dynamics Lab, Princeton, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Princeton University Atmospheric and Oceanic Sciences NOAA Geophys, Fluid Dynamics Lab,Division of Atmospheric Physics,Princeton,NJ,USA","institution_ids":["https://openalex.org/I191217947"]},{"raw_affiliation_string":"Division of Atmospheric Physics, Princeton University Atmospheric and Oceanic Sciences NOAA Geophys, Fluid Dynamics Lab, Princeton, NJ, USA","institution_ids":["https://openalex.org/I191217947","https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003658935","display_name":"Yi Ming","orcid":"https://orcid.org/0000-0002-5324-1305"},"institutions":[{"id":"https://openalex.org/I191217947","display_name":"NOAA Geophysical Fluid Dynamics Laboratory","ror":"https://ror.org/03vmn1898","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I191217947","https://openalex.org/I2802992173"]},{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Ming","raw_affiliation_strings":["Princeton University Atmospheric and Oceanic Sciences NOAA Geophys, Fluid Dynamics Lab,Division of Atmospheric Physics,Princeton,NJ,USA","Division of Atmospheric Physics, Princeton University Atmospheric and Oceanic Sciences NOAA Geophys, Fluid Dynamics Lab, Princeton, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Princeton University Atmospheric and Oceanic Sciences NOAA Geophys, Fluid Dynamics Lab,Division of Atmospheric Physics,Princeton,NJ,USA","institution_ids":["https://openalex.org/I191217947"]},{"raw_affiliation_string":"Division of Atmospheric Physics, Princeton University Atmospheric and Oceanic Sciences NOAA Geophys, Fluid Dynamics Lab, Princeton, NJ, USA","institution_ids":["https://openalex.org/I191217947","https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089553213","display_name":"Kaleb E Smith","orcid":null},"institutions":[{"id":"https://openalex.org/I1304085615","display_name":"Nvidia (United Kingdom)","ror":"https://ror.org/02kr42612","country_code":"GB","type":"company","lineage":["https://openalex.org/I1304085615","https://openalex.org/I4210127875"]},{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Kaleb Smith","raw_affiliation_strings":["NVIDIA Corporation Higher Education Research,USA","NVIDIA Corporation Higher Education Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA Corporation Higher Education Research,USA","institution_ids":["https://openalex.org/I4210127875","https://openalex.org/I1304085615"]},{"raw_affiliation_string":"NVIDIA Corporation Higher Education Research, USA","institution_ids":["https://openalex.org/I4210127875"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"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":"27","issue":null,"first_page":"6741","last_page":"6744"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9797000288963318,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9761000275611877,"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/cloud-computing","display_name":"Cloud computing","score":0.8607650995254517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6236913800239563},{"id":"https://openalex.org/keywords/climate-model","display_name":"Climate model","score":0.5438987612724304},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.49106526374816895},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4896617531776428},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4271582067012787},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.42634889483451843},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4054393172264099},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3629319667816162},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.35106703639030457},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.32539138197898865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2582768499851227},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12960904836654663},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.11400806903839111},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11186426877975464},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07921046018600464},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07912597060203552}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8607650995254517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6236913800239563},{"id":"https://openalex.org/C168754636","wikidata":"https://www.wikidata.org/wiki/Q620920","display_name":"Climate model","level":3,"score":0.5438987612724304},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.49106526374816895},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4896617531776428},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4271582067012787},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.42634889483451843},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4054393172264099},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3629319667816162},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.35106703639030457},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.32539138197898865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2582768499851227},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12960904836654663},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.11400806903839111},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11186426877975464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07921046018600464},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07912597060203552},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9883181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9883181","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1608013130","https://openalex.org/W1880537776","https://openalex.org/W1901129140","https://openalex.org/W2125389028","https://openalex.org/W2173251738","https://openalex.org/W2405493398","https://openalex.org/W2494302106","https://openalex.org/W2739748921","https://openalex.org/W2792692517","https://openalex.org/W2793379698","https://openalex.org/W2884436604","https://openalex.org/W2917099771","https://openalex.org/W2947589767","https://openalex.org/W2963470893","https://openalex.org/W3006293290","https://openalex.org/W3013786845","https://openalex.org/W3026449040","https://openalex.org/W3041133507","https://openalex.org/W3117014400","https://openalex.org/W3167513912","https://openalex.org/W3202525453","https://openalex.org/W4211083409","https://openalex.org/W4295521014","https://openalex.org/W4320013936","https://openalex.org/W4394643999","https://openalex.org/W6639824700","https://openalex.org/W6678815747","https://openalex.org/W6727340567","https://openalex.org/W6735913928","https://openalex.org/W6741832134","https://openalex.org/W6762616354","https://openalex.org/W6773982253","https://openalex.org/W6777984994","https://openalex.org/W6968773596"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Processes":[0],"related":[1],"to":[2,42,67,80,84,92],"cloud":[3,45,70,90],"physics":[4],"constitute":[5],"the":[6,20,29],"largest":[7],"remaining":[8],"scientific":[9],"uncertainty":[10,17],"in":[11],"climate":[12,25,54],"models":[13,26],"and":[14,27],"projections.":[15],"This":[16],"stems":[18],"from":[19],"coarse":[21],"nature":[22],"of":[23,31,33,89],"current":[24],"relatedly":[28],"lack":[30],"understanding":[32],"detailed":[34],"physics.":[35],"We":[36],"train":[37],"a":[38],"generative":[39],"adversarial":[40],"network":[41,64],"generate":[43,68],"realistic":[44,69],"fields":[46],"conditioned":[47],"on":[48],"meterological":[49],"reanalysis":[50],"data":[51],"for":[52],"both":[53],"model":[55],"outputs":[56],"as":[57,59],"well":[58],"satellite":[60],"imagery.":[61],"While":[62],"our":[63],"is":[65,78],"able":[66],"fields,":[71],"especially":[72],"their":[73],"large-scale":[74],"patterns,":[75],"more":[76],"work":[77],"needed":[79],"refine":[81],"its":[82,94],"accuracy":[83],"resolve":[85],"finer":[86],"textural":[87],"details":[88],"masses":[91],"improve":[93],"predictions.":[95]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
