{"id":"https://openalex.org/W4360864696","doi":"https://doi.org/10.3390/rs15071742","title":"Cloud Top Thermodynamic Phase from Synergistic Lidar-Radar Cloud Products from Polar Orbiting Satellites: Implications for Observations from Geostationary Satellites","display_name":"Cloud Top Thermodynamic Phase from Synergistic Lidar-Radar Cloud Products from Polar Orbiting Satellites: Implications for Observations from Geostationary Satellites","publication_year":2023,"publication_date":"2023-03-23","ids":{"openalex":"https://openalex.org/W4360864696","doi":"https://doi.org/10.3390/rs15071742"},"language":"en","primary_location":{"id":"doi:10.3390/rs15071742","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15071742","pdf_url":"https://www.mdpi.com/2072-4292/15/7/1742/pdf?version=1679645413","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/7/1742/pdf?version=1679645413","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029525902","display_name":"Johanna Mayer","orcid":"https://orcid.org/0000-0002-9691-9534"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Johanna Mayer","raw_affiliation_strings":["Deutsches Zentrum f\u00fcr Luft- und Raumfahrt, Institut f\u00fcr Physik der Atmosph\u00e4re, 82234 We\u00dfling, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt, Institut f\u00fcr Physik der Atmosph\u00e4re, 82234 We\u00dfling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033429605","display_name":"Florian Ewald","orcid":"https://orcid.org/0000-0002-5899-0890"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Ewald","raw_affiliation_strings":["Deutsches Zentrum f\u00fcr Luft- und Raumfahrt, Institut f\u00fcr Physik der Atmosph\u00e4re, 82234 We\u00dfling, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt, Institut f\u00fcr Physik der Atmosph\u00e4re, 82234 We\u00dfling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005515350","display_name":"Luca Bugliaro","orcid":"https://orcid.org/0000-0003-4793-0101"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Luca Bugliaro","raw_affiliation_strings":["Deutsches Zentrum f\u00fcr Luft- und Raumfahrt, Institut f\u00fcr Physik der Atmosph\u00e4re, 82234 We\u00dfling, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt, Institut f\u00fcr Physik der Atmosph\u00e4re, 82234 We\u00dfling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056840259","display_name":"Christiane Voigt","orcid":"https://orcid.org/0000-0001-8925-7731"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]},{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christiane Voigt","raw_affiliation_strings":["Deutsches Zentrum f\u00fcr Luft- und Raumfahrt, Institut f\u00fcr Physik der Atmosph\u00e4re, 82234 We\u00dfling, Germany","Institut f\u00fcr Physik der Atmosph\u00e4re, Johannes Gutenberg-Universit\u00e4t Mainz, 55099 Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt, Institut f\u00fcr Physik der Atmosph\u00e4re, 82234 We\u00dfling, Germany","institution_ids":["https://openalex.org/I2898391981"]},{"raw_affiliation_string":"Institut f\u00fcr Physik der Atmosph\u00e4re, Johannes Gutenberg-Universit\u00e4t Mainz, 55099 Mainz, Germany","institution_ids":["https://openalex.org/I197323543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029525902"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2142,"currency":"EUR","value_usd":2310},"fwci":1.1552,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75689945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"15","issue":"7","first_page":"1742","last_page":"1742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":1.0,"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/T10347","display_name":"Atmospheric aerosols and clouds","score":1.0,"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9994000196456909,"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9991999864578247,"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/remote-sensing","display_name":"Remote sensing","score":0.6304522752761841},{"id":"https://openalex.org/keywords/cloud-top","display_name":"Cloud top","score":0.6290231943130493},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6164252161979675},{"id":"https://openalex.org/keywords/geostationary-orbit","display_name":"Geostationary orbit","score":0.5734675526618958},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.5518541932106018},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5215368270874023},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5069027543067932},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.48863035440444946},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4869752824306488},{"id":"https://openalex.org/keywords/cirrus","display_name":"Cirrus","score":0.4551137089729309},{"id":"https://openalex.org/keywords/cloud-physics","display_name":"Cloud physics","score":0.44804298877716064},{"id":"https://openalex.org/keywords/tops","display_name":"TOPS","score":0.43510696291923523},{"id":"https://openalex.org/keywords/cloud-height","display_name":"Cloud height","score":0.4273519217967987},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.32828399538993835},{"id":"https://openalex.org/keywords/cloud-cover","display_name":"Cloud cover","score":0.30316680669784546},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2645089626312256},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14416921138763428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.14177048206329346},{"id":"https://openalex.org/keywords/azimuth","display_name":"Azimuth","score":0.09354555606842041}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6304522752761841},{"id":"https://openalex.org/C199194280","wikidata":"https://www.wikidata.org/wiki/Q3268898","display_name":"Cloud top","level":3,"score":0.6290231943130493},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6164252161979675},{"id":"https://openalex.org/C16405173","wikidata":"https://www.wikidata.org/wiki/Q192316","display_name":"Geostationary orbit","level":3,"score":0.5734675526618958},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.5518541932106018},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5215368270874023},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5069027543067932},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.48863035440444946},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4869752824306488},{"id":"https://openalex.org/C2781448682","wikidata":"https://www.wikidata.org/wiki/Q1093125","display_name":"Cirrus","level":2,"score":0.4551137089729309},{"id":"https://openalex.org/C2776884238","wikidata":"https://www.wikidata.org/wiki/Q3382037","display_name":"Cloud physics","level":3,"score":0.44804298877716064},{"id":"https://openalex.org/C2777675136","wikidata":"https://www.wikidata.org/wiki/Q835642","display_name":"TOPS","level":3,"score":0.43510696291923523},{"id":"https://openalex.org/C142773270","wikidata":"https://www.wikidata.org/wiki/Q1810412","display_name":"Cloud height","level":4,"score":0.4273519217967987},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.32828399538993835},{"id":"https://openalex.org/C206887242","wikidata":"https://www.wikidata.org/wiki/Q830457","display_name":"Cloud cover","level":3,"score":0.30316680669784546},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2645089626312256},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14416921138763428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.14177048206329346},{"id":"https://openalex.org/C159737794","wikidata":"https://www.wikidata.org/wiki/Q124274","display_name":"Azimuth","level":2,"score":0.09354555606842041},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs15071742","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15071742","pdf_url":"https://www.mdpi.com/2072-4292/15/7/1742/pdf?version=1679645413","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:elib.dlr.de:195004","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15071742>.","pdf_url":"https://elib.dlr.de/195004/1/remotesensing-15-01742-v2.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"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":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:368bd0a59c4843c0ac878305da6db8de","is_oa":true,"landing_page_url":"https://doaj.org/article/368bd0a59c4843c0ac878305da6db8de","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 7, p 1742 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/7/1742/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15071742","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 7; Pages: 1742","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15071742","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15071742","pdf_url":"https://www.mdpi.com/2072-4292/15/7/1742/pdf?version=1679645413","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4360864696.pdf"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W75231382","https://openalex.org/W1588537890","https://openalex.org/W1596195367","https://openalex.org/W1650395715","https://openalex.org/W1658048359","https://openalex.org/W1852713136","https://openalex.org/W1868358499","https://openalex.org/W1918051004","https://openalex.org/W1930510873","https://openalex.org/W1975534319","https://openalex.org/W2004736225","https://openalex.org/W2004739933","https://openalex.org/W2009295872","https://openalex.org/W2029321418","https://openalex.org/W2029322549","https://openalex.org/W2029739915","https://openalex.org/W2030732783","https://openalex.org/W2040574312","https://openalex.org/W2052482829","https://openalex.org/W2054404154","https://openalex.org/W2061008992","https://openalex.org/W2062283974","https://openalex.org/W2069717158","https://openalex.org/W2070117439","https://openalex.org/W2072091687","https://openalex.org/W2074730769","https://openalex.org/W2085777094","https://openalex.org/W2089257932","https://openalex.org/W2097286483","https://openalex.org/W2102808506","https://openalex.org/W2110059481","https://openalex.org/W2118908291","https://openalex.org/W2126189145","https://openalex.org/W2130980856","https://openalex.org/W2135464415","https://openalex.org/W2140670291","https://openalex.org/W2162703778","https://openalex.org/W2163494490","https://openalex.org/W2169687136","https://openalex.org/W2194308573","https://openalex.org/W2319504665","https://openalex.org/W2345254164","https://openalex.org/W2540743583","https://openalex.org/W2586240285","https://openalex.org/W2587328645","https://openalex.org/W2593833802","https://openalex.org/W2604227196","https://openalex.org/W2671127546","https://openalex.org/W2732696286","https://openalex.org/W2737521967","https://openalex.org/W2766705484","https://openalex.org/W2766832110","https://openalex.org/W2769049559","https://openalex.org/W2772880772","https://openalex.org/W2904744997","https://openalex.org/W2912187248","https://openalex.org/W3025949386","https://openalex.org/W3106247545","https://openalex.org/W3106950602","https://openalex.org/W3112754813","https://openalex.org/W3127228346","https://openalex.org/W3133230930","https://openalex.org/W3135669282","https://openalex.org/W3148002084","https://openalex.org/W3206977199","https://openalex.org/W4206318681","https://openalex.org/W4213186602","https://openalex.org/W4224257352","https://openalex.org/W4244414215","https://openalex.org/W4283650053","https://openalex.org/W4295599243","https://openalex.org/W4307419842","https://openalex.org/W6660661351","https://openalex.org/W6808625738","https://openalex.org/W6892166922","https://openalex.org/W6980622524"],"related_works":["https://openalex.org/W2075223025","https://openalex.org/W2075053841","https://openalex.org/W2374337886","https://openalex.org/W1989037071","https://openalex.org/W782656571","https://openalex.org/W2001489127","https://openalex.org/W2168158289","https://openalex.org/W2173759633","https://openalex.org/W2737471477","https://openalex.org/W2004739933"],"abstract_inverted_index":{"The":[0,177,278],"cloud":[1,40,82,108,125,175,192,323,367,380,408,448,454],"thermodynamic":[2,19,75],"phase":[3,76,109,127,449],"is":[4,32,77,86,224,284,314,411],"a":[5,104,133,181,363,395],"crucial":[6],"parameter":[7],"to":[8,38,81,88,90,102,107,122,378,406,414],"understand":[9,89],"the":[10,14,27,34,62,74,96,124,158,185,200,206,238,242,263,271,274,301,315,320,330,343,351,354,360,425,441,444],"Earth\u2019s":[11],"radiation":[12],"budget,":[13],"hydrological":[15],"cycle,":[16],"and":[17,47,79,131,151,172,231,251,266,298,305,338,393,420],"atmospheric":[18],"processes.":[20],"Spaceborne":[21],"active":[22],"remote":[23,71],"sensing":[24,72],"such":[25,58],"as":[26,59],"synergistic":[28],"radar-lidar":[29],"DARDAR":[30,120,208],"product":[31],"considered":[33],"most":[35,216,316],"reliable":[36],"method":[37],"determine":[39],"phase;":[41],"however,":[42],"it":[43,85],"lacks":[44],"large-scale":[45],"observations":[46],"high":[48,219,229,232,259],"repetition":[49],"rates.":[50],"These":[51],"can":[52],"be":[53],"provided":[54],"by":[55,270,289],"passive":[56,70,93],"instruments":[57],"SEVIRI":[60,99,160,202,371],"aboard":[61],"geostationary":[63,461],"Meteosat":[64],"Second":[65],"Generation":[66],"(MSG)":[67],"satellite,":[68],"but":[69,345,430],"of":[73,98,119,157,165,187,273,280,282,303,322,353,362,391,399,401,427,446],"challenging":[78],"confined":[80],"top.":[83],"Thus,":[84],"necessary":[87],"what":[91],"extent":[92],"sensors":[94],"with":[95,335,346,386],"characteristics":[97],"are":[100,162,268,404],"expected":[101],"provide":[103],"relevant":[105],"contribution":[106],"investigation.":[110],"To":[111],"reach":[112],"this":[113],"goal,":[114],"we":[115,142,358],"collect":[116],"five":[117],"years":[118],"data":[121],"model":[123],"top":[126,324],"(CTP)":[128],"for":[129,190,291,370,376,424,432,443,452],"MSG/SEVIRI":[130],"create":[132],"SEVIRI-like":[134],"CTP":[135],"through":[136],"an":[137,387],"elaborate":[138],"aggregation":[139],"procedure.":[140],"Thereby,":[141],"distinguish":[143],"between":[144],"ice":[145,366,388,415],"(IC),":[146],"mixed-phase":[147],"(MP),":[148],"supercooled":[149],"(SC),":[150],"warm":[152],"liquid":[153],"(LQ).":[154],"Overall,":[155],"65%":[156],"resulting":[159],"pixels":[161],"cloudy,":[163],"consisting":[164],"49%":[166],"IC,":[167,308],"14%":[168],"MP,":[169,336,458],"13%":[170],"SC,":[171,337],"24%":[173],"LQ":[174,235,267],"tops.":[176],"spatial":[178],"resolution":[179,203,209],"has":[180],"significant":[182],"effect":[183],"on":[184],"occurrence":[186,246,281,302,321],"CTP,":[188],"especially":[189,261],"MP":[191,223,250,292,306,418,428],"tops,":[193],"which":[194,402],"occur":[195],"significantly":[196],"more":[197],"often":[198],"at":[199,205,218,285,293],"lower":[201,328],"than":[204,332],"higher":[207],"(9%).":[210],"We":[211,382],"find":[212,394],"that":[213,290],"SC":[214,252,283,304],"occurs":[215],"frequently":[217],"southern":[220,230],"latitudes,":[221,260],"while":[222,244,309],"found":[225],"mainly":[226],"in":[227,237,262,342,350,417],"both":[228],"northern":[233],"latitudes.":[234],"dominates":[236,247,307],"subsidence":[239],"zones":[240],"over":[241,329,333],"ocean,":[243],"IC":[245,265,313,339],"everywhere":[248],"else.":[249],"show":[253],"little":[254],"seasonal":[255],"variability":[256],"apart":[257],"from":[258,460],"south.":[264],"affected":[269],"shift":[272],"Intertropical":[275],"Convergence":[276],"Zone.":[277],"peak":[279],"\u22123":[286],"\u2218C,":[287,300,312],"followed":[288],"\u221213":[294],"\u2218C.":[295],"Between":[296],"0":[297],"\u221227":[299,311],"below":[310],"frequent":[317],"CTP.":[318],"Finally,":[319,357],"height":[325],"(CTH)":[326],"peaks":[327,349],"ocean":[331],"land,":[334],"being":[340],"undistinguishable":[341],"tropics":[344],"separated":[347],"CTH":[348],"rest":[352],"MSG":[355],"disk.":[356],"test":[359],"ability":[361],"state-of-the-art":[364],"AI-based":[365],"detection":[368,389,426],"algorithm":[369],"named":[372],"CiPS":[373,410],"(Cirrus":[374],"Properties":[375],"SEVIRI)":[377],"detect":[379],"ice.":[381],"confirm":[383],"previous":[384],"evaluations":[385],"probability":[390],"77.1%":[392],"false":[396],"alarm":[397],"rate":[398],"11.6%,":[400],"68%":[403],"due":[405],"misclassified":[407],"phases.":[409],"not":[412,422],"sensitive":[413],"crystals":[416],"clouds":[419,429],"therefore":[421],"suitable":[423],"only":[431],"fully":[433],"glaciated":[434],"(i.e.,":[435],"IC)":[436],"clouds.":[437],"Our":[438],"study":[439],"demonstrates":[440],"need":[442],"development":[445],"dedicated":[447],"distinction":[450],"algorithms":[451],"all":[453],"phases":[455],"(IC,":[456],"LQ,":[457],"SC)":[459],"satellites.":[462]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}
