{"id":"https://openalex.org/W3166882621","doi":"https://doi.org/10.1109/lgrs.2021.3081920","title":"A Machine Learning Algorithm for Retrieving Cloud Top Height With Passive Microwave Radiometry","display_name":"A Machine Learning Algorithm for Retrieving Cloud Top Height With Passive Microwave Radiometry","publication_year":2021,"publication_date":"2021-06-03","ids":{"openalex":"https://openalex.org/W3166882621","doi":"https://doi.org/10.1109/lgrs.2021.3081920","mag":"3166882621"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2021.3081920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3081920","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},"type":"article","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/A5076014612","display_name":"Jean\u2010Fran\u00e7ois Rysman","orcid":"https://orcid.org/0000-0002-0460-3920"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Jean-Fran\u00e7ois Rysman","raw_affiliation_strings":["LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit&#x00E9;, Sorbonne Universit&#x00E9;, CNRS, Palaiseau, France","LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit\u00e9, Sorbonne Universit\u00e9, CNRS, Palaiseau, France"],"raw_orcid":"https://orcid.org/0000-0002-0460-3920","affiliations":[{"raw_affiliation_string":"LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit&#x00E9;, Sorbonne Universit&#x00E9;, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I29607241","https://openalex.org/I39804081","https://openalex.org/I2746051580","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit\u00e9, Sorbonne Universit\u00e9, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I1294671590","https://openalex.org/I29607241","https://openalex.org/I39804081","https://openalex.org/I2746051580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056675886","display_name":"Chantal Claud","orcid":"https://orcid.org/0000-0001-7613-9525"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chantal Claud","raw_affiliation_strings":["LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit&#x00E9;, Sorbonne Universit&#x00E9;, CNRS, Palaiseau, France","LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit\u00e9, Sorbonne Universit\u00e9, CNRS, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit&#x00E9;, Sorbonne Universit&#x00E9;, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I29607241","https://openalex.org/I39804081","https://openalex.org/I2746051580","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit\u00e9, Sorbonne Universit\u00e9, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I1294671590","https://openalex.org/I29607241","https://openalex.org/I39804081","https://openalex.org/I2746051580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042220780","display_name":"Stavros Dafis","orcid":"https://orcid.org/0000-0002-1513-1930"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stavros Dafis","raw_affiliation_strings":["LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit&#x00E9;, Sorbonne Universit&#x00E9;, CNRS, Palaiseau, France","LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit\u00e9, Sorbonne Universit\u00e9, CNRS, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit&#x00E9;, Sorbonne Universit&#x00E9;, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I29607241","https://openalex.org/I39804081","https://openalex.org/I2746051580","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LMD/IPSL, \u00c9cole Polytechnique, Institut Polytechnique de Paris, ENS, PSL Universit\u00e9, Sorbonne Universit\u00e9, CNRS, Palaiseau, France","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I1294671590","https://openalex.org/I29607241","https://openalex.org/I39804081","https://openalex.org/I2746051580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076014612"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I39804081"],"apc_list":null,"apc_paid":null,"fwci":0.6765,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.68403576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"5"},"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":0.9998000264167786,"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/T10029","display_name":"Climate variability and models","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/radiometry","display_name":"Radiometry","score":0.635523796081543},{"id":"https://openalex.org/keywords/microwave","display_name":"Microwave","score":0.6066955327987671},{"id":"https://openalex.org/keywords/radiometer","display_name":"Radiometer","score":0.5883870720863342},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5838575959205627},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5733625888824463},{"id":"https://openalex.org/keywords/cloud-top","display_name":"Cloud top","score":0.5424064993858337},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5419787168502808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5270605087280273},{"id":"https://openalex.org/keywords/brightness-temperature","display_name":"Brightness temperature","score":0.5028268694877625},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.48968008160591125},{"id":"https://openalex.org/keywords/microwave-radiometer","display_name":"Microwave radiometer","score":0.4889782667160034},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4848833978176117},{"id":"https://openalex.org/keywords/storm","display_name":"Storm","score":0.45814841985702515},{"id":"https://openalex.org/keywords/latitude","display_name":"Latitude","score":0.4453299939632416},{"id":"https://openalex.org/keywords/microwave-imaging","display_name":"Microwave imaging","score":0.4389737844467163},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3694990277290344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32151034474372864},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21677640080451965},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.16214823722839355},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11154285073280334},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09446364641189575}],"concepts":[{"id":"https://openalex.org/C87456703","wikidata":"https://www.wikidata.org/wiki/Q247760","display_name":"Radiometry","level":2,"score":0.635523796081543},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.6066955327987671},{"id":"https://openalex.org/C120189094","wikidata":"https://www.wikidata.org/wiki/Q850281","display_name":"Radiometer","level":2,"score":0.5883870720863342},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5838575959205627},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5733625888824463},{"id":"https://openalex.org/C199194280","wikidata":"https://www.wikidata.org/wiki/Q3268898","display_name":"Cloud top","level":3,"score":0.5424064993858337},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5419787168502808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5270605087280273},{"id":"https://openalex.org/C53802167","wikidata":"https://www.wikidata.org/wiki/Q4538627","display_name":"Brightness temperature","level":3,"score":0.5028268694877625},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.48968008160591125},{"id":"https://openalex.org/C96960616","wikidata":"https://www.wikidata.org/wiki/Q3814470","display_name":"Microwave radiometer","level":3,"score":0.4889782667160034},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4848833978176117},{"id":"https://openalex.org/C105306849","wikidata":"https://www.wikidata.org/wiki/Q81054","display_name":"Storm","level":2,"score":0.45814841985702515},{"id":"https://openalex.org/C122523270","wikidata":"https://www.wikidata.org/wiki/Q34027","display_name":"Latitude","level":2,"score":0.4453299939632416},{"id":"https://openalex.org/C2779885931","wikidata":"https://www.wikidata.org/wiki/Q17010029","display_name":"Microwave imaging","level":3,"score":0.4389737844467163},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3694990277290344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32151034474372864},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21677640080451965},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.16214823722839355},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11154285073280334},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09446364641189575},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2021.3081920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3081920","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F2271175364","display_name":"Centre national d'\u00e9tudes spatiales","ror":null},{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1982900675","https://openalex.org/W1999224929","https://openalex.org/W2000538485","https://openalex.org/W2011189209","https://openalex.org/W2056717819","https://openalex.org/W2059710402","https://openalex.org/W2068045477","https://openalex.org/W2071889532","https://openalex.org/W2091091918","https://openalex.org/W2119869389","https://openalex.org/W2125736445","https://openalex.org/W2164912685","https://openalex.org/W2598224452","https://openalex.org/W2908317737","https://openalex.org/W2997915788","https://openalex.org/W3036671435","https://openalex.org/W3084381095","https://openalex.org/W6734806324"],"related_works":["https://openalex.org/W2352284075","https://openalex.org/W1699406428","https://openalex.org/W751870123","https://openalex.org/W2169990041","https://openalex.org/W2108588908","https://openalex.org/W2909111745","https://openalex.org/W2097128340","https://openalex.org/W2085829637","https://openalex.org/W2013166096","https://openalex.org/W2909943257"],"abstract_inverted_index":{"This":[0,76],"study":[1],"aims":[2],"to":[3,63,81],"retrieve":[4,64],"cloud":[5],"top":[6],"height":[7],"(CTH)\u2014excluding":[8],"cirrus\u2014using":[9],"passive":[10],"microwave":[11,42],"radiometer":[12],"observations":[13,36],"combined":[14],"with":[15,32],"humidity":[16],"and":[17,26,53,70],"temperature":[18],"profiles.":[19],"A":[20],"machine-learning-based":[21],"approach,":[22],"combining":[23],"neural":[24],"network":[25],"gradient":[27],"boosting":[28],"methods,":[29],"is":[30,61],"used":[31,62],"Cloud":[33],"Profiling":[34],"Radar":[35],"as":[37],"input.":[38],"The":[39,59],"subsequently":[40],"derived":[41],"CTH":[43,66],"predictions":[44],"show":[45],"a":[46,54,72,90],"mean":[47],"average":[48],"error":[49],"of":[50,57,84],"2.1":[51],"km":[52],"correlation":[55],"index":[56],"0.8.":[58],"algorithm":[60,78],"the":[65],"during":[67,71],"Hurricane":[68],"Maria":[69],"mid-latitude":[73],"autumn":[74],"storm.":[75],"new":[77],"will":[79],"allow":[80],"provide":[82],"estimates":[83],"CTH,":[85],"at":[86],"world":[87],"scale,":[88],"for":[89],"20-year":[91],"period.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
