{"id":"https://openalex.org/W2730782878","doi":"https://doi.org/10.1109/jstars.2017.2713485","title":"The Cloud Dynamics and Radiation Database Algorithm for AMSR2: Exploitation of the GPM Observational Dataset for Operational Applications","display_name":"The Cloud Dynamics and Radiation Database Algorithm for AMSR2: Exploitation of the GPM Observational Dataset for Operational Applications","publication_year":2017,"publication_date":"2017-06-27","ids":{"openalex":"https://openalex.org/W2730782878","doi":"https://doi.org/10.1109/jstars.2017.2713485","mag":"2730782878"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2017.2713485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2017.2713485","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5053117561","display_name":"Daniele Casella","orcid":"https://orcid.org/0000-0001-7203-4232"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210096500","display_name":"Institute of Atmospheric Sciences and Climate","ror":"https://ror.org/00n8ttd98","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daniele Casella","raw_affiliation_strings":["Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy","SERCO S.p.A., Frascati, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy","institution_ids":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]},{"raw_affiliation_string":"SERCO S.p.A., Frascati, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011400651","display_name":"Lia Martins Costa do Amaral","orcid":"https://orcid.org/0000-0002-6264-2346"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I80849659","display_name":"National Institute for Space Research","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]},{"id":"https://openalex.org/I4210096500","display_name":"Institute of Atmospheric Sciences and Climate","ror":"https://ror.org/00n8ttd98","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}],"countries":["BR","IT"],"is_corresponding":false,"raw_author_name":"Lia Martins Costa do Amaral","raw_affiliation_strings":["Centro de Previs\u00e3o de Tempo e Estudos Clim\u00e1ticos, Instituto Nacional de Pesquisas Espaciais, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil","Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Centro de Previs\u00e3o de Tempo e Estudos Clim\u00e1ticos, Instituto Nacional de Pesquisas Espaciais, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil","institution_ids":["https://openalex.org/I80849659"]},{"raw_affiliation_string":"Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy","institution_ids":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002687796","display_name":"Stefano Dietrich","orcid":"https://orcid.org/0000-0003-3808-365X"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210096500","display_name":"Institute of Atmospheric Sciences and Climate","ror":"https://ror.org/00n8ttd98","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Dietrich","raw_affiliation_strings":["Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy","institution_ids":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090392128","display_name":"Anna Cinzia Marra","orcid":"https://orcid.org/0000-0002-3326-6599"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210096500","display_name":"Institute of Atmospheric Sciences and Climate","ror":"https://ror.org/00n8ttd98","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anna Cinzia Marra","raw_affiliation_strings":["Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy","institution_ids":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085168250","display_name":"Paolo San\u00f2","orcid":"https://orcid.org/0000-0001-7059-1043"},"institutions":[{"id":"https://openalex.org/I4210096500","display_name":"Institute of Atmospheric Sciences and Climate","ror":"https://ror.org/00n8ttd98","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Sano","raw_affiliation_strings":["Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy","institution_ids":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056005227","display_name":"Giulia Panegrossi","orcid":"https://orcid.org/0000-0002-5170-7087"},"institutions":[{"id":"https://openalex.org/I4210096500","display_name":"Institute of Atmospheric Sciences and Climate","ror":"https://ror.org/00n8ttd98","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Panegrossi","raw_affiliation_strings":["Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Institute of Atmospheric Sciences and Climate \u2013 National Research Council, Rome, Italy","institution_ids":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5053117561"],"corresponding_institution_ids":["https://openalex.org/I4210096500","https://openalex.org/I4210155236"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":0.8395,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.71636707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":"9","first_page":"3985","last_page":"4001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":1.0,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":1.0,"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/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":0.9991000294685364,"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/database","display_name":"Database","score":0.5486132502555847},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5480208992958069},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5374027490615845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5204944014549255},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4775753319263458},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.47335338592529297},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4392434358596802},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4337530732154846},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11381348967552185},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09699884057044983}],"concepts":[{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5486132502555847},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5480208992958069},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5374027490615845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5204944014549255},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4775753319263458},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.47335338592529297},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4392434358596802},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4337530732154846},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11381348967552185},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09699884057044983},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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":1,"locations":[{"id":"doi:10.1109/jstars.2017.2713485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2017.2713485","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"},{"id":"https://openalex.org/F4320326483","display_name":"European Organization for the Exploitation of Meteorological Satellites","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1535027274","https://openalex.org/W1988572140","https://openalex.org/W2008050188","https://openalex.org/W2025284967","https://openalex.org/W2025690933","https://openalex.org/W2025881836","https://openalex.org/W2059087419","https://openalex.org/W2063854460","https://openalex.org/W2067883625","https://openalex.org/W2069991469","https://openalex.org/W2073298425","https://openalex.org/W2087406284","https://openalex.org/W2089096520","https://openalex.org/W2092624419","https://openalex.org/W2105474854","https://openalex.org/W2111757587","https://openalex.org/W2124494945","https://openalex.org/W2153529786","https://openalex.org/W2153615724","https://openalex.org/W2158139061","https://openalex.org/W2164362672","https://openalex.org/W2171804417","https://openalex.org/W2175511559","https://openalex.org/W2179040032","https://openalex.org/W2182934015","https://openalex.org/W2294446183","https://openalex.org/W2317134229","https://openalex.org/W2400017430","https://openalex.org/W2441344980","https://openalex.org/W2512425440","https://openalex.org/W4293282014","https://openalex.org/W6686146043","https://openalex.org/W6697486726"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2802581102"],"abstract_inverted_index":{"A":[0,127],"new":[1,45,78,83,99,197],"precipitation":[2,211],"retrieval":[3,114,157],"algorithm":[4,11,217],"for":[5,93,123,130,136,155,176,199,242],"the":[6,15,29,40,51,68,104,108,113,141,179,196,207],"AMSR2":[7,153,200],"is":[8,12,201,218],"described.":[9],"The":[10,76,216],"based":[13],"on":[14,72],"cloud":[16],"dynamics":[17],"and":[18,24,36,64,91,106,116,119,135,189,231,245],"radiation":[19],"database":[20,57,105,227],"(CDRD)":[21],"Bayesian":[22],"approach":[23],"represents":[25],"an":[26,223],"evolution":[27],"of":[28,53,89,98,110,112,121,209],"previous":[30],"version":[31],"applied":[32],"to":[33,102,203,221,232],"SSMIS":[34],"observations,":[35],"used":[37],"operationally":[38],"within":[39],"EUMETSAT":[41],"H-SAF":[42],"program.":[43],"This":[44],"product":[46],"presents":[47],"as":[48],"main":[49],"innovation":[50],"use":[52,88,97],"a":[54,82],"very":[55,205],"large":[56,225],"entirely":[58],"empirical,":[59],"derived":[60],"from":[61,67,229],"coincident":[62,137],"radar":[63,192],"radiometer":[65],"observations":[66,139],"NASA/JAXA":[69],"GPM-CO":[70,230],"launched":[71],"February":[73],"28,":[74],"2014.":[75],"other":[77],"aspects":[79],"are:":[80],"1)":[81],"rain-/no-rain":[84],"screening":[85],"approach;":[86],"2)":[87],"EOF":[90],"CCA":[92],"dimensionality":[94],"reduction;":[95],"3)":[96],"ancillary":[100],"variables":[101],"categorize":[103],"mitigate":[107],"problem":[109],"non-uniqueness":[111],"solution;":[115],"4)":[117],"development":[118],"implementations":[120],"modules":[122],"computation":[124],"time":[125],"minimization.":[126],"verification":[128],"study":[129],"case":[131],"studies":[132],"over":[133,140,158,167,212],"Italy":[134],"AMSR2/GPM-CO":[138],"MSG":[142],"full":[143],"disk":[144],"area":[145],"has":[146],"been":[147],"carried":[148],"out.":[149],"Results":[150],"show":[151,194],"remarkable":[152],"capabilities":[154,166],"RR":[156,161,171],"ocean":[159],"(for":[160,170],">":[162,172],"0.1":[163],"mm/h),":[164,174],"good":[165],"vegetated":[168],"land":[169],"1":[173],"while":[175],"coastal":[177],"areas":[178,208],"results":[180],"are":[181],"less":[182],"certain.":[183],"Comparisons":[184],"with":[185,190,236],"NASA":[186],"GPM":[187],"products,":[188],"ground-based":[191],"data,":[193],"that":[195],"CDRD":[198],"able":[202,220],"depict":[204],"well":[206],"high":[210],"all":[213],"surface":[214],"types.":[215],"also":[219],"handle":[222],"extremely":[224],"observational":[226],"available":[228],"provide":[233],"rainfall":[234],"estimate":[235],"minimum":[237],"latency,":[238],"making":[239],"it":[240],"suitable":[241],"NRT":[243],"hydrological":[244],"operational":[246],"applications.":[247]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}