{"id":"https://openalex.org/W2013231737","doi":"https://doi.org/10.1109/igarss.2015.7326272","title":"Hydrometeor classification for X-band dual polarization radar on-board civil aircrafts","display_name":"Hydrometeor classification for X-band dual polarization radar on-board civil aircrafts","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2013231737","doi":"https://doi.org/10.1109/igarss.2015.7326272","mag":"2013231737"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2015.7326272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2015.7326272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","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/A5053117297","display_name":"Nicoletta Roberto","orcid":null},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","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":"N. Roberto","raw_affiliation_strings":["CNIT - RASS, Pisa, Italy","CNR - Institute of Atmospheric Sciences and Climate, Roma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNIT - RASS, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]},{"raw_affiliation_string":"CNR - Institute of Atmospheric Sciences and Climate, Roma, Italy","institution_ids":["https://openalex.org/I4210096500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050727889","display_name":"A. Adirosi","orcid":null},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","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":"A. Adirosi","raw_affiliation_strings":["CNIT - RASS, Pisa, Italy","CNR - Institute of Atmospheric Sciences and Climate, Roma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNIT - RASS, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]},{"raw_affiliation_string":"CNR - Institute of Atmospheric Sciences and Climate, Roma, Italy","institution_ids":["https://openalex.org/I4210096500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101613169","display_name":"Luca Baldini","orcid":"https://orcid.org/0000-0001-5217-1205"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","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":"L. Baldini","raw_affiliation_strings":["CNIT - RASS, Pisa, Italy","CNR - Institute of Atmospheric Sciences and Climate, Roma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNIT - RASS, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]},{"raw_affiliation_string":"CNR - Institute of Atmospheric Sciences and Climate, Roma, Italy","institution_ids":["https://openalex.org/I4210096500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064912614","display_name":"Luca Facheris","orcid":"https://orcid.org/0000-0002-4976-0073"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Facheris","raw_affiliation_strings":["CNIT - RASS, Pisa, Italy","University of Firenze, Firenze, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNIT - RASS, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]},{"raw_affiliation_string":"University of Firenze, Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076863470","display_name":"Fabrizio Cuccoli","orcid":"https://orcid.org/0000-0003-0041-0694"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Cuccoli","raw_affiliation_strings":["CNIT - RASS, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNIT - RASS, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003505681","display_name":"Alberto Lupidi","orcid":"https://orcid.org/0000-0003-3964-8181"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Lupidi","raw_affiliation_strings":["CNIT - RASS, Pisa, Italy","University of Pisa, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNIT - RASS, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]},{"raw_affiliation_string":"University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058002875","display_name":"Andrea Garzelli","orcid":"https://orcid.org/0000-0003-2332-780X"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]},{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Garzelli","raw_affiliation_strings":["CNIT - RASS, Pisa, Italy","University of Siena, Siena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNIT - RASS, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]},{"raw_affiliation_string":"University of Siena, Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2319","last_page":"2322"},"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/weather-radar","display_name":"Weather radar","score":0.7394776940345764},{"id":"https://openalex.org/keywords/polarimetry","display_name":"Polarimetry","score":0.6733519434928894},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.6596657633781433},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6423343420028687},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.571056604385376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5632409453392029},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.43719664216041565},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3992563784122467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2936429977416992},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19076552987098694},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15142220258712769},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09811767935752869},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.07281291484832764}],"concepts":[{"id":"https://openalex.org/C92237259","wikidata":"https://www.wikidata.org/wiki/Q863343","display_name":"Weather radar","level":3,"score":0.7394776940345764},{"id":"https://openalex.org/C28493345","wikidata":"https://www.wikidata.org/wiki/Q899381","display_name":"Polarimetry","level":3,"score":0.6733519434928894},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.6596657633781433},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6423343420028687},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.571056604385376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5632409453392029},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.43719664216041565},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3992563784122467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2936429977416992},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19076552987098694},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15142220258712769},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09811767935752869},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.07281291484832764},{"id":"https://openalex.org/C191486275","wikidata":"https://www.wikidata.org/wiki/Q210028","display_name":"Scattering","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/igarss.2015.7326272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2015.7326272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","raw_type":"proceedings-article"},{"id":"pmh:oai:flore.unifi.it:2158/1029015","is_oa":false,"landing_page_url":"http://hdl.handle.net/2158/1029015","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:usiena-air.unisi.it:11365/1002428","is_oa":false,"landing_page_url":"http://hdl.handle.net/11365/1002428","pdf_url":null,"source":{"id":"https://openalex.org/S4377196319","display_name":"Use Siena air (University of Siena)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102064193","host_organization_name":"University of Siena","host_organization_lineage":["https://openalex.org/I102064193"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W223995386","https://openalex.org/W1560724230","https://openalex.org/W2035275394","https://openalex.org/W2041657514","https://openalex.org/W2061779691","https://openalex.org/W2079377361","https://openalex.org/W2157747676","https://openalex.org/W2317980865","https://openalex.org/W2977366471","https://openalex.org/W3088420510","https://openalex.org/W3195149063","https://openalex.org/W6768544240","https://openalex.org/W6783507054"],"related_works":["https://openalex.org/W2066181770","https://openalex.org/W2798120804","https://openalex.org/W3041742295","https://openalex.org/W2036324114","https://openalex.org/W2997500395","https://openalex.org/W2050024921","https://openalex.org/W1933455866","https://openalex.org/W1544437858","https://openalex.org/W2166923512","https://openalex.org/W1482920642"],"abstract_inverted_index":{"Polarimetric":[0],"techniques":[1],"applied":[2],"to":[3,16,70,78,138,158,234],"radars":[4,24,67],"on-board":[5],"civil":[6,31],"aircraft":[7],"can":[8],"improve":[9],"the":[10,28,99,148,160,177,189,204,253],"estimation":[11],"of":[12,30,42,75,101,121,127,132,169,182,195],"risk":[13],"zones":[14],"due":[15],"dangerous":[17],"weather":[18,23,114,208],"during":[19,188],"flight.":[20],"Usually,":[21],"X-band":[22,175],"are":[25,68,135,219],"installed":[26,212],"at":[27,174,213],"nose":[29],"aircrafts.":[32],"This":[33],"band":[34],"is":[35,93,96,167,180,250],"affected":[36],"by":[37,61,98,203,241],"strong":[38],"attenuation":[39,59],"in":[40,119,141,198,215,237],"case":[41],"intense":[43],"precipitation":[44],"(liquid":[45],"or":[46],"mixed":[47],"phase).":[48],"The":[49,164,224],"current":[50],"systems":[51],"do":[52],"not":[53],"compensate":[54,71],"backscattered":[55],"power":[56],"measurements":[57,186],"for":[58,112,221],"caused":[60],"propagation":[62],"through":[63],"precipitation,":[64],"while":[65],"dual-polarization":[66,184,207],"able":[69],"effectively":[72],"this":[73,82],"source":[74],"error":[76],"and":[77,124,176,243],"discriminate":[79],"hydrometeors.":[80],"In":[81],"work,":[83],"a":[84,102,230,245],"classification":[85,106,109,162],"algorithm":[86,107],"based":[87,251],"on":[88,252],"support":[89],"vector":[90],"machines":[91],"(SVM)":[92],"proposed.":[94],"Training":[95],"driven":[97],"output":[100,228],"Fuzzy":[103],"Logic":[104],"(FL)":[105],"(typical":[108],"approach":[110,247],"used":[111,157],"ground-based":[113],"radar).":[115],"SVM":[116,161,222],"high":[117],"performance":[118,218],"terms":[120],"time":[122],"processing":[123],"its":[125],"flexibility":[126],"configuration":[128],"using":[129,244],"all":[130],"type":[131],"inputs":[133],"variables":[134],"important":[136],"characteristics":[137],"be":[139],"included":[140],"some":[142],"avionic":[143],"specific":[144],"equipment,":[145],"such":[146],"as":[147],"Electronic":[149],"Flight":[150],"Bag":[151],"(EFB).":[152],"Two":[153],"datasets":[154],"have":[155],"been":[156],"test":[159],"algorithm.":[163],"first":[165],"dataset":[166],"composed":[168,181],"simulated":[170],"radar":[171,185,209],"polarimetric":[172],"observations":[173],"second":[178],"one":[179],"actual":[183],"collected":[187],"Special":[190],"Observation":[191],"Period":[192],"(SOP)":[193],"1.1":[194],"HYdrological":[196],"cycle":[197],"MEditerranean":[199],"EXperiment":[200],"(Hymex)":[201],"campaign":[202],"C-band":[205],"Doppler":[206],"(Polar":[210],"55C)":[211],"ISAC-CNR":[214],"Rome.":[216],"Good":[217],"obtained":[220],"classificator.":[223],"comparison":[225,239],"with":[226],"FL":[227],"shows":[229],"good":[231],"agreement":[232],"(up":[233],"90%)":[235],"both":[236],"qualitative":[238],"maps":[240,242],"quantitative":[246],"which":[248],"metric":[249],"confusion":[254],"matrix.":[255]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
