{"id":"https://openalex.org/W2064280499","doi":"https://doi.org/10.1109/jstars.2012.2201449","title":"On the Use of a Cluster Ensemble Cloud Classification Technique in Satellite Precipitation Estimation","display_name":"On the Use of a Cluster Ensemble Cloud Classification Technique in Satellite Precipitation Estimation","publication_year":2012,"publication_date":"2012-07-10","ids":{"openalex":"https://openalex.org/W2064280499","doi":"https://doi.org/10.1109/jstars.2012.2201449","mag":"2064280499"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2012.2201449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2012.2201449","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/A5044617819","display_name":"Majid Mahrooghy","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Majid Mahrooghy","raw_affiliation_strings":["Department of Electrical Engineering, Geosystems Research Institute, Mississippi State University, MS, USA","Dept. of Electr. Eng., Mississippi State Univ., Starkville, MS, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Geosystems Research Institute, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Mississippi State Univ., Starkville, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075380767","display_name":"Nicolas H. Younan","orcid":"https://orcid.org/0000-0003-0815-5173"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicolas H. Younan","raw_affiliation_strings":["Department of Electrical Engineering, Geosystems Research Institute, Mississippi State University, MS, USA","Dept. of Electr. Eng., Mississippi State Univ., Starkville, MS, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Geosystems Research Institute, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Mississippi State Univ., Starkville, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026632303","display_name":"Valentine Anantharaj","orcid":"https://orcid.org/0000-0002-9356-1311"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valentine G. Anantharaj","raw_affiliation_strings":["The National Center for Computational Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, USA","Nat. Center for Comput. Sci., Oak Ridge Nat. Lab., Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The National Center for Computational Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Nat. Center for Comput. Sci., Oak Ridge Nat. Lab., Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081614551","display_name":"James V. Aanstoos","orcid":"https://orcid.org/0000-0002-3594-4189"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Aanstoos","raw_affiliation_strings":["Geosystems Research Institute, Mississippi State University, MS, USA","GeoSystems Res. Inst., Mississippi State Univ., Starkville, MS, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geosystems Research Institute, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]},{"raw_affiliation_string":"GeoSystems Res. Inst., Mississippi State Univ., Starkville, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003386566","display_name":"Shantia Yarahmadian","orcid":"https://orcid.org/0000-0002-8088-9772"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shantia Yarahmadian","raw_affiliation_strings":["Department of Mathematics and Statistics, Mississippi State University, MS, USA","Dept. of Math. & Stat., Mississippi State Univ., Starkville, MS, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Mississippi State University, MS, USA","institution_ids":["https://openalex.org/I99041443"]},{"raw_affiliation_string":"Dept. of Math. & Stat., Mississippi State Univ., Starkville, MS, USA#TAB#","institution_ids":["https://openalex.org/I99041443"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":0.686,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.74133596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"5","issue":"5","first_page":"1356","last_page":"1363"},"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":0.9995999932289124,"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/T10347","display_name":"Atmospheric aerosols and clouds","score":0.9966999888420105,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6721738576889038},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6217544078826904},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6132288575172424},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6026730537414551},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.549669623374939},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.5034515261650085},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4332394599914551},{"id":"https://openalex.org/keywords/brightness-temperature","display_name":"Brightness temperature","score":0.43229812383651733},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4245802164077759},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.41444748640060425},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.3695441484451294},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3487287759780884},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.34747788310050964},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34573793411254883},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.23161542415618896},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09579896926879883}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6721738576889038},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6217544078826904},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6132288575172424},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6026730537414551},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.549669623374939},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.5034515261650085},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4332394599914551},{"id":"https://openalex.org/C53802167","wikidata":"https://www.wikidata.org/wiki/Q4538627","display_name":"Brightness temperature","level":3,"score":0.43229812383651733},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4245802164077759},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.41444748640060425},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.3695441484451294},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3487287759780884},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34747788310050964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34573793411254883},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.23161542415618896},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09579896926879883},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.0},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstars.2012.2201449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2012.2201449","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":0.5799999833106995,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309637","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872"},{"id":"https://openalex.org/F4320322864","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43"},{"id":"https://openalex.org/F4320324096","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796"},{"id":"https://openalex.org/F4320332688","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W100104462","https://openalex.org/W1548779692","https://openalex.org/W1768619703","https://openalex.org/W1972370825","https://openalex.org/W1986772084","https://openalex.org/W1992839946","https://openalex.org/W1995622703","https://openalex.org/W2007139266","https://openalex.org/W2028079979","https://openalex.org/W2037183202","https://openalex.org/W2068543530","https://openalex.org/W2088187868","https://openalex.org/W2089242055","https://openalex.org/W2099270539","https://openalex.org/W2100022944","https://openalex.org/W2101394945","https://openalex.org/W2111596024","https://openalex.org/W2115346774","https://openalex.org/W2117698578","https://openalex.org/W2119803205","https://openalex.org/W2122644269","https://openalex.org/W2139280638","https://openalex.org/W2147465180","https://openalex.org/W2150083782","https://openalex.org/W2158275940","https://openalex.org/W2165508348","https://openalex.org/W2172609192","https://openalex.org/W2175875411","https://openalex.org/W2176363432","https://openalex.org/W2181092608","https://openalex.org/W2335920499","https://openalex.org/W4244494905","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4313255441","https://openalex.org/W3161321444","https://openalex.org/W1995930795","https://openalex.org/W2549765251","https://openalex.org/W2138214894","https://openalex.org/W3027394838","https://openalex.org/W134976887","https://openalex.org/W1582206143","https://openalex.org/W2734888972","https://openalex.org/W1840273037"],"abstract_inverted_index":{"In":[0,91],"this":[1],"paper,":[2],"the":[3,28,48,53,95,98,114,118,125,158,161,168,175,191,195],"link-based":[4],"cluster":[5,94,115,196],"ensemble":[6,116],"(LCE)":[7],"method":[8,100],"is":[9,25,164,184],"utilized":[10],"to":[11,93,124,156],"improve":[12],"cloud":[13,61,66,72,96],"classification":[14],"and":[15,76,84,149,170,177],"satellite":[16,89],"precipitation":[17],"estimation.":[18],"High":[19],"resolution":[20],"Satellite":[21],"Precipitation":[22,29],"Estimation":[23,30],"(SPE)":[24],"based":[26],"on":[27],"from":[31,105],"Remotely":[32],"Sensed":[33],"Imagery":[34],"using":[35,74,88,113,128,194],"an":[36],"Artificial":[37],"Neural":[38],"Network":[39],"Cloud":[40],"Classification":[41],"(PERSIANN-CCS)":[42],"algorithm.":[43,162],"This":[44],"modified":[45],"SPE":[46,126],"with":[47],"incorporation":[49],"of":[50,59,80,120,142,160],"LCE":[51,99],"involves":[52],"following":[54],"four":[55],"steps:":[56],"1)":[57],"segmentation":[58],"infrared":[60],"images":[62],"into":[63],"patches;":[64],"2)":[65],"patch":[67],"feature":[68],"extraction;":[69],"3)":[70],"clustering":[71,107],"patches":[73],"LCE;":[75],"4)":[77],"dynamic":[78],"application":[79],"brightness":[81],"temperature":[82],"(Tb)":[83],"rain-rate":[85],"relationships,":[86],"derived":[87],"observations.":[90],"order":[92],"patches,":[97],"combines":[101],"multiple":[102],"data":[103],"partitions":[104],"different":[106],"methods.":[108],"The":[109,136],"results":[110],"show":[111],"that":[112,166],"increases":[117],"performance":[119,159],"rainfall":[121],"estimates":[122],"compared":[123],"algorithm":[127],"a":[129],"Self":[130],"Organizing":[131],"Map":[132],"(SOM)":[133],"neural":[134],"network.":[135],"false":[137],"alarm":[138],"ratio":[139],"(FAR),":[140],"probabilities":[141],"detection":[143],"(POD),":[144],"equitable":[145],"threat":[146],"score":[147],"(ETS),":[148],"bias":[150,171],"are":[151],"used":[152],"as":[153],"quantitative":[154],"measures":[155],"assess":[157],"It":[163],"shown":[165],"both":[167],"ETS":[169,182],"provide":[172],"improvement":[173,183],"in":[174],"summer":[176],"winter":[178,192],"seasons.":[179],"Almost":[180],"5%":[181],"obtained":[185],"at":[186],"some":[187],"threshold":[188],"values":[189],"for":[190],"season":[193],"ensemble.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
