{"id":"https://openalex.org/W2052188487","doi":"https://doi.org/10.1109/tgrs.2013.2266277","title":"Application of Compressive Sensing to Refractivity Retrieval Using Networked Weather Radars","display_name":"Application of Compressive Sensing to Refractivity Retrieval Using Networked Weather Radars","publication_year":2013,"publication_date":"2013-07-03","ids":{"openalex":"https://openalex.org/W2052188487","doi":"https://doi.org/10.1109/tgrs.2013.2266277","mag":"2052188487"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2013.2266277","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2013.2266277","pdf_url":"https://ieeexplore.ieee.org/ielx7/36/6750044/06553149.pdf","source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/36/6750044/06553149.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077101463","display_name":"Serkan \u00d6zt\u00fcrk","orcid":"https://orcid.org/0000-0003-1322-5164"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Serkan Ozturk","raw_affiliation_strings":["Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA","Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033013034","display_name":"Tian\u2010You Yu","orcid":"https://orcid.org/0000-0003-2819-2748"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tian-You Yu","raw_affiliation_strings":["Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA","Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101654842","display_name":"Lei Ding","orcid":"https://orcid.org/0000-0003-2277-267X"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei Ding","raw_affiliation_strings":["Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA","Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Univ. of Oklahoma, Norman, OK, USA#TAB#","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035737248","display_name":"Robert D. Palmer","orcid":"https://orcid.org/0000-0001-9228-3500"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert D. Palmer","raw_affiliation_strings":["Sch. of Meteorol., Univ. of Oklahoma, Norman, OK, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Meteorol., Univ. of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021317399","display_name":"Nicholas A. Gasperoni","orcid":null},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Antonio Gasperoni","raw_affiliation_strings":["Sch. of Meteorol., Univ. of Oklahoma, Norman, OK, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Meteorol., Univ. of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I8692664"],"apc_list":null,"apc_paid":null,"fwci":0.5315,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70436016,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"52","issue":"5","first_page":"2799","last_page":"2809"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9998999834060669,"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/T11234","display_name":"Precipitation Measurement and Analysis","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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6380264759063721},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.6266624927520752},{"id":"https://openalex.org/keywords/underdetermined-system","display_name":"Underdetermined system","score":0.5986328125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5362182855606079},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.5042022466659546},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.48908454179763794},{"id":"https://openalex.org/keywords/weather-radar","display_name":"Weather radar","score":0.4297521114349365},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3862166702747345},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3636537492275238},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.31595295667648315},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23635661602020264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1465277373790741},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12059777975082397},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09209805727005005}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6380264759063721},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.6266624927520752},{"id":"https://openalex.org/C179690561","wikidata":"https://www.wikidata.org/wiki/Q4316110","display_name":"Underdetermined system","level":2,"score":0.5986328125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5362182855606079},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.5042022466659546},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.48908454179763794},{"id":"https://openalex.org/C92237259","wikidata":"https://www.wikidata.org/wiki/Q863343","display_name":"Weather radar","level":3,"score":0.4297521114349365},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3862166702747345},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3636537492275238},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.31595295667648315},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23635661602020264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1465277373790741},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12059777975082397},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09209805727005005},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2013.2266277","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2013.2266277","pdf_url":"https://ieeexplore.ieee.org/ielx7/36/6750044/06553149.pdf","source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tgrs.2013.2266277","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2013.2266277","pdf_url":"https://ieeexplore.ieee.org/ielx7/36/6750044/06553149.pdf","source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.6399999856948853,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2052188487.pdf","grobid_xml":"https://content.openalex.org/works/W2052188487.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W67772112","https://openalex.org/W1523595302","https://openalex.org/W1552227706","https://openalex.org/W1964088065","https://openalex.org/W2014983168","https://openalex.org/W2015986688","https://openalex.org/W2030410449","https://openalex.org/W2044762091","https://openalex.org/W2055636375","https://openalex.org/W2063366503","https://openalex.org/W2069288879","https://openalex.org/W2073670734","https://openalex.org/W2082476922","https://openalex.org/W2091256848","https://openalex.org/W2092401617","https://openalex.org/W2100115174","https://openalex.org/W2101675075","https://openalex.org/W2103559027","https://openalex.org/W2103585160","https://openalex.org/W2104266187","https://openalex.org/W2109357213","https://openalex.org/W2119667497","https://openalex.org/W2125680629","https://openalex.org/W2129131372","https://openalex.org/W2140122025","https://openalex.org/W2147656689","https://openalex.org/W2152265671","https://openalex.org/W2154332973","https://openalex.org/W2157059852","https://openalex.org/W2161472040","https://openalex.org/W2178433667","https://openalex.org/W2296616510","https://openalex.org/W2921161464","https://openalex.org/W3098699758","https://openalex.org/W3125735862","https://openalex.org/W4212783130","https://openalex.org/W4238744307","https://openalex.org/W4250955649","https://openalex.org/W6673172288"],"related_works":["https://openalex.org/W2549922247","https://openalex.org/W2300663769","https://openalex.org/W1523391825","https://openalex.org/W2152231009","https://openalex.org/W1939631077","https://openalex.org/W2735239078","https://openalex.org/W2152589265","https://openalex.org/W2071589878","https://openalex.org/W2963414100","https://openalex.org/W2372875289"],"abstract_inverted_index":{"Radar-derived":[0],"refractivity":[1,87,145,159,205,224],"from":[2,163],"stationary":[3],"ground":[4,59],"targets":[5],"can":[6,61,100,214],"be":[7,62],"used":[8],"as":[9,121],"a":[10,33,41,47,90,131],"proxy":[11],"of":[12,24,43,57,78,92,142,178,183,197,201,222],"near-surface":[13],"moisture":[14],"field":[15,88],"and":[16,36,65,113,149,188,203,219],"has":[17,95,114],"the":[18,22,55,67,86,106,138,157,164,176,179,191,223],"potential":[19],"to":[20,84,117,136,174,190],"improve":[21],"forecast":[23],"convection":[25],"initiation.":[26],"Refractivity":[27],"retrieval":[28,68,146],"was":[29,37,172,185],"originally":[30],"developed":[31,135],"for":[32,40,105,144,194],"single":[34,148],"radar":[35,125],"recently":[38],"extended":[39],"network":[42,91],"radars":[44,151],"by":[45],"solving":[46],"constrained":[48],"least":[49],"squares":[50],"(CLS)":[51],"minimization.":[52],"In":[53,72,128],"practice,":[54],"number":[56],"high-quality":[58,220],"returns":[60],"often":[63],"limited,":[64],"consequently,":[66],"problem":[69,109],"becomes":[70],"ill-conditioned.":[71],"this":[73,129],"paper,":[74,130],"an":[75,102],"emerging":[76],"technology":[77],"compressive":[79],"sensing":[80],"(CS)":[81],"is":[82,134,152],"proposed":[83],"estimate":[85],"using":[89,147,154],"radars.":[93],"It":[94],"been":[96,115],"shown":[97,211],"that":[98,212],"CS":[99,132,143,184,213],"provide":[101,216],"optimal":[103],"solution":[104],"underdetermined":[107],"inverse":[108],"under":[110],"certain":[111],"conditions":[112],"applied":[116],"different":[118],"fields":[119,160],"such":[120],"magnetic":[122],"resonance":[123],"imaging,":[124,126],"etc.":[127],"framework":[133],"solve":[137],"inversion.":[139],"The":[140,169,181],"feasibility":[141],"multiple":[150],"demonstrated":[153],"simulations,":[155],"where":[156],"model":[158,204],"were":[161],"obtained":[162],"Advanced":[165],"Regional":[166],"Prediction":[167],"System.":[168],"root-mean-squared":[170],"error":[171],"introduced":[173],"quantify":[175],"performance":[177,182],"retrieval.":[180],"assessed":[186],"statistically":[187],"compared":[189],"CLS":[192],"estimates":[193,221],"various":[195],"amounts":[196],"measurement":[198],"errors,":[199],"numbers":[200],"radars,":[202],"fields.":[206],"Our":[207],"preliminary":[208],"results":[209],"have":[210],"consistently":[215],"relatively":[217],"robust":[218],"field.":[225]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}