{"id":"https://openalex.org/W4293192769","doi":"https://doi.org/10.1109/jstars.2022.3162763","title":"Expand Dimensional of Seismic Data and Random Noise Attenuation Using Low-Rank Estimation","display_name":"Expand Dimensional of Seismic Data and Random Noise Attenuation Using Low-Rank Estimation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293192769","doi":"https://doi.org/10.1109/jstars.2022.3162763"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2022.3162763","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3162763","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9656571/09743608.pdf","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":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/9656571/09743608.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009280316","display_name":"Javad Mafakheri","orcid":"https://orcid.org/0000-0001-9098-6480"},"institutions":[{"id":"https://openalex.org/I176861719","display_name":"University of Shahrood","ror":"https://ror.org/00yqvtm78","country_code":"IR","type":"education","lineage":["https://openalex.org/I176861719"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Javad Mafakheri","raw_affiliation_strings":["School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran"],"raw_orcid":"https://orcid.org/0000-0001-9098-6480","affiliations":[{"raw_affiliation_string":"School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran","institution_ids":["https://openalex.org/I176861719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052199848","display_name":"Amin Roshandel Kahoo","orcid":"https://orcid.org/0000-0002-2214-2558"},"institutions":[{"id":"https://openalex.org/I176861719","display_name":"University of Shahrood","ror":"https://ror.org/00yqvtm78","country_code":"IR","type":"education","lineage":["https://openalex.org/I176861719"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amin Roshandel Kahoo","raw_affiliation_strings":["School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran"],"raw_orcid":"https://orcid.org/0000-0002-2214-2558","affiliations":[{"raw_affiliation_string":"School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran","institution_ids":["https://openalex.org/I176861719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042432101","display_name":"Rasoul Anvari","orcid":"https://orcid.org/0000-0003-3093-0340"},"institutions":[{"id":"https://openalex.org/I176861719","display_name":"University of Shahrood","ror":"https://ror.org/00yqvtm78","country_code":"IR","type":"education","lineage":["https://openalex.org/I176861719"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Rasoul Anvari","raw_affiliation_strings":["School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran"],"raw_orcid":"https://orcid.org/0000-0003-3093-0340","affiliations":[{"raw_affiliation_string":"School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran","institution_ids":["https://openalex.org/I176861719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012491705","display_name":"Mokhtar Mohammadi","orcid":"https://orcid.org/0000-0002-1393-5062"},"institutions":[{"id":"https://openalex.org/I4210125537","display_name":"Lebanese French University","ror":"https://ror.org/030t96b35","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210125537"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mokhtar Mohammadi","raw_affiliation_strings":["Department of Information Technology, College of Enginering and Computer Science, Lebanese French University, Kurdistan Region, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Enginering and Computer Science, Lebanese French University, Kurdistan Region, Iraq","institution_ids":["https://openalex.org/I4210125537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058195766","display_name":"Mohammad Radad","orcid":"https://orcid.org/0000-0002-3904-1999"},"institutions":[{"id":"https://openalex.org/I176861719","display_name":"University of Shahrood","ror":"https://ror.org/00yqvtm78","country_code":"IR","type":"education","lineage":["https://openalex.org/I176861719"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Radad","raw_affiliation_strings":["School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran"],"raw_orcid":"https://orcid.org/0000-0002-3904-1999","affiliations":[{"raw_affiliation_string":"School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran","institution_ids":["https://openalex.org/I176861719"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030706958","display_name":"Mehrdad Soleimani","orcid":"https://orcid.org/0000-0003-4755-4214"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]},{"id":"https://openalex.org/I176861719","display_name":"University of Shahrood","ror":"https://ror.org/00yqvtm78","country_code":"IR","type":"education","lineage":["https://openalex.org/I176861719"]}],"countries":["DE","IR"],"is_corresponding":false,"raw_author_name":"Mehrdad Soleimani Monfared","raw_affiliation_strings":["School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran","Karlsruhe Institute of Technology (KIT), Geophysical Institute, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4755-4214","affiliations":[{"raw_affiliation_string":"School of Mining, Petroleum and Geophysics Engineering, Shahrood University of Technology, Shahrood, Iran","institution_ids":["https://openalex.org/I176861719"]},{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT), Geophysical Institute, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":5.4447,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.97155279,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"15","issue":null,"first_page":"2773","last_page":"2781"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"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/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"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/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/wavelet","display_name":"Wavelet","score":0.6362972855567932},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.5835201740264893},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5596266388893127},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.4845251441001892},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47998306155204773},{"id":"https://openalex.org/keywords/singular-spectrum-analysis","display_name":"Singular spectrum analysis","score":0.471529096364975},{"id":"https://openalex.org/keywords/singular-value","display_name":"Singular value","score":0.44896507263183594},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42666566371917725},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.4190804362297058},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.3796137571334839},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36704692244529724},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34121134877204895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2526099681854248},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08757680654525757}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6362972855567932},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5835201740264893},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5596266388893127},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.4845251441001892},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47998306155204773},{"id":"https://openalex.org/C136272165","wikidata":"https://www.wikidata.org/wiki/Q4048889","display_name":"Singular spectrum analysis","level":3,"score":0.471529096364975},{"id":"https://openalex.org/C109282560","wikidata":"https://www.wikidata.org/wiki/Q4166054","display_name":"Singular value","level":3,"score":0.44896507263183594},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42666566371917725},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.4190804362297058},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.3796137571334839},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36704692244529724},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34121134877204895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2526099681854248},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08757680654525757},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/jstars.2022.3162763","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3162763","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9656571/09743608.pdf","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":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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"},{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000146043","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000146043","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, 2773\u20132781","raw_type":"doc-type:article"},{"id":"pmh:oai:doaj.org/article:d0348a60cd1a464da9869f80f5605c26","is_oa":true,"landing_page_url":"https://doaj.org/article/d0348a60cd1a464da9869f80f5605c26","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 2773-2781 (2022)","raw_type":"article"},{"id":"doi:10.5445/ir/1000146043","is_oa":true,"landing_page_url":"https://doi.org/10.5445/ir/1000146043","pdf_url":null,"source":{"id":"https://openalex.org/S7407052948","display_name":"KITopen","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1109/jstars.2022.3162763","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3162763","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9656571/09743608.pdf","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":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293192769.pdf","grobid_xml":"https://content.openalex.org/works/W4293192769.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1499863513","https://openalex.org/W1566955677","https://openalex.org/W1973820033","https://openalex.org/W1974042113","https://openalex.org/W1982163941","https://openalex.org/W2014301584","https://openalex.org/W2017304912","https://openalex.org/W2025727209","https://openalex.org/W2030144655","https://openalex.org/W2047071281","https://openalex.org/W2057485255","https://openalex.org/W2077956911","https://openalex.org/W2106287462","https://openalex.org/W2132454757","https://openalex.org/W2133015712","https://openalex.org/W2141953966","https://openalex.org/W2189486946","https://openalex.org/W2280613569","https://openalex.org/W2282024151","https://openalex.org/W2555800441","https://openalex.org/W2579302569","https://openalex.org/W2614600089","https://openalex.org/W2614683497","https://openalex.org/W2744992965","https://openalex.org/W2763474475","https://openalex.org/W2790872084","https://openalex.org/W2893603301","https://openalex.org/W2901533864","https://openalex.org/W2905560685","https://openalex.org/W2937694781","https://openalex.org/W2947739840","https://openalex.org/W2962829619","https://openalex.org/W2962946304","https://openalex.org/W2981420153","https://openalex.org/W2989851576","https://openalex.org/W2994652882","https://openalex.org/W3004437882","https://openalex.org/W3083916864","https://openalex.org/W3100639561","https://openalex.org/W6681016373","https://openalex.org/W6687292673"],"related_works":["https://openalex.org/W4319586039","https://openalex.org/W4382583540","https://openalex.org/W2010100052","https://openalex.org/W2148568324","https://openalex.org/W1990844505","https://openalex.org/W1607100495","https://openalex.org/W4378770618","https://openalex.org/W4386721910","https://openalex.org/W2038393145","https://openalex.org/W2085555817"],"abstract_inverted_index":{"Random":[0],"noise":[1,16,40,46,184,228],"attenuation":[2,47],"in":[3,74,127,148],"seismic":[4,32,64,69,83,96,230],"data":[5,65,70,84,97,164],"requires":[6],"employing":[7,86],"leading-edge":[8],"methods":[9,48,219],"to":[10,59,81,98,101,117,156],"attain":[11],"reliable":[12],"denoised":[13,63],"data.":[14,231],"Efficient":[15],"removal,":[17],"effective":[18,62,133,158],"signal":[19,29],"preservation":[20],"and":[21,31,77,122,162,175,203,210],"recovery,":[22],"reasonable":[23],"processing":[24],"time":[25],"with":[26,180,217],"a":[27,38,72],"minimum":[28],"distortion":[30],"event":[33],"deterioration":[34],"are":[35,44,166],"properties":[36],"of":[37,108,171,213],"desired":[39],"suppression":[41,185],"algorithm.":[42],"There":[43],"various":[45],"available":[49],"that":[50,221],"more":[51,61],"or":[52],"less":[53],"have":[54],"these":[55],"properties.":[56],"We":[57],"aim":[58],"obtain":[60],"by":[66,85],"assuming":[67],"3-D":[68,94],"as":[71,188],"tensor":[73,110,190,199],"order":[75],"three":[76],"increasing":[78],"its":[79],"dimension":[80,116,155],"4-D":[82,207],"continuous":[87],"wavelet":[88,129,150],"transform":[89],"(CWT).":[90],"First,":[91],"we":[92],"map":[93],"block":[95,198,205],"smaller":[99],"blocks":[100],"estimate":[102],"the":[103,109,114,119,128,132,149,153,172,176,181,189,196,204,214,222],"low-rank":[104,134],"component.":[105],"The":[106],"CWT":[107],"is":[111,136,146],"calculated":[112],"along":[113,152],"third":[115,154],"extract":[118],"singular":[120,143,193,200],"values":[121],"their":[123],"related":[124],"left/right":[125],"vectors":[126],"domain.":[130],"Afterward,":[131],"component":[135],"extracted":[137],"using":[138],"optimized":[139],"coefficients":[140],"for":[141,168],"each":[142],"value.":[144],"Thresholding":[145],"applied":[147],"domain":[151],"calculate":[157],"coefficients.":[159],"Two":[160],"synthetic":[161],"field":[163],"examples":[165],"considered":[167],"performance":[169],"evaluation":[170],"proposed":[173,215,223],"method,":[174],"results":[177],"were":[178],"compared":[179],"competitive":[182],"random":[183,227],"methods,":[186],"such":[187],"optimum":[191],"shrinkage":[192],"value":[194,201],"decomposition,":[195],"iterative":[197],"thresholding,":[202],"matching":[206],"algorithms.":[208],"Qualitative":[209],"quantitative":[211],"comparison":[212],"method":[216,224],"other":[218],"indicates":[220],"efficiently":[225],"eliminates":[226],"from":[229]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}