{"id":"https://openalex.org/W4410582421","doi":"https://doi.org/10.1109/access.2025.3572106","title":"Low-Frequency Model Constrained Petrophysical Estimation Based on Canonical Correlation Analysis","display_name":"Low-Frequency Model Constrained Petrophysical Estimation Based on Canonical Correlation Analysis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410582421","doi":"https://doi.org/10.1109/access.2025.3572106"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3572106","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3572106","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3572106","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019958102","display_name":"Hanming Chen","orcid":"https://orcid.org/0000-0003-4905-5160"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]},{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hanming Chen","raw_affiliation_strings":["Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, National Key Laboratory of Petroleum Resources and Engineering, CNPC Key Laboratory of Geophysical Exploration, China University of Petroleum (Beijing), Beijing, China","CNPC Key Laboratory of Geophysical Exploration, National Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, National Key Laboratory of Petroleum Resources and Engineering, CNPC Key Laboratory of Geophysical Exploration, China University of Petroleum (Beijing), Beijing, China","institution_ids":["https://openalex.org/I204553293","https://openalex.org/I98227222"]},{"raw_affiliation_string":"CNPC Key Laboratory of Geophysical Exploration, National Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066042185","display_name":"Lingqian Wang","orcid":"https://orcid.org/0000-0002-9197-8156"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]},{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingqian Wang","raw_affiliation_strings":["Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, National Key Laboratory of Petroleum Resources and Engineering, CNPC Key Laboratory of Geophysical Exploration, China University of Petroleum (Beijing), Beijing, China","CNPC Key Laboratory of Geophysical Exploration, National Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, National Key Laboratory of Petroleum Resources and Engineering, CNPC Key Laboratory of Geophysical Exploration, China University of Petroleum (Beijing), Beijing, China","institution_ids":["https://openalex.org/I204553293","https://openalex.org/I98227222"]},{"raw_affiliation_string":"CNPC Key Laboratory of Geophysical Exploration, National Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063409858","display_name":"Yamei Cao","orcid":"https://orcid.org/0009-0005-4852-9100"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yamei Cao","raw_affiliation_strings":["National Institute of Natural Hazards, Ministry of Emergency Management of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Institute of Natural Hazards, Ministry of Emergency Management of China, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387079","display_name":"Ning Wang","orcid":"https://orcid.org/0000-0001-5609-7401"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Wang","raw_affiliation_strings":["School of Earth Sciences, Northeast Petroleum University, Daqing, China","Northeast Petroleum University, Daqing, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Sciences, Northeast Petroleum University, Daqing, China","institution_ids":["https://openalex.org/I921716337"]},{"raw_affiliation_string":"Northeast Petroleum University, Daqing, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086807681","display_name":"Hui Zhou","orcid":"https://orcid.org/0000-0002-0166-0073"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]},{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhou","raw_affiliation_strings":["Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, National Key Laboratory of Petroleum Resources and Engineering, CNPC Key Laboratory of Geophysical Exploration, China University of Petroleum (Beijing), Beijing, China","CNPC Key Laboratory of Geophysical Exploration, National Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, National Key Laboratory of Petroleum Resources and Engineering, CNPC Key Laboratory of Geophysical Exploration, China University of Petroleum (Beijing), Beijing, China","institution_ids":["https://openalex.org/I204553293","https://openalex.org/I98227222"]},{"raw_affiliation_string":"CNPC Key Laboratory of Geophysical Exploration, National Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030078204","display_name":"Ming\u2010Yu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]},{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyu Yang","raw_affiliation_strings":["Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, National Key Laboratory of Petroleum Resources and Engineering, CNPC Key Laboratory of Geophysical Exploration, China University of Petroleum (Beijing), Beijing, China","CNPC Key Laboratory of Geophysical Exploration, National Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, National Key Laboratory of Petroleum Resources and Engineering, CNPC Key Laboratory of Geophysical Exploration, China University of Petroleum (Beijing), Beijing, China","institution_ids":["https://openalex.org/I204553293","https://openalex.org/I98227222"]},{"raw_affiliation_string":"CNPC Key Laboratory of Geophysical Exploration, National Key Laboratory of Petroleum Resources and Engineering, China University of Petroleum, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5019958102"],"corresponding_institution_ids":["https://openalex.org/I204553293","https://openalex.org/I98227222"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12024135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"96111","last_page":"96119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10399","display_name":"Hydrocarbon exploration and reservoir analysis","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10399","display_name":"Hydrocarbon exploration and reservoir analysis","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9700000286102295,"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/T12603","display_name":"NMR spectroscopy and applications","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.7138880491256714},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.569968581199646},{"id":"https://openalex.org/keywords/petrophysics","display_name":"Petrophysics","score":0.4895394742488861},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4792487621307373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46087557077407837},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.37231332063674927},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2804983854293823},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2017708122730255},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09485414624214172},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.08263334631919861}],"concepts":[{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.7138880491256714},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.569968581199646},{"id":"https://openalex.org/C46293882","wikidata":"https://www.wikidata.org/wiki/Q2080707","display_name":"Petrophysics","level":3,"score":0.4895394742488861},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4792487621307373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46087557077407837},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37231332063674927},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2804983854293823},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2017708122730255},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09485414624214172},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.08263334631919861},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3572106","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3572106","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5e8266724ab5443a85f42ddd5a3a3fd4","is_oa":true,"landing_page_url":"https://doaj.org/article/5e8266724ab5443a85f42ddd5a3a3fd4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 96111-96119 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3572106","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3572106","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1835947598","display_name":null,"funder_award_id":"2462023BJRC032","funder_id":"https://openalex.org/F4320326291","funder_display_name":"Science Foundation of China University of Petroleum, Beijing"},{"id":"https://openalex.org/G230130250","display_name":null,"funder_award_id":"42304120","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8990270788","display_name":null,"funder_award_id":"2462023BJRC032","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326291","display_name":"Science Foundation of China University of Petroleum, Beijing","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W15242090","https://openalex.org/W1993252592","https://openalex.org/W2033280612","https://openalex.org/W2064879222","https://openalex.org/W2082667383","https://openalex.org/W2112600316","https://openalex.org/W2123023966","https://openalex.org/W2132294442","https://openalex.org/W2138239670","https://openalex.org/W2168225771","https://openalex.org/W2174817738","https://openalex.org/W2185066142","https://openalex.org/W2216158371","https://openalex.org/W2346711890","https://openalex.org/W2518891195","https://openalex.org/W2581526618","https://openalex.org/W2584866998","https://openalex.org/W2592051942","https://openalex.org/W2604304196","https://openalex.org/W2765363079","https://openalex.org/W2782690644","https://openalex.org/W2794330802","https://openalex.org/W2804427411","https://openalex.org/W2887200614","https://openalex.org/W3097213278","https://openalex.org/W4229041844","https://openalex.org/W4285493960","https://openalex.org/W4322734197","https://openalex.org/W4380205816","https://openalex.org/W4384826790","https://openalex.org/W4388573139","https://openalex.org/W4388698602","https://openalex.org/W4390660221","https://openalex.org/W4391341530","https://openalex.org/W4396230777","https://openalex.org/W4396680397","https://openalex.org/W4399319584","https://openalex.org/W4399885464","https://openalex.org/W4399907435","https://openalex.org/W4400358542","https://openalex.org/W4401635348","https://openalex.org/W4403210144","https://openalex.org/W4403295410","https://openalex.org/W4403674928","https://openalex.org/W4404058544"],"related_works":["https://openalex.org/W2367413540","https://openalex.org/W1968846550","https://openalex.org/W1991315556","https://openalex.org/W4387164999","https://openalex.org/W2070623039","https://openalex.org/W2006749424","https://openalex.org/W3131670725","https://openalex.org/W2155515508","https://openalex.org/W2334424990","https://openalex.org/W2354853260"],"abstract_inverted_index":{"Petrophysical":[0],"estimation":[1,74],"serves":[2],"as":[3,46],"a":[4,98,183],"critical":[5],"tool":[6],"for":[7,186],"quantitative":[8],"interpretation":[9],"in":[10,33,53,178,189],"reservoir":[11,187],"characterization,":[12],"bridging":[13],"the":[14,36,91,102,108,115,137,153,171],"gap":[15],"between":[16,39,118,130],"petrophysical":[17,60,121,131,144,180],"and":[18,57,120,132,149,173],"elastic":[19,119,133],"parameters.":[20,41,122],"Traditional":[21],"approaches,":[22],"which":[23,69],"rely":[24],"heavily":[25],"on":[26],"rock":[27],"physics":[28],"models,":[29],"often":[30],"face":[31],"challenges":[32],"accurately":[34],"capturing":[35],"complex":[37,190],"relationships":[38,56,129],"these":[40],"While":[42],"statistical":[43,128],"methods":[44],"such":[45],"canonical":[47,92],"correlation":[48,93],"analysis":[49,94],"have":[50],"shown":[51],"promise":[52],"identifying":[54],"linear":[55,116],"efficiently":[58],"estimating":[59],"parameters,":[61,134,181],"they":[62],"tend":[63],"to":[64,72,165],"overlook":[65],"low-frequency":[66,87,99,111],"variation":[67,112],"trends,":[68,113],"can":[70],"lead":[71],"unreliable":[73],"results.":[75],"To":[76],"address":[77],"this":[78,124],"limitation,":[79],"we":[80,105],"propose":[81],"an":[82],"enhanced":[83],"method":[84,159],"that":[85,156],"integrates":[86],"model":[88,100],"constraints":[89],"into":[90],"framework.":[95],"By":[96],"incorporating":[97],"during":[101],"standardization":[103],"process,":[104],"effectively":[106],"eliminate":[107],"influence":[109],"of":[110,139,143,175],"strengthening":[114],"relationship":[117],"Meanwhile,":[123],"approach":[125,177],"establishes":[126],"robust":[127],"thereby":[135],"improving":[136],"accuracy":[138,163],"subsurface":[140],"spatial":[141],"mapping":[142],"properties.":[145],"In":[146],"both":[147],"synthetic":[148],"field":[150],"data":[151],"experiments,":[152],"results":[154],"demonstrate":[155],"our":[157,176],"proposed":[158],"achieves":[160],"significantly":[161],"higher":[162],"compared":[164],"conventional":[166],"techniques.":[167],"These":[168],"findings":[169],"highlight":[170],"reliability":[172],"precision":[174],"characterizing":[179],"offering":[182],"valuable":[184],"advancement":[185],"characterization":[188],"geological":[191],"environments.":[192]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}