{"id":"https://openalex.org/W3216636181","doi":"https://doi.org/10.3997/2214-4609.202186014","title":"Direct Probabilistic Inversion: Adding Back Geology into Geophysics Through Probabilistic Inversion Extended to Anisotropic Quantitative Interpretation","display_name":"Direct Probabilistic Inversion: Adding Back Geology into Geophysics Through Probabilistic Inversion Extended to Anisotropic Quantitative Interpretation","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3216636181","doi":"https://doi.org/10.3997/2214-4609.202186014","mag":"3216636181"},"language":"en","primary_location":{"id":"doi:10.3997/2214-4609.202186014","doi":"https://doi.org/10.3997/2214-4609.202186014","is_oa":false,"landing_page_url":"https://doi.org/10.3997/2214-4609.202186014","pdf_url":null,"source":{"id":"https://openalex.org/S7407114271","display_name":"EAGE Workshop on East Canada Offshore Exploration","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"First EAGE Workshop on East Canada Offshore Exploration","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5091583515","display_name":"Bill Goodway","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Goodway","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069167775","display_name":"Raul Cova","orcid":"https://orcid.org/0000-0003-3680-7490","observed_orcids":["https://orcid.org/0000-0003-3680-7490"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Cova","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"M. Perez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Perez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039646784","display_name":"Evan Mutual","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E. Mutual","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037160263","display_name":"Wendell Pardasie","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"W. Pardasie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041760829","display_name":"Ask Frode Jakobsen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. JaKobsen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5109869620","display_name":"Henrik Juhl Hansen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"H. Hansen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37484478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.989300012588501,"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":0.989300012588501,"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/T13067","display_name":"Geological Modeling and Analysis","score":0.004000000189989805,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"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/T13193","display_name":"Geological Studies and Exploration","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"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/bayesian-inference","display_name":"Bayesian inference","score":0.671999990940094},{"id":"https://openalex.org/keywords/avo-inversion","display_name":"AVO inversion","score":0.7689999938011169},{"id":"https://openalex.org/keywords/error-propagation","display_name":"error propagation","score":0.7879999876022339},{"id":"https://openalex.org/keywords/reservoir-characterization","display_name":"reservoir characterization","score":0.640999972820282},{"id":"https://openalex.org/keywords/non-uniqueness-of-inversion","display_name":"non-uniqueness of inversion","score":0.7310000061988831},{"id":"https://openalex.org/keywords/prior-knowledge-integration","display_name":"prior knowledge incorporation","score":0.5820000171661377},{"id":"https://openalex.org/keywords/computational-cost-reduction","display_name":"computational complexity reduction","score":0.703000009059906},{"id":"https://openalex.org/keywords/montney-formation","display_name":"Montney Formation","score":0.5770000219345093},{"id":"https://openalex.org/keywords/north-sea","display_name":"North Sea","score":0.703000009059906}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.7386690378189087},{"id":"https://openalex.org/C46293882","wikidata":"https://www.wikidata.org/wiki/Q2080707","display_name":"Petrophysics","level":3,"score":0.6980611681938171},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6812268495559692},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.6726654171943665},{"id":"https://openalex.org/C39267094","wikidata":"https://www.wikidata.org/wiki/Q7446968","display_name":"Seismic inversion","level":3,"score":0.6049289703369141},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5722545385360718},{"id":"https://openalex.org/C170152797","wikidata":"https://www.wikidata.org/wiki/Q2348608","display_name":"Environmental geology","level":4,"score":0.5383492708206177},{"id":"https://openalex.org/C161028810","wikidata":"https://www.wikidata.org/wiki/Q2138304","display_name":"Regional geology","level":4,"score":0.4688645005226135},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.46862274408340454},{"id":"https://openalex.org/C14641988","wikidata":"https://www.wikidata.org/wiki/Q7315329","display_name":"Reservoir modeling","level":2,"score":0.4460234045982361},{"id":"https://openalex.org/C162284963","wikidata":"https://www.wikidata.org/wiki/Q17106102","display_name":"Submarine pipeline","level":2,"score":0.4439561367034912},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4272942543029785},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40779486298561096},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3932878375053406},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.3866868019104004},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3732578754425049},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.2641366124153137},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.23813259601593018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2219843566417694},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.21123898029327393},{"id":"https://openalex.org/C33556824","wikidata":"https://www.wikidata.org/wiki/Q179509","display_name":"Hydrogeology","level":2,"score":0.16669046878814697},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15621298551559448},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1359746754169464},{"id":"https://openalex.org/C159737794","wikidata":"https://www.wikidata.org/wiki/Q124274","display_name":"Azimuth","level":2,"score":0.10138949751853943},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.0},{"id":"https://openalex.org/C2776867696","wikidata":"https://www.wikidata.org/wiki/Q3743777","display_name":"Telmatology","level":3,"score":0.0},{"id":"https://openalex.org/C2993313656","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Metamorphic petrology","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3997/2214-4609.202186014","doi":"https://doi.org/10.3997/2214-4609.202186014","is_oa":false,"landing_page_url":"https://doi.org/10.3997/2214-4609.202186014","pdf_url":null,"source":{"id":"https://openalex.org/S7407114271","display_name":"EAGE Workshop on East Canada Offshore Exploration","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"First EAGE Workshop on East Canada Offshore Exploration","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3090269475","https://openalex.org/W3196581507","https://openalex.org/W4378632422","https://openalex.org/W4378231210","https://openalex.org/W4399186168","https://openalex.org/W3125545898","https://openalex.org/W2071756382","https://openalex.org/W2921546522","https://openalex.org/W7098406491","https://openalex.org/W1655436283"],"abstract_inverted_index":{"Summary":[0],"Subsurface":[1],"information":[2,41],"obtained":[3],"from":[4,171,185],"AVO":[5],"inversion":[6,30,44,47],"is":[7,22,120],"highly":[8],"ambiguous":[9],"as":[10,65],"different":[11],"lithologies":[12],"and":[13,39,61,70,81,111,159,191],"fluid":[14,71],"configurations":[15],"result":[16],"in":[17,107,177,195],"similar":[18],"elastic":[19],"responses.":[20],"This":[21,152],"a":[23,98,129,157,178],"characteristic":[24],"of":[25,28,53,88,115,149,156,166],"the":[26,29,43,54,74,89,113,146,154,192,199],"non-uniqueness":[27],"problem":[31,134],"that":[32],"can":[33,103,135,174],"be":[34,104,136,175],"mitigated":[35],"by":[36],"integrating":[37],"relevant":[38],"non-redundant":[40],"into":[42],"process.":[45],"Standard":[46],"techniques":[48],"for":[49,79,163],"example,":[50],"are":[51],"\u201cunaware\u201d":[52],"lithological":[55],"deposition,":[56],"bed":[57],"thickness":[58],"distributions,":[59],"anisotropy":[60],"petrophysical":[62],"relationships":[63],"such":[64],"lithofacies,":[66],"effective":[67],"porosity,":[68],"kerogen":[69],"fill":[72],"within":[73],"reservoir.":[75],"Coincidentally,":[76],"reservoir":[77],"characterization":[78],"exploration":[80],"development":[82],"risk":[83],"analysis,":[84],"also":[85],"requires":[86],"assessment":[87],"uncertainties":[90,167],"associated":[91],"with":[92],"QI":[93],"predictions.":[94],"Bayesian":[95,132],"inference":[96,133,143],"provides":[97],"framework":[99,162],"where":[100,168],"these":[101],"issues":[102],"addressed.":[105],"However,":[106],"its":[108],"standard":[109],"formulation":[110],"given":[112],"size":[114],"typical":[116],"seismic":[117],"volumes":[118],"it":[119],"computationally":[121],"prohibitive.":[122],"In":[123],"this":[124,150],"study":[125],"we":[126],"show":[127],"how,":[128],"high":[130],"dimensional":[131,142],"reduced":[137],"to":[138],"several":[139],"local":[140],"low":[141],"problems,":[144],"reducing":[145],"computational":[147],"cost":[148],"solution.":[151],"enables":[153],"application":[155],"general":[158],"flexible":[160],"probabilistic":[161],"rigorous":[164],"propagation":[165],"prior":[169],"knowledge":[170],"multiple":[172],"domains":[173],"integrated":[176],"Direct":[179],"Probabilistic":[180],"Inversion":[181],"method.":[182,200],"Case":[183],"studies":[184],"onshore":[186],"Australia,":[187],"offshore":[188],"North":[189],"Sea":[190],"Unconventional":[193],"Montney":[194],"Alberta":[196],"will":[197],"demonstrate":[198]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2021-12-06T00:00:00"}