{"id":"https://openalex.org/W7214192594","doi":"https://doi.org/10.1111/jpg.70144","title":"Stratigraphic Intelligence for Hydrocarbon Discovery: Integrating Basin Architecture, Correlation Uncertainty and Predictive Petroleum Systems in Frontier Basins","display_name":"Stratigraphic Intelligence for Hydrocarbon Discovery: Integrating Basin Architecture, Correlation Uncertainty and Predictive Petroleum Systems in Frontier Basins","publication_year":2026,"publication_date":"2026-09-23","ids":{"openalex":"https://openalex.org/W7214192594","doi":"https://doi.org/10.1111/jpg.70144"},"language":"en","primary_location":{"id":"doi:10.1111/jpg.70144","doi":"https://doi.org/10.1111/jpg.70144","is_oa":true,"landing_page_url":"https://doi.org/10.1111/jpg.70144","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/jpg.70144","source":{"id":"https://openalex.org/S198628674","display_name":"Journal of Petroleum Geology","issn_l":"0141-6421","issn":["0141-6421","1747-5457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Petroleum Geology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/jpg.70144","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045960526","display_name":"Salima Cherkeshova","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210091087","display_name":"Yessenov University","ror":"https://ror.org/00cae8n39","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210091087"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Salima Cherkeshova","raw_affiliation_strings":["Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan","institution_ids":["https://openalex.org/I4210091087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099132378","display_name":"Nurlygul Kylyshbayeva","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210091087","display_name":"Yessenov University","ror":"https://ror.org/00cae8n39","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210091087"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Nurlygul Kylyshbayeva","raw_affiliation_strings":["Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan","institution_ids":["https://openalex.org/I4210091087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114988920","display_name":"Gulimshat Shakirova","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I185571130","display_name":"Al-Farabi Kazakh National University","ror":"https://ror.org/03q0vrn42","country_code":"KZ","type":"education","lineage":["https://openalex.org/I185571130"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Gulimshat Shakirova","raw_affiliation_strings":["Department of Geography, Land Management and Cadastre, Faculty of Geography and Environmental Sciences Al\u2010Farabi Kazakh National University  Almaty Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, Land Management and Cadastre, Faculty of Geography and Environmental Sciences Al\u2010Farabi Kazakh National University  Almaty Kazakhstan","institution_ids":["https://openalex.org/I185571130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152588608","display_name":"Kossarbay Kozhakhmet","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210091087","display_name":"Yessenov University","ror":"https://ror.org/00cae8n39","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210091087"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Kossarbay Kozhakhmet","raw_affiliation_strings":["Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan","institution_ids":["https://openalex.org/I4210091087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152703316","display_name":"Samal Janabilova","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210091087","display_name":"Yessenov University","ror":"https://ror.org/00cae8n39","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210091087"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Samal Janabilova","raw_affiliation_strings":["Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan","institution_ids":["https://openalex.org/I4210091087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094032726","display_name":"P. S. Sundetova","orcid":"https://orcid.org/0009-0005-3253-7317","observed_orcids":["https://orcid.org/0009-0005-3253-7317"]},"institutions":[{"id":"https://openalex.org/I4210091087","display_name":"Yessenov University","ror":"https://ror.org/00cae8n39","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210091087"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Perizat Sundetova","raw_affiliation_strings":["Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geology and Petrochemical Engineering, Faculty of Engineering Yessenov University  Aktau Kazakhstan","institution_ids":["https://openalex.org/I4210091087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032620874","display_name":"Timoth Mkilima","orcid":"https://orcid.org/0000-0003-1170-0494","observed_orcids":["https://orcid.org/0000-0003-1170-0494"]},"institutions":[{"id":"https://openalex.org/I28285804","display_name":"The University of Dodoma","ror":"https://ror.org/009n8zh45","country_code":"TZ","type":"education","lineage":["https://openalex.org/I28285804"]}],"countries":["TZ"],"is_corresponding":true,"raw_author_name":"Timoth Mkilima","raw_affiliation_strings":["Department of Environmental Engineering and Management The University of Dodoma  Dodoma Tanzania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environmental Engineering and Management The University of Dodoma  Dodoma Tanzania","institution_ids":["https://openalex.org/I28285804"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032620874"],"corresponding_institution_ids":["https://openalex.org/I28285804"],"apc_list":{"value":3400,"currency":"USD","value_usd":3400},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13193","display_name":"Geological Studies and Exploration","score":0.5029000043869019,"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"}},"topics":[{"id":"https://openalex.org/T13193","display_name":"Geological Studies and Exploration","score":0.5029000043869019,"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/T13067","display_name":"Geological Modeling and Analysis","score":0.3499000072479248,"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/T10399","display_name":"Hydrocarbon exploration and reservoir analysis","score":0.12349999696016312,"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/petroleum-system-modeling","display_name":"petroleum system modeling","score":0.7390000224113464},{"id":"https://openalex.org/keywords/basin-architecture","display_name":"basin architecture","score":0.7289999723434448},{"id":"https://openalex.org/keywords/facies-prediction","display_name":"facies prediction","score":0.7670000195503235},{"id":"https://openalex.org/keywords/reservoir-parameter-estimation","display_name":"reservoir parameter estimation","score":0.9300000071525574},{"id":"https://openalex.org/keywords/expected-value","display_name":"expected value","score":0.6710000038146973},{"id":"https://openalex.org/keywords/historical-geology","display_name":"historical geology","score":0.46399998664855957},{"id":"https://openalex.org/keywords/paleodrainage","display_name":"paleodrainage","score":0.8489999771118164},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"uncertainty quantification","score":0.6449999809265137},{"id":"https://openalex.org/keywords/rift-basins","display_name":"rift basins","score":0.6140000224113464},{"id":"https://openalex.org/keywords/intracratonic-basin","display_name":"intracratonic basin","score":0.9629999995231628}],"concepts":[{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.8277000188827515},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.7386999726295471},{"id":"https://openalex.org/C146588470","wikidata":"https://www.wikidata.org/wiki/Q742139","display_name":"Facies","level":3,"score":0.6516000032424927},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5809999704360962},{"id":"https://openalex.org/C109281948","wikidata":"https://www.wikidata.org/wiki/Q134783","display_name":"Stratigraphy","level":3,"score":0.5587999820709229},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.5539000034332275},{"id":"https://openalex.org/C2776662147","wikidata":"https://www.wikidata.org/wiki/Q3241434","display_name":"Hydrocarbon exploration","level":3,"score":0.5372999906539917},{"id":"https://openalex.org/C2994245585","wikidata":"https://www.wikidata.org/wiki/Q1845437","display_name":"Petroleum system","level":4,"score":0.45339998602867126},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.42899999022483826},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.4108000099658966},{"id":"https://openalex.org/C200646496","wikidata":"https://www.wikidata.org/wiki/Q785020","display_name":"Sedimentary basin","level":3,"score":0.383899986743927},{"id":"https://openalex.org/C73707237","wikidata":"https://www.wikidata.org/wiki/Q102416","display_name":"Cenozoic","level":3,"score":0.366100013256073},{"id":"https://openalex.org/C13106087","wikidata":"https://www.wikidata.org/wiki/Q75507","display_name":"Paleozoic","level":2,"score":0.3562999963760376},{"id":"https://openalex.org/C180851071","wikidata":"https://www.wikidata.org/wiki/Q849953","display_name":"Subsidence","level":3,"score":0.3555000126361847},{"id":"https://openalex.org/C5900021","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Petrology","level":1,"score":0.34790000319480896},{"id":"https://openalex.org/C187930136","wikidata":"https://www.wikidata.org/wiki/Q4867503","display_name":"Basin modelling","level":4,"score":0.32199999690055847},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.31790000200271606},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C113215200","wikidata":"https://www.wikidata.org/wiki/Q1845437","display_name":"Petroleum reservoir","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C107385308","wikidata":"https://www.wikidata.org/wiki/Q43521","display_name":"Geologic time scale","level":3,"score":0.29109999537467957},{"id":"https://openalex.org/C548895740","wikidata":"https://www.wikidata.org/wiki/Q22656","display_name":"Petroleum","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.27970001101493835},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2745000123977661},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C55358776","wikidata":"https://www.wikidata.org/wiki/Q7250848","display_name":"Prospectivity mapping","level":3,"score":0.2727999985218048},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C126753816","wikidata":"https://www.wikidata.org/wiki/Q1994702","display_name":"Sedimentary depositional environment","level":3,"score":0.2623000144958496},{"id":"https://openalex.org/C167570900","wikidata":"https://www.wikidata.org/wiki/Q101313","display_name":"Phanerozoic","level":4,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/jpg.70144","doi":"https://doi.org/10.1111/jpg.70144","is_oa":true,"landing_page_url":"https://doi.org/10.1111/jpg.70144","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/jpg.70144","source":{"id":"https://openalex.org/S198628674","display_name":"Journal of Petroleum Geology","issn_l":"0141-6421","issn":["0141-6421","1747-5457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Petroleum Geology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1111/jpg.70144","doi":"https://doi.org/10.1111/jpg.70144","is_oa":true,"landing_page_url":"https://doi.org/10.1111/jpg.70144","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/jpg.70144","source":{"id":"https://openalex.org/S198628674","display_name":"Journal of Petroleum Geology","issn_l":"0141-6421","issn":["0141-6421","1747-5457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Petroleum Geology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7214192594.pdf","grobid_xml":"https://content.openalex.org/works/W7214192594.grobid-xml"},"referenced_works_count":124,"referenced_works":["https://openalex.org/W1423184029","https://openalex.org/W1885981601","https://openalex.org/W2003177237","https://openalex.org/W2047421554","https://openalex.org/W2125703354","https://openalex.org/W2131941288","https://openalex.org/W2277034343","https://openalex.org/W2332135853","https://openalex.org/W2344792564","https://openalex.org/W2424035516","https://openalex.org/W2488317327","https://openalex.org/W2592331556","https://openalex.org/W2747502838","https://openalex.org/W2761018096","https://openalex.org/W2766558031","https://openalex.org/W2766687077","https://openalex.org/W2801398609","https://openalex.org/W2885621784","https://openalex.org/W2890239710","https://openalex.org/W2897141865","https://openalex.org/W2941195519","https://openalex.org/W2970222356","https://openalex.org/W2990952180","https://openalex.org/W3017672222","https://openalex.org/W3018861160","https://openalex.org/W3019373016","https://openalex.org/W3019995205","https://openalex.org/W3034271970","https://openalex.org/W3037005276","https://openalex.org/W3081826980","https://openalex.org/W3084920105","https://openalex.org/W3118420999","https://openalex.org/W3141587418","https://openalex.org/W3154685832","https://openalex.org/W3163301865","https://openalex.org/W3170477656","https://openalex.org/W3173149037","https://openalex.org/W3173409199","https://openalex.org/W3216986633","https://openalex.org/W4205660737","https://openalex.org/W4214625619","https://openalex.org/W4214767053","https://openalex.org/W4214826341","https://openalex.org/W4220800905","https://openalex.org/W4226407506","https://openalex.org/W4296129622","https://openalex.org/W4304890564","https://openalex.org/W4306698535","https://openalex.org/W4322503279","https://openalex.org/W4322770754","https://openalex.org/W4323257008","https://openalex.org/W4323313107","https://openalex.org/W4380371956","https://openalex.org/W4381095066","https://openalex.org/W4381187099","https://openalex.org/W4381335625","https://openalex.org/W4381733537","https://openalex.org/W4381885490","https://openalex.org/W4383620319","https://openalex.org/W4383720995","https://openalex.org/W4385277882","https://openalex.org/W4386521961","https://openalex.org/W4386825956","https://openalex.org/W4388003983","https://openalex.org/W4388493768","https://openalex.org/W4388510018","https://openalex.org/W4389823414","https://openalex.org/W4390910485","https://openalex.org/W4391631004","https://openalex.org/W4392453516","https://openalex.org/W4393218435","https://openalex.org/W4394707717","https://openalex.org/W4394893342","https://openalex.org/W4396956010","https://openalex.org/W4400238044","https://openalex.org/W4401819987","https://openalex.org/W4403464366","https://openalex.org/W4404085030","https://openalex.org/W4405558264","https://openalex.org/W4406103025","https://openalex.org/W4406873894","https://openalex.org/W4407158469","https://openalex.org/W4407193889","https://openalex.org/W4407316636","https://openalex.org/W4407731639","https://openalex.org/W4408331178","https://openalex.org/W4408474377","https://openalex.org/W4408651618","https://openalex.org/W4409171512","https://openalex.org/W4409472868","https://openalex.org/W4409729336","https://openalex.org/W4409729459","https://openalex.org/W4410038833","https://openalex.org/W4410216792","https://openalex.org/W4410494938","https://openalex.org/W4410721764","https://openalex.org/W4411429647","https://openalex.org/W4411662600","https://openalex.org/W4411688132","https://openalex.org/W4411849462","https://openalex.org/W4411866663","https://openalex.org/W4411878397","https://openalex.org/W4412570213","https://openalex.org/W4412965328","https://openalex.org/W4413050800","https://openalex.org/W4413192713","https://openalex.org/W4413210163","https://openalex.org/W4413255607","https://openalex.org/W4414093995","https://openalex.org/W4415246908","https://openalex.org/W4415351302","https://openalex.org/W4415541923","https://openalex.org/W4415571765","https://openalex.org/W4415711739","https://openalex.org/W4415851118","https://openalex.org/W4416958509","https://openalex.org/W4417044078","https://openalex.org/W7083304406","https://openalex.org/W7088473502","https://openalex.org/W7118088935","https://openalex.org/W7123712807","https://openalex.org/W7125518495","https://openalex.org/W7128420458","https://openalex.org/W7128977256"],"related_works":["https://openalex.org/W7207742451","https://openalex.org/W4408136360","https://openalex.org/W7171826069","https://openalex.org/W2066945526","https://openalex.org/W2007607867","https://openalex.org/W4313138072","https://openalex.org/W2592331556","https://openalex.org/W2270139669","https://openalex.org/W2211349208","https://openalex.org/W4322211156"],"abstract_inverted_index":{"ABSTRACT":[0],"Frontier":[1],"hydrocarbon":[2],"exploration":[3],"combines":[4],"sparse":[5],"subsurface":[6,95],"control":[7],"with":[8],"uncertainty":[9,115],"in":[10],"stratigraphic":[11,73],"correlation,":[12],"facies":[13,75],"continuity,":[14],"petroleum\u2010system":[15],"timing":[16],"and":[17,32,76,86,111,122,139,165,200],"prospect":[18],"economics.":[19],"This":[20],"structured":[21],"critical":[22],"review":[23],"synthesizes":[24],"125":[25],"unique":[26],"publications":[27],"across":[28],"platform,":[29],"rift,":[30],"intracratonic":[31],"other":[33],"underexplored":[34],"basin":[35,151],"settings":[36],"spanning":[37],"Paleozoic":[38],"to":[39,129],"Cenozoic":[40],"successions.":[41],"Stratigraphic":[42],"Intelligence":[43],"Systems":[44],"(SIS)":[45],"is":[46,155,181],"developed":[47],"here":[48],"as":[49,55,96,106,146,184],"an":[50,97],"integration":[51],"architecture":[52],"rather":[53,168],"than":[54,169],"a":[56,185],"claim":[57],"that":[58],"its":[59],"individual":[60],"components":[61],"are":[62,127,143],"new.":[63],"The":[64,90],"framework":[65],"connects":[66],"six":[67],"established":[68],"or":[69,137,176],"emerging":[70],"analytical":[71],"layers:":[72],"architecture,":[74],"reservoir\u2010property":[77],"prediction,":[78],"petroleum\u2010systems":[79],"modelling,":[80],"correlation\u2010uncertainty":[81],"quantification,":[82],"near\u2010surface":[83],"historical\u2010geospatial":[84],"constraints":[85,131],"AI\u2010assisted":[87],"data":[88],"integration.":[89],"proposed":[91],"operationalization":[92],"represents":[93],"the":[94,113,158],"ensemble":[98],"of":[99,120,149,160,173],"weighted":[100],"geological":[101,118],"realizations,":[102],"updates":[103],"realization":[104],"weights":[105],"new":[107],"evidence":[108,148],"becomes":[109],"available":[110],"propagates":[112],"resulting":[114],"into":[116],"prospect\u2010level":[117],"chance":[119],"discovery":[121],"expected\u2010value":[123],"calculations.":[124],"Historical\u2010geospatial":[125],"records":[126],"restricted":[128],"complementary":[130],"on":[132,192],"recent":[133],"landscape,":[134],"paleodrainage,":[135],"uplift":[136],"subsidence":[138],"source\u2010to\u2010sink":[140],"evolution;":[141],"they":[142],"not":[144],"treated":[145],"direct":[147,171],"Mesozoic":[150],"architecture.":[152],"AI":[153],"performance":[154],"evaluated":[156],"within":[157],"context":[159],"each":[161],"dataset,":[162],"label":[163],"structure":[164],"validation":[166,202],"design":[167],"by":[170],"comparison":[172],"unrelated":[174],"accuracy":[175],"F":[177],"1":[178],"values.":[179],"SIS":[180],"therefore":[182],"positioned":[183],"testable":[186],"petroleum\u2010exploration":[187],"workflow":[188],"whose":[189],"value":[190],"depends":[191],"calibrated":[193],"probabilities,":[194],"explicit":[195],"interfaces":[196],"among":[197],"model":[198],"layers":[199],"prospective":[201],"against":[203],"blind":[204],"drilling":[205],"outcomes.":[206]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-09-25T00:00:00"}