{"id":"https://openalex.org/W2750948594","doi":"https://doi.org/10.1002/sam.11353","title":"Joining statistics and geophysics for assessment and uncertainty quantification of three\u2010dimensional seismic Earth models","display_name":"Joining statistics and geophysics for assessment and uncertainty quantification of three\u2010dimensional seismic Earth models","publication_year":2017,"publication_date":"2017-08-29","ids":{"openalex":"https://openalex.org/W2750948594","doi":"https://doi.org/10.1002/sam.11353","mag":"2750948594"},"language":"en","primary_location":{"id":"doi:10.1002/sam.11353","is_oa":true,"landing_page_url":"https://doi.org/10.1002/sam.11353","pdf_url":null,"source":{"id":"https://openalex.org/S40788348","display_name":"Statistical Analysis and Data Mining The ASA Data Science Journal","issn_l":"1932-1864","issn":["1932-1864","1932-1872"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistical Analysis and Data Mining: The ASA Data Science Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1002/sam.11353","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024438727","display_name":"Car\u00e8ne Larmat","orcid":"https://orcid.org/0000-0002-3607-7558"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Car\u00e8ne Larmat","raw_affiliation_strings":["Geophysics Group EES\u201017, Los Alamos National Laboratory  Los Alamos New Mexico","Geophysics Group, EES-17, Los Alamos National Laboratory, Los Alamos, New Mexico"],"raw_orcid":"https://orcid.org/0000-0002-3607-7558","affiliations":[{"raw_affiliation_string":"Geophysics Group EES\u201017, Los Alamos National Laboratory  Los Alamos New Mexico","institution_ids":["https://openalex.org/I1343871089"]},{"raw_affiliation_string":"Geophysics Group, EES-17, Los Alamos National Laboratory, Los Alamos, New Mexico","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047180357","display_name":"M\u00f3nica Maceira","orcid":"https://orcid.org/0000-0003-1248-2185"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Monica Maceira","raw_affiliation_strings":["Global Security Directorate, Oak Ridge National Laboratory  Oak Ridge Tennessee","Global Security Directorate, Oak Ridge National Laboratory, Oak Ridge, Tennessee"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Global Security Directorate, Oak Ridge National Laboratory  Oak Ridge Tennessee","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Global Security Directorate, Oak Ridge National Laboratory, Oak Ridge, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039313077","display_name":"David Higdon","orcid":null},"institutions":[{"id":"https://openalex.org/I125280032","display_name":"Decisive Analytics Corporation (United States)","ror":"https://ror.org/00vzq1e41","country_code":"US","type":"company","lineage":["https://openalex.org/I125280032"]},{"id":"https://openalex.org/I4210151352","display_name":"Biocom","ror":"https://ror.org/03ymdxs56","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210151352"]},{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David M. Higdon","raw_affiliation_strings":["Social Decision Analytics Laboratory Biocomplexity Institute of Virginia Tech  Arlington Virginia","Social Decision Analytics Laboratory, Biocomplexity Institute of Virginia Tech, Arlington, Virginia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Social Decision Analytics Laboratory Biocomplexity Institute of Virginia Tech  Arlington Virginia","institution_ids":["https://openalex.org/I125280032"]},{"raw_affiliation_string":"Social Decision Analytics Laboratory, Biocomplexity Institute of Virginia Tech, Arlington, Virginia","institution_ids":["https://openalex.org/I4210151352","https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016261227","display_name":"Dale N. Anderson","orcid":"https://orcid.org/0000-0002-0938-8668"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dale N. Anderson","raw_affiliation_strings":["Geophysics Group EES\u201017, Los Alamos National Laboratory  Los Alamos New Mexico","Geophysics Group, EES-17, Los Alamos National Laboratory, Los Alamos, New Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geophysics Group EES\u201017, Los Alamos National Laboratory  Los Alamos New Mexico","institution_ids":["https://openalex.org/I1343871089"]},{"raw_affiliation_string":"Geophysics Group, EES-17, Los Alamos National Laboratory, Los Alamos, New Mexico","institution_ids":["https://openalex.org/I1343871089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024438727"],"corresponding_institution_ids":["https://openalex.org/I1343871089"],"apc_list":{"value":3760,"currency":"USD","value_usd":3760},"apc_paid":{"value":3760,"currency":"USD","value_usd":3760},"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.10130366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"10","issue":"5","first_page":"277","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.9998999834060669,"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.6668062210083008},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.6216902732849121},{"id":"https://openalex.org/keywords/seismic-inversion","display_name":"Seismic inversion","score":0.5991743803024292},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.5880378484725952},{"id":"https://openalex.org/keywords/geophysics","display_name":"Geophysics","score":0.469548761844635},{"id":"https://openalex.org/keywords/seismic-wave","display_name":"Seismic wave","score":0.44873106479644775},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.159688800573349},{"id":"https://openalex.org/keywords/tectonics","display_name":"Tectonics","score":0.10471877455711365},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1038249135017395}],"concepts":[{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.6668062210083008},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.6216902732849121},{"id":"https://openalex.org/C39267094","wikidata":"https://www.wikidata.org/wiki/Q7446968","display_name":"Seismic inversion","level":3,"score":0.5991743803024292},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.5880378484725952},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.469548761844635},{"id":"https://openalex.org/C78542244","wikidata":"https://www.wikidata.org/wiki/Q186167","display_name":"Seismic wave","level":2,"score":0.44873106479644775},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.159688800573349},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.10471877455711365},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1038249135017395},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1002/sam.11353","is_oa":true,"landing_page_url":"https://doi.org/10.1002/sam.11353","pdf_url":null,"source":{"id":"https://openalex.org/S40788348","display_name":"Statistical Analysis and Data Mining The ASA Data Science Journal","issn_l":"1932-1864","issn":["1932-1864","1932-1872"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistical Analysis and Data Mining: The ASA Data Science Journal","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1394405","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1394405","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:osti.gov:1394970","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1394970","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1002/sam.11353","is_oa":true,"landing_page_url":"https://doi.org/10.1002/sam.11353","pdf_url":null,"source":{"id":"https://openalex.org/S40788348","display_name":"Statistical Analysis and Data Mining The ASA Data Science Journal","issn_l":"1932-1864","issn":["1932-1864","1932-1872"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistical Analysis and Data Mining: The ASA Data Science Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320338304","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1570665500","https://openalex.org/W1860468083","https://openalex.org/W1916720184","https://openalex.org/W1919465177","https://openalex.org/W1963870574","https://openalex.org/W1969123802","https://openalex.org/W1974170242","https://openalex.org/W1978185779","https://openalex.org/W1978632888","https://openalex.org/W1984857506","https://openalex.org/W1985883290","https://openalex.org/W1991431833","https://openalex.org/W1991925114","https://openalex.org/W1997127425","https://openalex.org/W1999070203","https://openalex.org/W2009082941","https://openalex.org/W2009552164","https://openalex.org/W2010981736","https://openalex.org/W2024841999","https://openalex.org/W2033244472","https://openalex.org/W2043546840","https://openalex.org/W2044066748","https://openalex.org/W2045797517","https://openalex.org/W2048947717","https://openalex.org/W2069624343","https://openalex.org/W2070312536","https://openalex.org/W2073889884","https://openalex.org/W2076247888","https://openalex.org/W2080140462","https://openalex.org/W2086911814","https://openalex.org/W2089850899","https://openalex.org/W2091396517","https://openalex.org/W2097649188","https://openalex.org/W2101375010","https://openalex.org/W2103113534","https://openalex.org/W2103444529","https://openalex.org/W2105403290","https://openalex.org/W2106075615","https://openalex.org/W2106884130","https://openalex.org/W2109974439","https://openalex.org/W2113167437","https://openalex.org/W2120995508","https://openalex.org/W2121493582","https://openalex.org/W2127467654","https://openalex.org/W2127563055","https://openalex.org/W2128432064","https://openalex.org/W2129311103","https://openalex.org/W2136974816","https://openalex.org/W2142382267","https://openalex.org/W2143909904","https://openalex.org/W2144514547","https://openalex.org/W2159476166","https://openalex.org/W2160598355","https://openalex.org/W2163247537","https://openalex.org/W2164602066","https://openalex.org/W2165378552","https://openalex.org/W2168737222","https://openalex.org/W2310513352","https://openalex.org/W2564524560","https://openalex.org/W2579281900","https://openalex.org/W4214677270"],"related_works":["https://openalex.org/W2027690137","https://openalex.org/W2394411732","https://openalex.org/W2349368632","https://openalex.org/W4378230661","https://openalex.org/W4385606753","https://openalex.org/W3031506151","https://openalex.org/W2077263083","https://openalex.org/W2374132258","https://openalex.org/W2356317760","https://openalex.org/W2351412542"],"abstract_inverted_index":{"Seismic":[0],"inversions":[1],"produce":[2,142],"seismic":[3,22,32,48,58,85,143,180,257],"models,":[4],"which":[5,175,231],"are":[6],"3\u2010dimensional":[7],"(":[8,82,109,118],"3D":[9,57],")":[10,84],"images":[11],"of":[12,15,27,36,56,65,73,148,185,197,242,248,253,256],"wave":[13,95],"velocity":[14],"the":[16,37,42,78,94,113,123,154,161,172,194,208,227,251],"entire":[17],"planet":[18],"retrieved":[19],"by":[20],"fitting":[21],"measurements":[23,169],"made":[24],"on":[25,106,115,160,193],"records":[26],"past":[28],"earthquakes":[29,149],"or":[30],"other":[31,114],"events.":[33],"Computing":[34],"power":[35,236],"TeraFlop":[38],"era,":[39,230],"along":[40],"with":[41,61,226,246],"dataflow":[43],"from":[44,77,145],"new,":[45],"very":[46],"dense,":[47],"arrays,":[49],"has":[50,176],"led":[51],"to":[52,237],"a":[53,146,177],"new":[54],"generation":[55],"Earth":[59,202],"models":[60,72,90,125,245],"an":[62,127,213],"unprecedented":[63],"level":[64],"resolution.":[66],"Here":[67],"we":[68],"compare":[69],"two":[70,89,124],"recent":[71],"western":[74],"United":[75],"States":[76],"Dynamic":[79],"North":[80],"America":[81],"DNA":[83],"imaging":[86],"effort.":[87],"The":[88],"only":[91],"differ":[92,138],"in":[93,139,153,171,200,244],"propagation":[96],"that":[97,136,150],"was":[98],"used":[99,152],"for":[100,168,187,215],"their":[101],"inversion:":[102],"one":[103,209],"is":[104,165,184],"based":[105],"ray":[107],"theory":[108],"RT":[110],"),":[111],"and":[112,131,157,219],"finite":[116],"frequency":[117],"FF":[119,199],").":[120],"We":[121,134],"evaluate":[122],"using":[126,198],"independent":[128],"numerical":[129],"method":[130],"statistical":[132,220],"tests.":[133],"show":[135],"they":[137,141],"how":[140],"signals":[144],"subset":[147],"were":[151,158],"original":[155],"inversion":[156],"recorded":[159],"US":[162],"array.":[163],"This":[164,182],"especially":[166],"true":[167],"done":[170],"Yellowstone":[173],"area":[174],"large":[178],"negative":[179],"anomaly.":[181],"result":[183],"importance":[186],"seismologists":[188],"who":[189],"have":[190],"been":[191],"debating":[192],"practical":[195],"benefit":[196],"ill\u2010posed":[201],"inversions.":[203],"Model":[204],"evaluation,":[205],"such":[206],"as":[207],"reported":[210],"here,":[211],"represents":[212],"opportunity":[214],"collaboration":[216],"between":[217],"geophysical":[218],"communities.":[221],"More":[222],"opportunities":[223],"should":[224],"arise":[225],"upcoming":[228],"Exascale":[229],"will":[232],"provide":[233],"enough":[234],"computational":[235],"explore":[238],"together":[239],"several":[240],"sources":[241],"errors":[243],"thousands":[247],"parameters,":[249],"opening":[250],"way":[252],"uncertainty":[254],"quantification":[255],"models.":[258]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
