{"id":"https://openalex.org/W2901608386","doi":"https://doi.org/10.5194/nhess-19-791-2019","title":"Probabilistic forecasting of plausible debris flows from Nevado de Colima (Mexico) using data from the Atenquique debris flow, 1955","display_name":"Probabilistic forecasting of plausible debris flows from Nevado de Colima (Mexico) using data from the Atenquique debris flow, 1955","publication_year":2019,"publication_date":"2019-04-17","ids":{"openalex":"https://openalex.org/W2901608386","doi":"https://doi.org/10.5194/nhess-19-791-2019","mag":"2901608386"},"language":"en","primary_location":{"id":"doi:10.5194/nhess-19-791-2019","doi":"https://doi.org/10.5194/nhess-19-791-2019","is_oa":true,"landing_page_url":"https://doi.org/10.5194/nhess-19-791-2019","pdf_url":null,"source":{"id":"https://openalex.org/S70708404","display_name":"Natural hazards and earth system sciences","issn_l":"1561-8633","issn":["1561-8633","1684-9981"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Hazards and Earth System Sciences","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5194/nhess-19-791-2019","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038559471","display_name":"Andrea Bevilacqua","orcid":"https://orcid.org/0000-0002-0724-2593","observed_orcids":["https://orcid.org/0000-0002-0724-2593"]},"institutions":[{"id":"https://openalex.org/I4387152256","display_name":"INGV Sezione di Pisa","ror":"https://ror.org/00vfm5970","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338","https://openalex.org/I4387152256"]},{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["IT","US"],"is_corresponding":true,"raw_author_name":"Andrea Bevilacqua","raw_affiliation_strings":["Computational Data Science and Engineering programme, SUNY at Buffalo, Buffalo, NY, 14260, USA","Department of Earth Sciences, SUNY at Buffalo, Buffalo, NY, 14260, USA","Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Pisa, Pisa, 56126, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0724-2593","affiliations":[{"raw_affiliation_string":"Computational Data Science and Engineering programme, SUNY at Buffalo, Buffalo, NY, 14260, USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Department of Earth Sciences, SUNY at Buffalo, Buffalo, NY, 14260, USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Pisa, Pisa, 56126, Italy","institution_ids":["https://openalex.org/I4387152256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045354720","display_name":"Abani Patra","orcid":"https://orcid.org/0000-0002-3571-5212","observed_orcids":["https://orcid.org/0000-0002-3571-5212"]},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abani K. Patra","raw_affiliation_strings":["Computational Data Science and Engineering programme, SUNY at Buffalo, Buffalo, NY, 14260, USA","Department of Mechanical and  Aerospace Engineering, SUNY at Buffalo, NY, 14260, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Data Science and Engineering programme, SUNY at Buffalo, Buffalo, NY, 14260, USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Department of Mechanical and  Aerospace Engineering, SUNY at Buffalo, NY, 14260, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001010030","display_name":"Marcus Bursik","orcid":"https://orcid.org/0000-0002-9312-5202","observed_orcids":["https://orcid.org/0000-0002-9312-5202"]},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcus I. Bursik","raw_affiliation_strings":["Department of Earth Sciences, SUNY at Buffalo, Buffalo, NY, 14260, USA"],"raw_orcid":"https://orcid.org/0000-0002-9312-5202","affiliations":[{"raw_affiliation_string":"Department of Earth Sciences, SUNY at Buffalo, Buffalo, NY, 14260, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042220057","display_name":"Eric Bruce Pitman","orcid":"https://orcid.org/0000-0001-5821-5336","observed_orcids":["https://orcid.org/0000-0001-5821-5336"]},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Bruce Pitman","raw_affiliation_strings":["Department of Materials Design and Innovation, SUNY at Buffalo, Buffalo, NY, 14260, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Materials Design and Innovation, SUNY at Buffalo, Buffalo, NY, 14260, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059504925","display_name":"Jos\u00e9 Luis Mac\u00edas","orcid":"https://orcid.org/0000-0002-2494-9849","observed_orcids":["https://orcid.org/0000-0002-2494-9849"]},"institutions":[{"id":"https://openalex.org/I4405256952","display_name":"Instituto de Geof\u00edsica","ror":"https://ror.org/04q88r129","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4405256952","https://openalex.org/I8961855"]},{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Luis Mac\u00edas","raw_affiliation_strings":["Departamento de Vulcanolog\u00eda, Instituto de Geof\u00edsica, UNAM, Mexico City, DF, 04510, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Vulcanolog\u00eda, Instituto de Geof\u00edsica, UNAM, Mexico City, DF, 04510, Mexico","institution_ids":["https://openalex.org/I4405256952","https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113919493","display_name":"Ricardo Saucedo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I196664497","display_name":"Autonomous University of San Luis Potos\u00ed","ror":"https://ror.org/000917t60","country_code":"MX","type":"education","lineage":["https://openalex.org/I196664497"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ricardo Saucedo","raw_affiliation_strings":["Instituto de Geolog\u00eda, Facultad de Ingenier\u00eda, UASLP, San Luis, SLP, 78240, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Geolog\u00eda, Facultad de Ingenier\u00eda, UASLP, San Luis, SLP, 78240, Mexico","institution_ids":["https://openalex.org/I196664497"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028261722","display_name":"David M. R. Hyman","orcid":"https://orcid.org/0000-0002-9607-7584","observed_orcids":["https://orcid.org/0000-0002-9607-7584"]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"id":"https://openalex.org/I4405264324","display_name":"Cooperative Institute for Meteorological Satellite Studies","ror":"https://ror.org/01k3ptk15","country_code":"US","type":"other","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I135310074","https://openalex.org/I4210089050","https://openalex.org/I4405264324"]},{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Hyman","raw_affiliation_strings":["Department of Earth Sciences, SUNY at Buffalo, Buffalo, NY, 14260, USA","now at: Collaborative Institute for Meteorological Satellite Studies, UW, Madison, WI, 53706, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth Sciences, SUNY at Buffalo, Buffalo, NY, 14260, USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"now at: Collaborative Institute for Meteorological Satellite Studies, UW, Madison, WI, 53706, USA","institution_ids":["https://openalex.org/I135310074","https://openalex.org/I4405264324"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038559471"],"corresponding_institution_ids":["https://openalex.org/I4387152256","https://openalex.org/I63190737"],"apc_list":{"value":1440,"currency":"EUR","value_usd":1553},"apc_paid":{"value":1440,"currency":"EUR","value_usd":1553},"fwci":6.226,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.95477272,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"19","issue":"4","first_page":"791","last_page":"820"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10965","display_name":"Geological formations and processes","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"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/T10644","display_name":"Cryospheric studies and observations","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/lahars","display_name":"lahars","score":0.8289999961853027},{"id":"https://openalex.org/keywords/probabilistic-forecasting","display_name":"probabilistic forecasting","score":0.6909999847412109},{"id":"https://openalex.org/keywords/volcanic-hazard-assessment","display_name":"volcanic hazard assessment","score":0.7509999871253967},{"id":"https://openalex.org/keywords/nevado-de-colima","display_name":"Nevado de Colima","score":0.953000009059906},{"id":"https://openalex.org/keywords/inverse-problems","display_name":"inverse problems","score":0.8199999928474426},{"id":"https://openalex.org/keywords/titan2d","display_name":"TITAN2D","score":0.9760000109672546},{"id":"https://openalex.org/keywords/model-selection","display_name":"model selection","score":0.8080000281333923},{"id":"https://openalex.org/keywords/experimental-design","display_name":"experimental design","score":0.49000000953674316}],"concepts":[{"id":"https://openalex.org/C2776643431","wikidata":"https://www.wikidata.org/wiki/Q1817963","display_name":"Debris flow","level":3,"score":0.5914843082427979},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5460238456726074},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5341718792915344},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.5204322934150696},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.5062946081161499},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.5031833052635193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4726264178752899},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4569959044456482},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4450136423110962},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.43679940700531006},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.4363642632961273},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.42640161514282227},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.4238247871398926},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41370198130607605},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.3474482297897339},{"id":"https://openalex.org/C2776023875","wikidata":"https://www.wikidata.org/wiki/Q637703","display_name":"Debris","level":2,"score":0.31259602308273315},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2978156805038452},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22915765643119812},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1768590807914734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12948718667030334},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10260239243507385},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08998185396194458},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.5194/nhess-19-791-2019","doi":"https://doi.org/10.5194/nhess-19-791-2019","is_oa":true,"landing_page_url":"https://doi.org/10.5194/nhess-19-791-2019","pdf_url":null,"source":{"id":"https://openalex.org/S70708404","display_name":"Natural hazards and earth system sciences","issn_l":"1561-8633","issn":["1561-8633","1684-9981"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Hazards and Earth System Sciences","raw_type":"journal-article"},{"id":"doi:10.5194/nhess-2018-294","doi":"https://doi.org/10.5194/nhess-2018-294","is_oa":true,"landing_page_url":"https://doi.org/10.5194/nhess-2018-294","pdf_url":"https://doi.org/10.5194/nhess-2018-294","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:doaj.org/article:74fd898f3c354028a27475d1f675aef5","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/74fd898f3c354028a27475d1f675aef5","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,"listed_in":[],"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":"Natural Hazards and Earth System Sciences, Vol 19, Pp 791-820 (2019)","raw_type":"article"},{"id":"pmh:oai:publications.copernicus.org:nhessd72239","doi":null,"is_oa":true,"landing_page_url":"https://www.nat-hazards-earth-syst-sci-discuss.net/nhess-2018-294/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400433","display_name":"Biogeosciences (European Geosciences Union)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799957102","host_organization_name":"European Geosciences Union","host_organization_lineage":["https://openalex.org/I2799957102"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"eISSN: 1684-9981","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.5194/nhess-19-791-2019","doi":"https://doi.org/10.5194/nhess-19-791-2019","is_oa":true,"landing_page_url":"https://doi.org/10.5194/nhess-19-791-2019","pdf_url":null,"source":{"id":"https://openalex.org/S70708404","display_name":"Natural hazards and earth system sciences","issn_l":"1561-8633","issn":["1561-8633","1684-9981"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Hazards and Earth System Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G577322739","display_name":"Hazards SEES: Persistent volcanic crises resilience in the face of prolonged and uncertain risk","funder_award_id":"1521855","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6645058035","display_name":"Collaborative Research: Advancing Statistical Surrogates for Linking Multiple Computer Models with Disparate Data for Quantifying Uncertain Hazards","funder_award_id":"1621853","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7465409664","display_name":"SI2-SSI: Collaborative Research: Building Sustainable Tools and Collaboration for Volcanic and Related Hazards","funder_award_id":"1339765","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8590583402","display_name":"Collaborative Research: Using Precursor Information to Update Probabilistic Hazard Maps","funder_award_id":"1821311","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W145698583","https://openalex.org/W1574224119","https://openalex.org/W1967692477","https://openalex.org/W1968438234","https://openalex.org/W1969106574","https://openalex.org/W1993206956","https://openalex.org/W1994032016","https://openalex.org/W1996949570","https://openalex.org/W2000936872","https://openalex.org/W2006518324","https://openalex.org/W2007250257","https://openalex.org/W2010100599","https://openalex.org/W2018922328","https://openalex.org/W2026340150","https://openalex.org/W2037140993","https://openalex.org/W2038669746","https://openalex.org/W2040328681","https://openalex.org/W2041229203","https://openalex.org/W2044816760","https://openalex.org/W2063050805","https://openalex.org/W2065969633","https://openalex.org/W2068396118","https://openalex.org/W2069950480","https://openalex.org/W2075058420","https://openalex.org/W2076175093","https://openalex.org/W2079197778","https://openalex.org/W2083310750","https://openalex.org/W2085528841","https://openalex.org/W2089898093","https://openalex.org/W2094800197","https://openalex.org/W2101423867","https://openalex.org/W2104126037","https://openalex.org/W2105918836","https://openalex.org/W2106191798","https://openalex.org/W2107626502","https://openalex.org/W2108561350","https://openalex.org/W2108651731","https://openalex.org/W2127198376","https://openalex.org/W2139170886","https://openalex.org/W2151025666","https://openalex.org/W2155898390","https://openalex.org/W2157932644","https://openalex.org/W2161887403","https://openalex.org/W2163275921","https://openalex.org/W2163900516","https://openalex.org/W2167605935","https://openalex.org/W2168358428","https://openalex.org/W2278830329","https://openalex.org/W2315803208","https://openalex.org/W2337274412","https://openalex.org/W2337744400","https://openalex.org/W2342692259","https://openalex.org/W2469459464","https://openalex.org/W2477806112","https://openalex.org/W2563506672","https://openalex.org/W2760998544","https://openalex.org/W2790650423","https://openalex.org/W2807358035","https://openalex.org/W2808017363","https://openalex.org/W2962696251","https://openalex.org/W2985057205","https://openalex.org/W3127702745","https://openalex.org/W4231370648","https://openalex.org/W4236127444","https://openalex.org/W4237151101","https://openalex.org/W4241969325","https://openalex.org/W4247680473","https://openalex.org/W4285719527","https://openalex.org/W4297979764","https://openalex.org/W6611570248","https://openalex.org/W6989517625"],"related_works":["https://openalex.org/W3044926787","https://openalex.org/W2946292936","https://openalex.org/W7213469266","https://openalex.org/W3105354205","https://openalex.org/W2587010322","https://openalex.org/W7140100607","https://openalex.org/W6960143590","https://openalex.org/W2954525583","https://openalex.org/W3085410994","https://openalex.org/W3010768042"],"abstract_inverted_index":{"Abstract.":[0],"We":[1,46,181,207,237,294],"detail":[2],"a":[3,49,53,116,234,278],"new":[4],"prediction-oriented":[5],"procedure":[6,184,241],"aimed":[7],"at":[8],"volcanic":[9],"hazard":[10,148,161,247],"assessment":[11],"based":[12],"on":[13,28,69,197],"geophysical":[14],"mass":[15],"flow":[16],"models":[17,134,166,214,275],"constrained":[18],"with":[19,100],"heterogeneous":[20],"and":[21,55,74,81,209],"poorly":[22],"defined":[23],"data.":[24],"Our":[25],"method":[26],"relies":[27],"an":[29,38],"itemized":[30],"application":[31],"of":[32,42,64,79,88,127,130,175,189,200,252,255,273,281,290],"the":[33,107,122,136,139,143,186,190,198,218,250,253,264,288,304],"empirical":[34,89,176],"falsification":[35],"principle":[36],"over":[37],"arbitrarily":[39],"wide":[40],"envelope":[41],"possible":[43,132],"input":[44,94],"conditions.":[45],"thus":[47,277],"provide":[48,147],"first":[50],"step":[51],"towards":[52],"objective":[54],"partially":[56],"automated":[57],"experimental":[58],"design":[59],"construction.":[60],"In":[61],"particular,":[62],"instead":[63],"fully":[65],"calibrating":[66],"model":[67,298],"inputs":[68],"past":[70],"observations,":[71],"we":[72,83],"create":[73],"explore":[75],"more":[76],"general":[77],"requirements":[78],"consistency,":[80],"then":[82],"separately":[84],"use":[85],"each":[86,173],"piece":[87,174],"data":[90],"to":[91,106,115,138,185,259,303],"remove":[92],"those":[93,260],"values":[95],"that":[96,157,239,261,297],"are":[97,158,167],"not":[98,229],"compatible":[99],"it,":[101],"hence":[102],"defining":[103],"partial":[104,128,144],"solutions":[105,129,137,145],"inverse":[108,119,125,140,226],"problem.":[109,306],"This":[110],"has":[111],"several":[112],"advantages":[113],"compared":[114],"traditionally":[117],"posed":[118],"problem:":[120],"(i)":[121],"potentially":[123,153],"non-empty":[124],"images":[126],"multiple":[131,165,274],"forward":[133],"characterize":[135],"problem;":[141],"(ii)":[142],"can":[146,178,242,286],"estimates":[149],"under":[150],"weaker":[151],"constraints,":[152],"including":[154],"extreme":[155],"cases":[156],"important":[159],"for":[160,246],"analysis;":[162],"(iii)":[163],"if":[164,231],"applicable,":[168],"specific":[169],"performance":[170],"scores":[171],"against":[172],"information":[177,245],"be":[179],"calculated.":[180],"apply":[182],"our":[183,240,282],"case":[187],"study":[188],"Atenquique":[191],"volcaniclastic":[192],"debris":[193],"flow,":[194],"which":[195],"occurred":[196,262],"flanks":[199],"Nevado":[201],"de":[202],"Colima":[203],"volcano":[204],"(M\u00e9xico),":[205],"1955.":[206],"adopt":[208],"compare":[210],"three":[211],"depth":[212],"averaged":[213],"currently":[215],"implemented":[216],"in":[217,233,263,268],"TITAN2D":[219],"solver,":[220],"available":[221],"from":[222],"vhub.org.":[223],"The":[224,271],"associated":[225],"problem":[227],"is":[228,276,300],"well-posed":[230],"approached":[232],"traditional":[235],"way.":[236],"show":[238],"extract":[243],"valuable":[244],"assessment,":[248],"allowing":[249],"exploration":[251],"impact":[254],"synthetic":[256],"flows":[257],"similar":[258],"past,":[265],"but":[266],"different":[267],"plausible":[269,292],"ways.":[270],"implementation":[272],"crucial":[279],"aspect":[280],"approach,":[283],"as":[284],"they":[285],"allow":[287],"covering":[289],"other":[291],"flows.":[293],"also":[295],"observe":[296],"selection":[299],"inherently":[301],"linked":[302],"inversion":[305]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2018-11-29T00:00:00"}