{"id":"https://openalex.org/W7223648690","doi":"https://doi.org/10.5281/zenodo.23671343","title":"An efficient Bayesian Framework for Resolving Spatio-Temporal Variations in Background Seismicity through the ETAS Model","display_name":"An efficient Bayesian Framework for Resolving Spatio-Temporal Variations in Background Seismicity through the ETAS Model","publication_year":2026,"publication_date":"2026-10-26","ids":{"openalex":"https://openalex.org/W7223648690","doi":"https://doi.org/10.5281/zenodo.23671343"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23671343","doi":"https://doi.org/10.5281/zenodo.23671343","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23671343","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23671343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057679019","display_name":"Sofiane Taki-Eddine Rahmani","orcid":"https://orcid.org/0009-0000-5122-8791","observed_orcids":["https://orcid.org/0009-0000-5122-8791"]},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]},{"id":"https://openalex.org/I4210152878","display_name":"GFZ Helmholtz Centre for Geosciences","ror":"https://ror.org/04z8jg394","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210152878"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rahmani, Sofiane Taki-Eddine","raw_affiliation_strings":["University of Potsdam","GFZ Helmholtz Centre for Geosciences"],"raw_orcid":"https://orcid.org/0009-0000-5122-8791","affiliations":[{"raw_affiliation_string":"University of Potsdam","institution_ids":["https://openalex.org/I176453806"]},{"raw_affiliation_string":"GFZ Helmholtz Centre for Geosciences","institution_ids":["https://openalex.org/I4210152878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009364027","display_name":"Gert Z\u00f6ller","orcid":"https://orcid.org/0000-0002-2384-2724","observed_orcids":["https://orcid.org/0000-0002-2384-2724"]},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Z\u00f6ller, Gert","raw_affiliation_strings":["University of Potsdam"],"raw_orcid":"https://orcid.org/0000-0002-2384-2724","affiliations":[{"raw_affiliation_string":"University of Potsdam","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068400662","display_name":"Sebastian Hainzl","orcid":"https://orcid.org/0000-0002-2875-0933","observed_orcids":["https://orcid.org/0000-0002-2875-0933"]},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]},{"id":"https://openalex.org/I4210152878","display_name":"GFZ Helmholtz Centre for Geosciences","ror":"https://ror.org/04z8jg394","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210152878"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hainzl, Sebastian","raw_affiliation_strings":["GFZ Helmholtz Centre for Geosciences","University of Potsdam"],"raw_orcid":"https://orcid.org/0000-0002-2875-0933","affiliations":[{"raw_affiliation_string":"GFZ Helmholtz Centre for Geosciences","institution_ids":["https://openalex.org/I4210152878"]},{"raw_affiliation_string":"University of Potsdam","institution_ids":["https://openalex.org/I176453806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.80936663,"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/T10110","display_name":"earthquake and tectonic studies","score":0.6416000127792358,"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/T10110","display_name":"earthquake and tectonic studies","score":0.6416000127792358,"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":0.18289999663829803,"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"}},{"id":"https://openalex.org/T11830","display_name":"Point processes and geometric inequalities","score":0.03359999880194664,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/background-seismicity","display_name":"background seismicity","score":0.8180000185966492},{"id":"https://openalex.org/keywords/epidemic-type-aftershock-sequence-model","display_name":"epidemic-type aftershock sequence","score":0.9290000200271606},{"id":"https://openalex.org/keywords/etas-model","display_name":"ETAS model","score":0.6370000243186951},{"id":"https://openalex.org/keywords/log-gaussian-cox-process","display_name":"log-Gaussian Cox process","score":0.878000020980835},{"id":"https://openalex.org/keywords/stochastic-partial-differential-equations","display_name":"stochastic partial differential equations","score":0.9129999876022339},{"id":"https://openalex.org/keywords/spatiotemporal-variation","display_name":"spatiotemporal variation","score":0.7599999904632568},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.7680000066757202}],"concepts":[{"id":"https://openalex.org/C83176761","wikidata":"https://www.wikidata.org/wiki/Q1394636","display_name":"Induced seismicity","level":2,"score":0.8476999998092651},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.666700005531311},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5343000292778015},{"id":"https://openalex.org/C156801008","wikidata":"https://www.wikidata.org/wiki/Q308442","display_name":"Aftershock","level":2,"score":0.5088000297546387},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5058000087738037},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4383000135421753},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40299999713897705},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37720000743865967},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.37119999527931213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3564000129699707},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.35100001096725464},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.3294999897480011},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.3107999861240387},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.310699999332428},{"id":"https://openalex.org/C21089234","wikidata":"https://www.wikidata.org/wiki/Q6592057","display_name":"Seismotectonics","level":3,"score":0.30970001220703125},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C88871306","wikidata":"https://www.wikidata.org/wiki/Q7208287","display_name":"Point process","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.25450000166893005},{"id":"https://openalex.org/C101112237","wikidata":"https://www.wikidata.org/wiki/Q4874481","display_name":"Bayesian statistics","level":4,"score":0.2502000033855438}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23671343","doi":"https://doi.org/10.5281/zenodo.23671343","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23671343","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.23671344","doi":"https://doi.org/10.5281/zenodo.23671344","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23671344","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23671343","doi":"https://doi.org/10.5281/zenodo.23671343","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23671343","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"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/W7135231028","https://openalex.org/W4360618943","https://openalex.org/W4321015485","https://openalex.org/W7135388321","https://openalex.org/W7223115856","https://openalex.org/W4287775256","https://openalex.org/W4311432313","https://openalex.org/W4310964371","https://openalex.org/W3199784395","https://openalex.org/W2768169356"],"abstract_inverted_index":{"The":[0,22],"codes":[1],"implement":[2],"a":[3,25],"Bayesian":[4],"framework":[5],"for":[6],"estimating":[7],"spatially":[8],"and":[9,45],"temporally":[10],"varying":[11],"background":[12,50],"seismicity":[13,51],"rates":[14],"within":[15],"the":[16,31,48],"Epidemic-Type":[17],"Aftershock":[18],"Sequence":[19],"(ETAS)":[20],"model.":[21],"implementation":[23],"combines":[24],"Log-Gaussian":[26],"Cox":[27],"Process":[28],"(LGCP)":[29],"with":[30],"stochastic":[32],"partial":[33],"differential":[34],"equation":[35],"(SPDE)":[36],"approach.":[37],"It":[38],"includes":[39],"model":[40],"estimation,":[41],"synthetic":[42],"catalog":[43],"simulations,":[44],"visualization":[46],"of":[47],"inferred":[49],"rate.":[52]},"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2026-10-27T00:00:00"}