Please use this identifier to cite or link to this item:
http://hdl.handle.net/2122/5323| DC Field | Value | Language |
|---|---|---|
| dc.contributor.authorall | Behncke, B.; Istituto Nazionale di Geofisica e Vulcanologia, Sezione Catania, Catania, Italia | en |
| dc.contributor.authorall | Pshenichny, C. A.; Geological Mapping Division, VNII Okeangeologia, Angliisky Prospect, 1, 190121 St. Petersburg, Russia | en |
| dc.date.accessioned | 2009-12-04T09:53:22Z | en |
| dc.date.available | 2009-12-04T09:53:22Z | en |
| dc.date.issued | 2009-08-20 | en |
| dc.identifier.uri | http://hdl.handle.net/2122/5323 | en |
| dc.description.abstract | One of the best-studied volcanoes of the world, Mt. previous termEtnanext term in Sicily, repeatedly exhibits eruptive scenarios that depart from the behavior commonly considered typical for this volcano. Episodes of intense explosive activity, pyroclastic flows, dome growth and cone collapse pose a variety of previously underestimated threats to human lives in the summit area of the volcano. However, retrospective analysis of these events shows that they were likely caused by the same very sets of premises and starting conditions as “normal” eruptions, yet combined in an unexpected, probably unique, way. To cope with such unexpected consequences, we involve an approach of artificial intelligence developed specially for needs of the geosciences, the event bush. Scenarios inferred from the event bush fit the observed ones and allow to foresee other low-probability events that may occur at the volcano. Application of the event bush provides a more impartial vision of volcanic phenomena and may serve as an intermediary between expert knowledge and numerical assessment, e.g., by means of Bayesian Belief Networks. | en |
| dc.language.iso | English | en |
| dc.publisher.name | Elsevier | en |
| dc.relation.ispartof | Journal of Volcanology and Geothermal Research | en |
| dc.relation.ispartofseries | /185 (2009) | en |
| dc.subject | Etna | en |
| dc.subject | Event bush method | en |
| dc.subject | artificial intelligence | en |
| dc.title | Modeling unusual eruptive behavior of Mt. Etna, Italy, by means of event bush | en |
| dc.type | article | en |
| dc.description.status | Published | en |
| dc.type.QualityControl | Peer-reviewed | en |
| dc.description.pagenumber | 157-171 | en |
| dc.subject.INGV | 05. General::05.01. Computational geophysics::05.01.05. Algorithms and implementation | en |
| dc.identifier.doi | 10.1016/j.jvolgeores.2009.04.020 | en |
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Akimova-Shterkhun and A.A. Rezyapkin, The event bush as a semantic-based numerical approach to natural hazard assessment (exemplified by volcanology), Comput. Geosci (2009) 10.1016/j.physletb.2003.10.071. Sowa, 2000 J.F. Sowa, Knowledge Representation: Logical, Philosophical, and Computational Foundations, Brooks/Cole Publishing Co., Pacific Grove, CA (2000). Straub, 2000 S. Straub, Discrete particle modeling of volcanogenic high-concentration mass flows. In: V.N. Dech and V.A. Glebovitsky, Editors, Capricious Earth: Models and Modeling of Geologic Processes and Objects, Theophrastus Publications, St. Petersburg (2000), pp. 123–136. | en |
| dc.description.obiettivoSpecifico | 3.6. Fisica del vulcanismo | en |
| dc.description.journalType | JCR Journal | en |
| dc.description.fulltext | reserved | en |
| dc.contributor.author | Behncke, B. | en |
| dc.contributor.author | Pshenichny, C. A. | en |
| dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione OE, Catania, Italia | en |
| dc.contributor.department | Geological Mapping Division, VNII Okeangeologia, Angliisky Prospect, 1, 190121 St. Petersburg, Russia | en |
| item.openairetype | article | - |
| item.cerifentitytype | Publications | - |
| item.languageiso639-1 | en | - |
| item.grantfulltext | restricted | - |
| item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
| item.fulltext | With Fulltext | - |
| crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione OE, Catania, Italia | - |
| crisitem.author.dept | Geological Mapping Division, VNII Okeangeologia, Angliisky Prospect, 1, 190121 St. Petersburg, Russia | - |
| crisitem.author.orcid | 0000-0003-1991-1421 | - |
| crisitem.author.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
| crisitem.classification.parent | 05. General | - |
| crisitem.department.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
| Appears in Collections: | Article published / in press | |
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| Etna event bush published.pdf | Full article | 6.8 MB | Adobe PDF |
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