Please use this identifier to cite or link to this item:
http://hdl.handle.net/2122/14059
DC Field | Value | Language |
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dc.date.accessioned | 2021-01-04T07:39:01Z | - |
dc.date.available | 2021-01-04T07:39:01Z | - |
dc.date.issued | 2020-09 | - |
dc.identifier.uri | http://hdl.handle.net/2122/14059 | - |
dc.description.abstract | This paper reports the analysis of soil 222Rn data recorded over 7-years in the volcanic caldera of Campi Flegrei (Naples-Italy). The relationship between Radon activity concentration and several geophysical, geochemical and meteorological parameters, influencing the gas emissions, is estimated by the Artificial Neural Network (ANN) method. The analysis goals are: the estimation (replication) of the Radon time series from influencing parameters, the forecasting of an unknown part of it, and the search for anomalies. Results prove: (i) the effectiveness of the ANN method; (ii) Radon follow the periods of agitation of the caldera, demonstrated by the comparison with previous works using different methods. | en_US |
dc.language.iso | English | en_US |
dc.publisher.name | Elsevier | en_US |
dc.relation.ispartof | Applied Radiation and Isotopes | en_US |
dc.relation.ispartofseries | /163 (2020) | en_US |
dc.subject | Anomaly detection; Artificial neural network; Influencing parameter; Radon; Signal forecasting; Signal replication | en_US |
dc.title | Analysis of 7-years Radon time series at Campi Flegrei area (Naples, Italy) using artificial neural network method | en_US |
dc.type | article | en |
dc.description.status | Published | en_US |
dc.description.pagenumber | 109239 | en_US |
dc.identifier.doi | 10.1016/j.apradiso.2020.109239 | en_US |
dc.description.obiettivoSpecifico | 6IT. Osservatori non satellitari | en_US |
dc.description.journalType | JCR Journal | en_US |
dc.contributor.author | Ambrosino, Fabio | - |
dc.contributor.author | Sabbarese, Carlo | - |
dc.contributor.author | Roca, V. | - |
dc.contributor.author | Giudicepietro, Flora | - |
dc.contributor.author | Chiodini, Giovanni | - |
dc.contributor.department | Università della Campania “Luigi Vanvitelli” | en_US |
dc.contributor.department | Università della Campania “Luigi Vanvitelli” | en_US |
dc.contributor.department | infn | en_US |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione OV, Napoli, Italia | en_US |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Bologna, Bologna, Italia | en_US |
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 | Seconda Università degli Studi di Napoli (Dipartimento di Scienze Ambientali) | - |
crisitem.author.dept | Istituto Nazionale di Fisica Nucleare (Sezione di Napoli) | - |
crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione OV, Napoli, Italia | - |
crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Bologna, Bologna, Italia | - |
crisitem.author.orcid | 0000-0001-5577-1820 | - |
crisitem.author.orcid | 0000-0002-3088-9360 | - |
crisitem.author.orcid | 0000-0001-6198-8655 | - |
crisitem.author.orcid | 0000-0002-0628-8055 | - |
crisitem.author.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.author.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.department.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.department.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
Appears in Collections: | Article published / in press |
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File | Description | Size | Format | Existing users please Login |
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2020, Ambrosinoetal,RnCF,Applied Radiation and Isotopes.pdf | 3.74 MB | Adobe PDF |
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