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http://hdl.handle.net/2122/11417
DC Field | Value | Language |
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dc.date.accessioned | 2018-03-22T10:28:36Z | en |
dc.date.available | 2018-03-22T10:28:36Z | en |
dc.date.issued | 2016-11-22 | en |
dc.identifier.uri | http://hdl.handle.net/2122/11417 | en |
dc.description.abstract | This contribution describes the work-in-progress within the project FREAPROB, funded by INGV. The ultimate goal is to seek signals or recurrent patterns within data of different nature (from geochemistry, geodesy, gravity and seismology), which are recorded at two of the best monitored volcanoes in the world, Vulcano and Campi Flegrei (Italy). In fact, despite the strong monitoring effort, the multivariate and objective analysis of the monitoring observations from different disciplines is still uncommon. The first step of our work has been the collection, collation and homogeneization of some of the available data. At Campi Flegrei, the dataset features all published geochemical data from the two main fumaroles (Bocca Grande and Bocca Nuova), gravity residuals, ground displacement and seismic activity, all recorded by Osservatorio Vesuviano in the last decades. This dataset is being analysed in search for recurrent patterns describing periods of higher fumarolic temperature or characterized by greater deformation rate. For the case of Vulcano, data from the continuous monitoring of the crater rim's fumaroles were collated with the records from the monthly surveys that have been carried out in the last 25 years to monitor the largest and most persistent fumaroles at the La Fossa crater. The fumarole observations (consisting of temperature and geochemical variables) were further merged with the observations from the seismic network to constitute the base for a multivariate analysis. Aim of the analysis is the identification of patterns capable of discriminating periods of high and low temperature at the fumaroles, or periods characterized by more intense seismic activity. This contribution underlines and encourages the development of multivariate datasets and databases that allow searching, through objective statistical analysis, signals and patterns that are difficult to extract “by eye”. | en |
dc.description.sponsorship | IAVCEI | en |
dc.language.iso | English | en |
dc.relation.ispartof | Cities on Volcanoes 9 | en |
dc.subject | Multivariate analysis | en |
dc.subject | pattern recognition | en |
dc.title | Multi-variate analysis of the monitoring data at Vulcano and Campi Flegrei | en |
dc.type | Poster session | en |
dc.description.status | Published | en |
dc.subject.INGV | 04.08. Volcanology | en |
dc.description.ConferenceLocation | Puerto Varas, Chile | en |
dc.relation.references | Gruppo Analisi Dati Sismici, 2016. Catalogo dei terremoti della Sicilia Orientale - Calabria Meridionale (1999-2016 ). INGV, Catania http://www.ct.ingv.it/ufs/analisti/ catalogolist.php http://www.annalsofgeophysics.eu/index.php/annals/article/viewFile/6431/6358 Levelling data Campi Flegrei: Del Gaudio et al., 2010 Del Gaudio, C., Aquino, I., Ricciardi, G. P., Ricco, C., & Scandone, R. (2010). Unrest episodes at Campi Flegrei: A reconstruction of vertical ground movements during 1905-2009, 195(1), 48–56. http://doi.org/10.1016/j.jvolgeores.2010.05.014 Gravimetric data: Todesco and Berrino, 2005 Todesco, M. (2005). Modeling hydrothermal fluid circulation and gravity signals at the Phlegraean Fields caldera. Earth and Planetary Science Letters. Gas composition Campi Flegrei: Caliro et al., 2014 Caliro, S., Chiodini, G., & Paonita, A. (2014). Geochemical evidences of magma dynamics at Campi Flegrei (Italy). Geochimica Et Cosmochimica Acta, 132, 1–15. http://doi.org/10.1016/j.gca.2014.01.021 Sicardi, L. (1941). Sulle manifestazioni dell“attività fumarolica della Solfatara di Pozzuoli nell”ultimo ottantennio (1856-1939). Rivista Di Scienze Naturali “Natura,” XXXII, 53–74. Sicardi, L. (1956). La Solfatara di Pozzuoli. Bulletin of Volcanology, 18(1), 151–158. http://doi.org/10.1007/BF02596618 Sicardi, L. (1970). Recenti misure termiche alla Solfatara di Pozzuoli e qualche ancora necessaria osservazione. Boll. Società Dei Naturalisti, 79, 137–144. Dall'Aglio, M., Martini, M., & Tonani, F. (1972). Rilevamento geochimico delle emanazioni vulcaniche dei Campi Flegrei. Quaderni De La Ricerca Scientifica, 83, 152–181. Cioni, R., Corazza, E., & Marini, L. (1984). The gas/steam ratio as indicator of heat transfer at the Solfatara fumaroles, Phlegraean Fields (Italy) - Springer. Bulletin of Volcanology. Martini, M. (1986). Thermal activity and ground deformation at Phlegrean Fields, Italy: precursors of eruptions or fluctuations of quiescent volcanism? A contribution of geochemical studies. Journal of Geophysical Research: Solid Earth (1978–2012), 91(B12), 12255–12260.Gas composition Vulcano: Paonita et al. (2013) GCA http://dx.doi.org/10.1016/j.gca. 2013.06.015 Diliberto (2017) Long-term monitoring on a close conduit volcano. A 25 Years long time-series of temperatures recorded at La Fossa Cone (Vulcano Island, Italy), ranging from 250 °C up to 520 °C. JVGR Special Volume Taran et al. • Hollander and Wolfe (1973) Nonparametric statistical methods. John Wiley & Sons, New York-Sydney-Tokyo-Mexico City 1973. • Mulargia et al. (1992) Statistical identification of physical patterns which accompany eruptive activity on Mount Etna, Sicily. J Volcanol Geotherm Res 53:289–296 • Rounds (1980) Pattern Recognition 12, 313-317 | en |
dc.description.obiettivoSpecifico | 4V. Dinamica dei processi pre-eruttivi | en |
dc.contributor.author | Sandri, Laura | en |
dc.contributor.author | Todesco, Micol | en |
dc.contributor.author | Rouwet, Dmitri | en |
dc.contributor.author | Diliberto, Iole Serena | en |
dc.contributor.author | Pecoraino, Giovannella | en |
dc.contributor.author | Chiodini, Giovanni | en |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Bologna, Bologna, Italia | en |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Bologna, Bologna, Italia | en |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Bologna, Bologna, Italia | en |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Palermo, Palermo, Italia | en |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Palermo, Palermo, Italia | en |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Bologna, Bologna, Italia | en |
dc.contributor.editor | Álvarez, Rodrigo | en |
dc.contributor.editordepartment | SERNAGEOMIN | en |
item.openairetype | Poster session | - |
item.cerifentitytype | Publications | - |
item.languageiso639-1 | en | - |
item.grantfulltext | open | - |
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 Bologna, Bologna, Italia | - |
crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Bologna, Bologna, Italia | - |
crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Bologna, Bologna, Italia | - |
crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Palermo, Palermo, Italia | - |
crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Palermo, Palermo, Italia | - |
crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Bologna, Bologna, Italia | - |
crisitem.author.orcid | 0000-0002-3254-2336 | - |
crisitem.author.orcid | 0000-0002-5939-0985 | - |
crisitem.author.orcid | 0000-0003-3366-3882 | - |
crisitem.author.orcid | 0000-0001-6729-2413 | - |
crisitem.author.orcid | 0000-0001-5478-1912 | - |
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.author.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.author.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.author.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.author.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.classification.parent | 04. Solid Earth | - |
crisitem.department.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 | - |
crisitem.department.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: | Conference materials |
Files in This Item:
File | Description | Size | Format | |
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2016 Poster COV9 PR sandri et al.pdf | Poster | 1.51 MB | Adobe PDF | View/Open |
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