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Statistics in Volcanology

Product Code: IAV001
Series: IAVCEI Publications
Author/Editor: Edited by H M Mader, S G Coles, C B Connor and L J Connor
Publication Date: 27 November 2006
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Description

Special Publication of IAVCEI No. 1

Statistics in Volcanology is a comprehensive guide to modern statistical methods applied in volcanology written by today’s leading authorities. The volume aims to show how the statistical analysis of complex volcanological data sets, including time series, and numerical models of volcanic processes can improve our ability to forecast volcanic eruptions. Specific topics include the use of expert elicitation and Bayesian methods in eruption forecasting, statistical models of temporal and spatial patterns of volcanic activity, analysis of time series in volcano seismology, probabilistic hazard assessment, and assessment of numerical models using robust statistical methods. Also provided are comprehensive overviews of volcanic phenomena, and a full glossary of both volcanological and statistical terms.

Statistics in Volcanology is essential reading for advanced undergraduates, graduate students, and research scientists interested in this multidisciplinary field.

The Other societies price applies to IAVCEI members only. Please see the Bookshop FAQ for instructions on how to register your IAVCEI membership for bookshop discounts. 


 

Type: Book
Ten Digit ISBN: 1-86239-208-0
Thirteen Digit ISBN: 978-1-86239-208-3
Publisher: GSL on behalf of IAVCEI
Binding: Hardback
Pages: 296
Weight: 0.85 kg

Contents

Volcanic process modelling and statistical data, H M Mader • Structured elicitation of expert judgment for probabilistic hazard and risk assessment in volcanic eruptions, W P Aspinall • A quantitative model for volcanic hazard assessment, W Marzocchi, L Sandri and C Furlan • What is the probability of explosive eruption at a long-dormant volcano? C B Connor, A R McBirney and C Furlan • Extreme value methods for modelling historical series of large volcanic magnitudes, S G Coles and R S J Sparks • Applying statistical analysis to understanding the dynamics of volcanic eruptions, N R Varley, J Johnson, M Ruiz, G Reyes and K Martin • Forecasting future spatial distribution of volcanoes: an example from Armenia, J N Weller, A J Martin, C B Connor, L J Connor and A Karakhanian • Estimation of volcanic hazards using geostatistical models, O Jaquet and R Carniel • The contingency table: a powerful tool of multivariate statistics, M Hellweg and D  Seidl • The Gutenberg-Richter law: assumptions, limitations and interpretations, P Palacios, I Molina and M Segovia • Stationary and non-stationary time series, G P Nason • New approaches to volcanic time series analysis, P C Young • Signal classification by wavelet-based Hidden Markov Models: applications to seismic signals of volcanic origin, P Alasonati, J Wassermann M Ohrnberger • Magma memory recorded by statistics of volcanic explosions at the Soufriere Hills volcano, Montserrat, O Jaquet, R S J Sparks and R Carniel • Solution and parametric study of a combined conduit and eruption column model, M Diez • Transient models of conduit flows during volcanic eruptions, O Melnik and R S J  Sparks • Multi-parameter monitoring and modelling of volcanic processes, J Neuberg • Inversion is the key to dispersion: understanding eruption dynamics by inverting tephra fallout, L J Connor and C B Connor • Probabilistic modelling of tephra dispersion, C Bonadonna

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£ 85.00 each

List price: £ 85.00
Fellow's price: £ 51.00
Other societies price: £ 42.50