Intelligent Methods with Applications in Volcanology and Seismology

£149.99

Intelligent Methods with Applications in Volcanology and Seismology

Probability and statistics Earth sciences Geology, geomorphology and the lithosphere Natural disasters Machine learning

Authors: Alireza Hajian, Giuseppe Nunnari, Roohollah Kimiaefar

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Collection: Advances in Volcanology

Language: English

Published by: Springer

Published on: 1st March 2023

Format: LCP-protected ePub

ISBN: 9783031154324


Introduction

This book presents intelligent methods like neural, neuro-fuzzy, machine learning, deep learning and metaheuristic methods and their applications in both volcanology and seismology. The complex system of volcanoes and also earthquakes is a big challenge to identify their behavior using available models, which motivates scientists to apply non-model based methods. As there are lots of seismology and volcanology data sets, i.e., the local and global networks, one solution is using intelligent methods in which data-based algorithms are used. 

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