Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation

£89.99

Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation

Geophysics Earth sciences Artificial intelligence Pattern recognition

Authors: Alexei Gvishiani, Anatoly Soloviev

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Collection: Earth and Environmental Science

Language: English

Published by: Springer

Published on: 17th September 2020

Format: LCP-protected ePub

Size: 102 Mb

ISBN: 9783030589691


Introduction

Geomagnetic field penetrates through all shells of the solid Earth, hydrosphere and atmosphere, spreading into space. The Earth Magnetic Field plays a key-role in major natural processes. Geomagnetic field variations in time and space provide important information about the state of the solid Earth, as well as the solar-terrestrial relationships and space weather conditions.

Content Overview

The monograph presents a set of fundamental and, at the same time, urgent scientific problems of modern geomagnetic studies, as well as describes the results of the authors’ developments. The new technique introduced in the book can be applied far beyond the limits of Earth sciences. Requirements to corresponding data models are formulated.

Methodology and Applications

The conducted experimental investigations are combined with development and implementation of new methods of mathematical modeling, artificial intelligence, systems analysis and data science to solve the fundamental problems of geomagnetism. At that, formalism of Big Data and its application to Earth Sciences is presented as essential part of systems analysis.

Intended Audience

The book is intended for research scientists, tutors, students, postgraduate students and engineers working in geomagnetism and Earth sciences in general, as well as in other relevant scientific disciplines.

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