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Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation

  • Book
  • © 2020

Overview

Authors:
  1. Alexei Gvishiani

    1. Geophysical Center of the Russian Academy of Sciences, Moscow, Russia

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  2. Anatoly Soloviev

    1. Geophysical Center of the Russian Academy of Sciences, Moscow, Russia

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  • Provides an innovative approach to the interpretation and processing of large geoscience datasets

  • Introduces original geoscience applications for monitoring natural extreme events

  • Offers a novel approach to the study of extreme events in areas such as economics, society, and the environment

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Table of contents (7 chapters)

  1. Front Matter

    Pages i-xiv
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  2. Structure of the Earth’s Magnetic Field

    • Alexei Gvishiani, Anatoly Soloviev
    Pages 1-27

  3. EMF Observations and Data Processing

    • Alexei Gvishiani, Anatoly Soloviev
    Pages 29-96

  4. Mathematical Models of the EMF

    • Alexei Gvishiani, Anatoly Soloviev
    Pages 97-146

  5. Electrodynamic Processes in the Earth’s Ionosphere

    • Alexei Gvishiani, Anatoly Soloviev
    Pages 147-205

  6. Extreme Events and Reconstruction of the Solar Activity Parameters Based on Geomagnetic Measurements

    • Alexei Gvishiani, Anatoly Soloviev
    Pages 207-231

  7. Geomagnetic Information and Big Data

    • Alexei Gvishiani, Anatoly Soloviev
    Pages 233-268

  8. Applications of the Geomagnetic Field in Technological Problems

    • Alexei Gvishiani, Anatoly Soloviev
    Pages 269-310

  9. Back Matter

    Pages 311-311
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Keywords

About this book

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. 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. 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. 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.

Authors and Affiliations

  • Geophysical Center of the Russian Academy of Sciences, Moscow, Russia

    Alexei Gvishiani, Anatoly Soloviev

Bibliographic Information

  • Book Title: Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation

  • Authors: Alexei Gvishiani, Anatoly Soloviev

  • DOI: https://doi.org/10.1007/978-3-030-58969-1

  • Publisher: Springer Cham

  • eBook Packages: Earth and Environmental Science, Earth and Environmental Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2020

  • Hardcover ISBN: 978-3-030-58967-7Published: 18 September 2020

  • eBook ISBN: 978-3-030-58969-1Published: 17 September 2020

  • Edition Number: 1

  • Number of Pages: XIV, 311

  • Number of Illustrations: 62 b/w illustrations, 107 illustrations in colour

  • Topics: Geophysics/Geodesy, Earth Sciences, general, Artificial Intelligence, Pattern Recognition

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