ENGLISH

Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation

By Alexei Gvishiani , Anatoly Soloviev

Book information

Publisher
Springer International Publishing;Springer
Year
2020
ISBN
9783030589677, 9783030589691
DOI
10.1007/978-3-030-58969-1
Language
english
Format
PDF
Filesize
18 MB (18356354 bytes)
Edition
1st ed.
Pages
XIV, 311\320
Time added
2021-01-06 05:41:07
Earth Sciences; Geophysics/Geodesy; Earth Sciencesgeneral; Pattern Recognition

Description

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.

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