portada Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation (en Inglés)

Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation (en Inglés)

Formato

Libro Físico

Autor

Alexei Gvishiani

Anatoly Soloviev

Editorial

Springer

Idioma

Inglés

N° páginas

311

Encuadernación

Tapa Dura

Dimensiones

23.9x19.6x1.5 cm

Peso

0.59 kg.

ISBN13

9783030589677

Categorías

Geofísica
Ciencias de la tierra/geociencias
Reconocimiento de formas
Visión por ordenador

Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation (en Inglés)

Alexei Gvishiani (Autor) · Anatoly Soloviev (Autor) · Springer · Tapa Dura

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Reseña del libro "Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation (en Inglés)"

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.