書(shū)目名稱(chēng) | Observations, Modeling and Systems Analysis in Geomagnetic Data Interpretation | 編輯 | Alexei Gvishiani,Anatoly Soloviev | 視頻video | http://file.papertrans.cn/701/700375/700375.mp4 | 概述 | 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 appro | 圖書(shū)封面 |  | 描述 | .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 Dataand 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 geoma | 出版日期 | Book 2020 | 關(guān)鍵詞 | anomaly; clustering; fuzzy; magnetic; recognition | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-58969-1 | isbn_ebook | 978-3-030-58969-1 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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