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Space environment. --- Environment, Space --- Extraterrestrial environment --- Space weather --- Extreme environments

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Space environment --- Space environment. --- Environment, Space --- Extraterrestrial environment --- Space weather --- Extreme environments

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"A thorough and accessible presentation of machine learning techniques that can be employed by space weather professionals. Additionally, it presents an overview of real-world applications in space science to the machine learning community, offering a bridge between the fields. As this volume demonstrates, real advances in space weather can be gained using nontraditional approaches that take into account nonlinear and complex dynamics, including information theory, nonlinear auto-regression models, neural networks and clustering algorithms. Offering practical techniques for translating the huge amount of information hidden in data into useful knowledge that allows for better prediction, this book is a unique and important resource for space physicists, space weather professionals and computer scientists in related fields"--Page 4 of cover.

Space environment. --- Machine learning. --- Learning, Machine --- Artificial intelligence --- Machine theory --- Environment, Space --- Extraterrestrial environment --- Space weather --- Extreme environments

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Extreme Space Weather not only allows readers to learn the basics of complex space weather phenomena and future directions for research in space physics and extreme space events. The book begins with a brief overview of space weather, including sunspot cycles, solar winds and geomagnetic fields. From there, the book moves on to extreme space weather phenomena, including mass coronal ejections, solar flares and magnetic storms. The book also includes a discussion of both observed and theoretical extreme events.

Solar activity. --- Space environment. --- Environment, Space --- Extraterrestrial environment --- Space weather --- Extreme environments --- Solar radiation --- Stellar activity --- Emergency management.

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This second edition is a great enhancement of literature which will help the reader get deeper into the specific topics. There are new sections included such as space weather data sources and examples, new satellite missions, and the latest results. At the end a comprehensive index is given which will allow the reader to quickly find his topics of interest. The Sun and Space weather are two rapidly evolving topics. The importance of the Sun for the Earth, life on Earth, climate and weather processes was recognized long ago by the ancients. Now, for the first time there is a continuous surveillance of solar activity at nearly all wavelengths. These data can be used to improve our understanding of the complex Sun-Earth interaction. The first chapters of the book deal with the Sun as a star and its activity phenomena as well as its activity cycle in order to understand the complex physics of the Sun-Earth system. The reader will see that there are many phenomena but still no definite explanations and models exist for many of them. Other topics are the influences on the Earth’s atmosphere, long and short term climate variations. The last chapters discuss the protection against enhanced radiation environment in view of upcoming manned missions to the Moon and Mars, and the threat from space debris, asteroids and meteoroids. Since the field is quite interdisciplinary, the book will be of interest to scientists working in different fields such as solar physics, geophysics, and space physics.

Space environment. --- Meteorology. --- Solar radiation. --- Sun. --- Absorption, Atmospheric --- Atmospheric absorption of solar radiation --- Insolation --- Radiation, Solar --- Electromagnetic waves --- Aerology --- Earth sciences --- Atmosphere --- Environment, Space --- Extraterrestrial environment --- Space weather --- Extreme environments --- Solar system --- Atmospheric science