Machine Learning Techniques for Space Weather

Machine Learning Techniques for Space Weather
Author :
Publisher : Elsevier
Total Pages : 454
Release :
ISBN-10 : 9780128117897
ISBN-13 : 0128117893
Rating : 4/5 (97 Downloads)

Book Synopsis Machine Learning Techniques for Space Weather by : Enrico Camporeale

Download or read book Machine Learning Techniques for Space Weather written by Enrico Camporeale and published by Elsevier. This book was released on 2018-05-31 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning Techniques for Space Weather provides 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. - Collects many representative non-traditional approaches to space weather into a single volume - Covers, in an accessible way, the mathematical background that is not often explained in detail for space scientists - Includes free software in the form of simple MATLAB® scripts that allow for replication of results in the book, also familiarizing readers with algorithms

What is Space Weather and who Should Forecast It?

What is Space Weather and who Should Forecast It?
Author :
Publisher :
Total Pages : 160
Release :
ISBN-10 : PSU:000053974143
ISBN-13 :
Rating : 4/5 (43 Downloads)

Book Synopsis What is Space Weather and who Should Forecast It? by : United States. Congress. House. Committee on Science. Subcommittee on Environment, Technology, and Standards

Download or read book What is Space Weather and who Should Forecast It? written by United States. Congress. House. Committee on Science. Subcommittee on Environment, Technology, and Standards and published by . This book was released on 2004 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Storms from the Sun

Storms from the Sun
Author :
Publisher : Joseph Henry Press
Total Pages : 270
Release :
ISBN-10 : 0309076420
ISBN-13 : 9780309076425
Rating : 4/5 (20 Downloads)

Book Synopsis Storms from the Sun by : Michael J. Carlowicz

Download or read book Storms from the Sun written by Michael J. Carlowicz and published by Joseph Henry Press. This book was released on 2002 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines the emerging physical science of space weather and the impact the sun and solar storms have on Earth life.

Space Weather

Space Weather
Author :
Publisher : Springer Science & Business Media
Total Pages : 517
Release :
ISBN-10 : 9783540345787
ISBN-13 : 3540345787
Rating : 4/5 (87 Downloads)

Book Synopsis Space Weather by : Volker Bothmer

Download or read book Space Weather written by Volker Bothmer and published by Springer Science & Business Media. This book was released on 2007-01-10 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: The editors present a state-of-the-art overview on the Physics of Space Weather and its effects on technological and biological systems on the ground and in space. It opens with a general introduction on the subject, followed by a historical review on the major developments in the field of solar terrestrial relationships leading to its development into the up-to-date field of space weather. Specific emphasis is placed on the technological effects that have impacted society in the past century at times of major solar activity. Chapter 2 summarizes key milestones, starting from the base of solar observations with classic telescopes up to recent space observations and new mission developments with EUV and X-ray telescopes (e.g., STEREO), yielding an unprecedented view of the sun-earth system. Chapter 3 provides a scientific summary of the present understanding of the physics of the sun-earth system based on the latest results from spacecraft designed to observe the Sun, the interplanetary medium and geospace. Chapter 4 describes how the plasma and magnetic field structure of the earth's magnetosphere is impacted by the variation of the solar and interplanetary conditions, providing the necessary science and technology background for missions in low and near earth's orbit. Chapter 5 elaborates the physics of the layer of the earth's upper atmosphere that is the cause of disruptions in radio-wave communications and GPS (Global Positioning System) errors, which is of crucial importance for projects like Galileo. In Chapters 6-10, the impacts of technology used up to now in space, on earth and on life are reviewed.

The Northern Light

The Northern Light
Author :
Publisher : Springer Science & Business Media
Total Pages : 181
Release :
ISBN-10 : 9783642691065
ISBN-13 : 3642691064
Rating : 4/5 (65 Downloads)

Book Synopsis The Northern Light by : A. Brekke

Download or read book The Northern Light written by A. Brekke and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Nordic literature a remarkable discussion of the northern light appears in Kongespeilet (The King's Mirror) a thirteenth-century Norwegian chronicle. It is described in vivid detail as the following translated excerpts demonstrate: These northern lights have this peculiar nature, that the darker the night is, the brighter they seem, and they always appear at night but never by day, most frequently in the densest darkness and rarely by moonlight. In appearance they resemble a vast flame of fire viewed from a great distance. It also looks as if sharp points were shot from this flame up into the sky; these are of uneven height and in constant motion, now one, now another darting highest; and the light appears to blaze like a living flame. Three different theories for the origin of the northern light were suggested in this book. Numerous naturally occurring heavenly phenomena have been observed and enjoyed as long as the Earth has been inhabited, but hardly any of them has stirred man's imagination, curiosity and fear as much as the northern light. The northern light is certainly one of the most spectacular of nature's phenomena.

The Solar Dynamics Observatory

The Solar Dynamics Observatory
Author :
Publisher : Springer Science & Business Media
Total Pages : 405
Release :
ISBN-10 : 9781461436737
ISBN-13 : 1461436737
Rating : 4/5 (37 Downloads)

Book Synopsis The Solar Dynamics Observatory by : Phillip Chamberlin

Download or read book The Solar Dynamics Observatory written by Phillip Chamberlin and published by Springer Science & Business Media. This book was released on 2012-05-05 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is dedicated to the Solar Dynamics Observatory (SDO), which was launched 11 February 2010. The articles focus on the spacecraft and its instruments: the Atmospheric Imaging Assembly (AIA), the Extreme Ultraviolet Variability Experiment (EVE), and the Helioseismic and Magnetic Imager (HMI). Articles within also describe calibration results and data processing pipelines that are critical to understanding the data and products, concluding with a description of the successful Education and Public Outreach activities. This book is geared towards anyone interested in using the unprecedented data from SDO, whether for fundamental heliophysics research, space weather modeling and forecasting, or educational purposes. Previously published in Solar Physics journal, Vol. 275/1-2, 2012. Selected articles in this book are published open access under a CC BY-NC 2.5 license at link.springer.com. For further details, please see the license information in the chapters.

Effects of Space Weather on Technology Infrastructure

Effects of Space Weather on Technology Infrastructure
Author :
Publisher : Springer Science & Business Media
Total Pages : 354
Release :
ISBN-10 : 1402027486
ISBN-13 : 9781402027482
Rating : 4/5 (86 Downloads)

Book Synopsis Effects of Space Weather on Technology Infrastructure by : Ioannis A. Daglis

Download or read book Effects of Space Weather on Technology Infrastructure written by Ioannis A. Daglis and published by Springer Science & Business Media. This book was released on 2004-09-15 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 17 chapters of this book grew out of the tutorial lectures given by leading world-class experts at the NATO Advanced Research Workshop “Effects of Space Weather on Technology Infrastructure” - ESPRIT, which was held in Rhodes on March 25-29, 2004. All manuscripts were refereed and subsequently meticulously edited by the editor to ensure the highest quality for this monograph. I owe particular thanks to the lecturers of the ESPRIT Advanced Research Workshop for producing these excellent tutorial reviews, which convey the essential knowledge and the latest advances in our field. Due to the breadth, extensive literature citations and quality of the reviews we expect this publication to serve extremely well as a reference book. Multimedia material referring to individual chapters of the book is accessible on the accompanying CD. The aim of ESPRIT was to assess existing knowledge and identify future actions regarding monitoring, forecasting and mitigation of space weather induced malfunction and damage of vital technological systems operating in space and on the ground.