Machine Learning Techniques For Space Weather
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Machine Learning Techniques For Space Weather
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Author : Enrico Camporeale
language : en
Publisher: Elsevier
Release Date : 2018-05-31
Machine Learning Techniques For Space Weather written by Enrico Camporeale and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-31 with Science categories.
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
Applications Of Statistical Methods And Machine Learning In The Space Sciences
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Author : Bala Poduval
language : en
Publisher: Frontiers Media SA
Release Date : 2023-04-12
Applications Of Statistical Methods And Machine Learning In The Space Sciences written by Bala Poduval and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-12 with Science categories.
Machine Learning In Heliophysics
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Author : Thomas Berger
language : en
Publisher: Frontiers Media SA
Release Date : 2021-11-24
Machine Learning In Heliophysics written by Thomas Berger and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-24 with Science categories.
Magnetohydrodynamic Modeling Of The Solar Corona And Heliosphere
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Author : Xueshang Feng
language : en
Publisher: Springer
Release Date : 2019-08-01
Magnetohydrodynamic Modeling Of The Solar Corona And Heliosphere written by Xueshang Feng and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-01 with Science categories.
The book covers intimately all the topics necessary for the development of a robust magnetohydrodynamic (MHD) code within the framework of the cell-centered finite volume method (FVM) and its applications in space weather study. First, it presents a brief review of existing MHD models in studying solar corona and the heliosphere. Then it introduces the cell-centered FVM in three-dimensional computational domain. Finally, the book presents some applications of FVM to the MHD codes on spherical coordinates in various research fields of space weather, focusing on the development of the 3D Solar-InterPlanetary space-time Conservation Element and Solution Element (SIP-CESE) MHD model and its applications to space weather studies in various aspects. The book is written for senior undergraduates, graduate students, lecturers, engineers and researchers in solar-terrestrial physics, space weather theory, modeling, and prediction, computational fluid dynamics, and MHD simulations. It helps readers to fully understand and implement a robust and versatile MHD code based on the cell-centered FVM.
Artificial Intelligence For Space Ai4space
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Author : Matteo Madi
language : en
Publisher: CRC Press
Release Date : 2023-12-18
Artificial Intelligence For Space Ai4space written by Matteo Madi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-18 with Science categories.
The new age space value chain is a complex interconnected system with diverse actors, which involves cross-sector and cross-border collaborations. This book helps to enrich the knowledge of Artificial Intelligence (AI) across the value chain in the space-related domains. Advancements of AI and Machine Learning have impactfully supported the space sector transformation as it is shown in the book. "This book embarks on a journey through the fascinating realm of AI in space, exploring its profound implications, emerging trends, and transformative potential." Prof. Dr. Oliver Ullrich - Director Innovation Cluster Space and Aviaton (UZH Space Hub), University of Zurich, Switzerland Aimed at space engineers, risk analysts, policy makers, technical experts and non-specialists, this book demonstrates insights into the implementation of AI in the space sector, alongside its limitations and use-case examples. It covers diverse AI-related topics applicable to space technologies or space big data such as AI-based technologies for improving Earth Observation big data, AI for space robotics exploration, AI for astrophysics, AI for emerging in-orbit servicing market, and AI for space tourism safety improvement. Key Features: Provides an interdisciplinary approach, with chapter contributions from expert teams working in the governmental or private space sectors, with valuable contributions from computer scientists and legal experts Presents insights into AI implementation and how to unlock AI technologies in the field Up-to-date with the latest developments and cutting-edge applications
The Dynamical Ionosphere
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Author : Massimo Materassi
language : en
Publisher: Elsevier
Release Date : 2019-11-28
The Dynamical Ionosphere written by Massimo Materassi and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-28 with Science categories.
The Dynamical Ionosphere: A Systems Approach to Ionospheric Irregularity examines the Earth's ionosphere as a dynamical system with signatures of complexity. The system is robust in its overall configuration, with smooth space-time patterns of daily, seasonal and Solar Cycle variability, but shows a hierarchy of interactions among its sub-systems, yielding apparent unpredictability, space-time irregularity, and turbulence. This interplay leads to the need for constructing realistic models of the average ionosphere, incorporating the increasing knowledge and predictability of high variability components, and for addressing the difficulty of dealing with the worst cases of ionospheric disturbances, all of which are addressed in this interdisciplinary book. Borrowing tools and techniques from classical and stochastic dynamics, information theory, signal processing, fluid dynamics and turbulence science, The Dynamical Ionosphere presents the state-of-the-art in dealing with irregularity, forecasting ionospheric threats, and theoretical interpretation of various ionospheric configurations. - Presents studies addressing Earth's ionosphere as a complex dynamical system, including irregularities and radio scintillation, ionospheric turbulence, nonlinear time series analysis, space-ionosphere connection, and space-time structures - Utilizes interdisciplinary tools and techniques, such as those associated with stochastic dynamics, information theory, signal processing, fluid dynamics and turbulence science - Offers new data-driven models for different ionospheric variability phenomena - Provides a synoptic view of the state-of-the-art and most updated theoretical interpretation, results and data analysis tools of the "worst case" behavior in ionospheric configurations
Solar Wind
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Author : Yves Earhart
language : en
Publisher: Publifye AS
Release Date : 2025-03-10
Solar Wind written by Yves Earhart and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-10 with Science categories.
Solar Wind explores the fascinating science behind the constant stream of charged particles emanating from the sun and how it impacts Earth. From the mesmerizing auroras to the potential disruption of satellite infrastructure, the book delves into the complex interactions between the solar wind and our planet's magnetosphere. It highlights how coronal mass ejections and solar flares contribute to space weather, creating geomagnetic storms that can affect technology and potentially influence long-term climate trends. The book begins with the basic physics of plasmas and magnetic fields, essential for understanding the sun-Earth connection, before detailing the formation and propagation of the solar wind. A key focus is the interaction of the solar wind with Earth's magnetosphere, explaining phenomena like auroras. By drawing on data from space agencies like NASA and ESA, Solar Wind offers a quantitative approach using mathematical models to explain the physical processes driving solar wind dynamics. This comprehensive resource is aimed at advanced students and researchers in physics, astronomy, and Earth sciences, providing an up-to-date understanding of the solar wind's science. Its interdisciplinary approach connects astrophysics, plasma physics, and Earth sciences, offering a richer perspective on the sun-Earth connection and the importance of understanding and mitigating the effects of space weather.
Solar Storms And Celestial Harmony Navigating Space Weather Challenges
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Author : Marian P. Ehlert
language : en
Publisher: Gavin Jay Maureemootoo
Release Date : 2024-10-24
Solar Storms And Celestial Harmony Navigating Space Weather Challenges written by Marian P. Ehlert and has been published by Gavin Jay Maureemootoo this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-24 with Science categories.
Explore the dynamic and fascinating world of space weather with this comprehensive guide. From the history and development of space weather studies to the impacts on technology and future trends in research, this book covers it all. Discover the importance of space weather analysis, how solar activity affects our planet, and the hazards it poses to spacecraft. Learn about the international collaboration in space weather studies and the public awareness initiatives aimed at educating the masses. Whether you're a space enthusiast or a researcher in the field, this book is a must-have for anyone interested in the ever-changing space environment.
Advances In Representation
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Author : Andrea Giordano
language : en
Publisher: Springer Nature
Release Date : 2024-08-05
Advances In Representation written by Andrea Giordano and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-05 with Technology & Engineering categories.
This book presents contributions which discuss the impact of eXtended Reality (XR) and Artificial Intelligence (AI) technologies considered jointly in the fields of Cultural Heritage and Innovative Design. The rapid development of technologies, tools and devices requires a (controlled) expansion of the theoretical content and application areas, as well as careful monitoring of the disciplines that can be involved, starting with the AI-XR pair. XR, an acronym for extended reality, has emerged in recent years as a concept encompassing AR, VR (virtual reality), and MR (mixed reality), offering new ways of interacting with the real. In this sense, the fields of application open to the worlds of tangible and intangible cultural heritage, architectural, environmental, infrastructural and product design, and education, as a place for advanced training and as a tool for educational enhancement.
Space Physics And Aeronomy Solar Physics And Solar Wind
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Author : Nour E. Raouafi
language : en
Publisher: John Wiley & Sons
Release Date : 2021-04-12
Space Physics And Aeronomy Solar Physics And Solar Wind written by Nour E. Raouafi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-12 with Science categories.
A comprehensive view of our Sun at the start of a new era in solar and heliospheric physics Humans have been observing and studying our Sun for centuries, yet much is still unknown about the processes that drive its behavior. Thanks to a new generation of space missions and ground telescopes, we are poised to dramatically increase our understanding of the Sun and its environment. Solar Physics and Solar Wind explores advances in solar and heliospheric research over recent decades, as well as the challenges that remain. This comprehensive reference work covers the solar interior, magnetism and radiation, plasma heating and acceleration, the sun's atmosphere, and solar activity. Volume highlights include: Explanations for processes in the solar interior New insights on the solar wind The challenges of measuring the Sun's magnetic field and its radiative output Description of solar atmospheric phenomena such as spicules and jets New developments in understanding flares and coronal mass ejections Ongoing research into how the solar corona is heated The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals. Find out more about the Space Physics and Aeronomy collection in this Q&A with the Editors in Chief