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    • Machine Learning for Planetary Science

      • 1st Edition
      • March 22, 2022
      • Joern Helbert + 3 more
      • English
      • Paperback
        9 7 8 0 1 2 8 1 8 7 2 1 0
      • eBook
        9 7 8 0 1 2 8 1 8 7 2 2 7
      Machine Learning for Planetary Science presents planetary scientists with a way to introduce machine learning into the research workflow as increasingly large nonlinear datasets are acquired from planetary exploration missions. The book explores research that leverages machine learning methods to enhance our scientific understanding of planetary data and serves as a guide for selecting the right methods and tools for solving a variety of everyday problems in planetary science using machine learning. Illustrating ways to employ machine learning in practice with case studies, the book is clearly organized into four parts to provide thorough context and easy navigation. The book covers a range of issues, from data analysis on the ground to data analysis onboard a spacecraft, and from prioritization of novel or interesting observations to enhanced missions planning. This book is therefore a key resource for planetary scientists working in data analysis, missions planning, and scientific observation.

    • Knowledge Discovery in Big Data from Astronomy and Earth Observation

      • 1st Edition
      • April 9, 2020
      • Petr Skoda + 1 more
      • English
      • Paperback
        9 7 8 0 1 2 8 1 9 1 5 4 5
      • eBook
        9 7 8 0 1 2 8 1 9 1 5 5 2
      Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common workflows and data science tools used for big data in astronomy and geoscience. After establishing similarity in data gathering, pre-processing and handling, the data science aspects are illustrated in the context of both fields. Software, hardware and algorithms of big data are addressed. Finally, the book offers insight into the emerging science which combines data and expertise from both fields in studying the effect of cosmos on the earth and its inhabitants.

    • Big Data in Astronomy

      • 1st Edition
      • June 13, 2020
      • Linghe Kong + 3 more
      • English
      • Paperback
        9 7 8 0 1 2 8 1 9 0 8 4 5
      • eBook
        9 7 8 0 1 2 8 1 9 0 8 5 2
      Big Data in Radio Astronomy: Scientific Data Processing for Advanced Radio Telescopes provides the latest research developments in big data methods and techniques for radio astronomy. Providing examples from such projects as the Square Kilometer Array (SKA), the world’s largest radio telescope that generates over an Exabyte of data every day, the book offers solutions for coping with the challenges and opportunities presented by the exponential growth of astronomical data. Presenting state-of-the-art results and research, this book is a timely reference for both practitioners and researchers working in radio astronomy, as well as students looking for a basic understanding of big data in astronomy.

    • Special Relativity, Electrodynamics, and General Relativity

      • 2nd Edition
      • January 9, 2018
      • John B. Kogut
      • English
      • Paperback
        9 7 8 0 1 2 8 1 3 7 2 0 8
      • eBook
        9 7 8 0 1 2 8 1 3 7 2 1 5
      Special Relativity, Electrodynamics, and General Relativity: From Newton to Einstein is intended to teach students of physics, astrophysics, astronomy, and cosmology how to think about special and general relativity in a fundamental but accessible way. Designed to render any reader a "master of relativity,” all material on the subject is comprehensible and derivable from first principles. The book emphasizes problem solving, contains abundant problem sets, and is conveniently organized to meet the needs of both student and instructor.

    • Geomagnetism

      • 1st Edition
      • January 22, 2016
      • John A. Jacobs
      • English
      • eBook
        9 7 8 1 4 8 3 2 8 8 7 0 3
      Geomagnetism, Volume 4 focuses on the processes, methodologies, technologies, and approaches involved in geomagnetism, including electric fields, solar wind plasma, pulsations, and gravity waves. The selection first offers information on solar wind, magnetosphere, and the magnetopause of the Earth. Discussions focus on magnetopause structure and transfer processes, magnetosphere electric fields, geomagnetically trapped radiation, microstructure of the solar wind plasma, and hydro magnetic fluctuations and discontinuities. The text then examines geomagnetic tail, neutral upper atmosphere, and geomagnetic pulsations and plasma waves in the Earth's magnetosphere. Topics include plasma waves and instabilities in the magnetosphere, waves in a magneto plasma, gravity waves, atmospheric tides, balance equations for mass, momentum and energy, and absorption of solar and particle radiation. The publication takes a look at auroras and physical processes producing magnetosphere substorms and magnetic storms, including aurora theory and morphology, structure of the magnetosphere, and models of magnetosphere substorms. The selection is a valuable source of data for researchers wanting to explore geomagnetism.

    • Vistas in Astronomy

      • 1st Edition
      • June 3, 2016
      • Arthur Beer
      • English
      • Paperback
        9 7 8 1 4 8 3 2 1 1 7 0 1
      • eBook
        9 7 8 1 4 8 3 2 2 5 1 3 5
      Vistas in Astronomy, Volume 1: Co-operation and Organization, History and Philosophy, Dynamics, Theoretical Astrophysics, Instruments, Radio Astronomy, Solar Physics brings together the ideas that form the structural units of what is known about astronomy. This book is organized into seven sections encompassing 93 chapters. Section I provides a summary of the significant contributions of international cooperation and various astronomy-related organizations in the advancement of astronomy. Section II highlights the historical developments in astronomy, from the early studies of the Egyptians to the formulation of philosophical concepts of cosmology. Sections III and IV describes the dynamic and theoretical aspects of astrophysics. These sections consider research studies on stellar dynamics, atmospheres, and magnetic fields, as well as the formation of condensation in a gaseous nebula. Part V is devoted o the developments in telescope optics and mirrors, spectrographs, electronic calculating machines, and photometers, while Section VI examines the field of radio astronomy. Part VII looks into solar physics related studies, including the structure and movements of sunspots, eclipse observation, and spectroscopic investigations of the solar corona. This book is of great value to astronomers, astrophysicists, solar physicists, and researchers in the allied fields.

    • Dynamics of the Earth's Evolution

      • 1st Edition
      • January 21, 2016
      • Roman Teisseyre + 2 more
      • English
      • eBook
        9 7 8 1 4 8 3 2 9 1 5 9 8
      This sixth volume in the monograph series Physics and Evolution of the Earth's Interior presents the problems of the mature evolution of the Earth's interior. It provides comprehensive coverage of the present state of the mantle convection theory. The relations between paleomagnetism, plate tectonics and mantle convection theory are discussed. A more general view of the evolution based on the thermodynamics of irreversible processes is also given. This book will interest geophysicists, geologists, geodesists and planetologists.

    • Interacting Binary Stars

      • 1st Edition
      • November 24, 2015
      • Jorge Sahade + 1 more
      • D. Ter Haar
      • English
      • Hardback
        9 7 8 0 0 8 0 2 1 6 5 6 0
      • Paperback
        9 7 8 1 4 8 3 1 2 5 3 7 4
      • eBook
        9 7 8 1 4 8 3 1 5 7 7 9 5
      Interacting Binary Stars deals with the development, ideas, and problems in the study of interacting binary stars. The book consolidates the information that is scattered over many publications and papers and gives an account of important discoveries with relevant historical background. Chapters are devoted to the presentation and discussion of the different facets of the field, such as historical account of the development in the field of study of binary stars; the Roche equipotential surfaces; methods and techniques in space astronomy; and enumeration of binary star systems that are studied meticulously by scientists. Astronomers, astrophysicists, physicists, researchers, and students in related fields will find the book interesting.

    • Tensors, Relativity, and Cosmology

      • 2nd Edition
      • June 29, 2015
      • Mirjana Dalarsson + 1 more
      • English
      • Paperback
        9 7 8 0 1 2 8 0 3 3 9 7 5
      • eBook
        9 7 8 0 1 2 8 0 3 4 0 1 9
      Tensors, Relativity, and Cosmology, Second Edition, combines relativity, astrophysics, and cosmology in a single volume, providing a simplified introduction to each subject that is followed by detailed mathematical derivations. The book includes a section on general relativity that gives the case for a curved space-time, presents the mathematical background (tensor calculus, Riemannian geometry), discusses the Einstein equation and its solutions (including black holes and Penrose processes), and considers the energy-momentum tensor for various solutions. In addition, a section on relativistic astrophysics discusses stellar contraction and collapse, neutron stars and their equations of state, black holes, and accretion onto collapsed objects, with a final section on cosmology discussing cosmological models, observational tests, and scenarios for the early universe. This fully revised and updated second edition includes new material on relativistic effects, such as the behavior of clocks and measuring rods in motion, relativistic addition of velocities, and the twin paradox, as well as new material on gravitational waves, amongst other topics.

    • Advances in Astronomy and Astrophysics

      • 1st Edition
      • Volume 1
      • October 22, 2013
      • Zdeněk Kopal
      • English
      • Paperback
        9 7 8 1 4 8 3 2 1 0 7 9 7
      • Hardback
        9 7 8 1 4 8 3 1 9 9 1 9 1
      • eBook
        9 7 8 1 4 8 3 2 2 4 2 2 0
      Advances in Astronomy and Astrophysics, Volume 1 brings together numerous research works on different aspects of astronomy and astrophysics. This book is divided into five chapters and begins with an observational summary of the shock-wave theory of novae. The subsequent chapter provides the properties and problems of T tauri stars and related objects. These topics are followed by discussions on the structure and origin of meteorites and cosmic dust, as well as the models for evaluation of mass distribution in oblate stellar systems. The final chapter describes the methods of polarization measurements of starlight. This book is of value to astronomers, astrophysicists, and researchers in the allied fields.

Related subjects

Astronomy astrophysics and space science general

Cosmology large scale structure

Extragalactic astronomy

Instrumentation techniques and astronomical observations

Solar system solar physics planets and exoplanets

Space science

Stars variable stars