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"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."--

Machine learning. --- Planetary science --- Data processing.

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Focuses "on the airless, rocky bodies in the inner solar system as a host unto themselves, with a unique set of processes that require a specific set of investigative techniques. The book allows readers to understand both the basic and advanced concepts necessary to understand and employ that information. Topics covered past exploration of these surfaces, changes with time, space weathering, impact cratering, creation and evolution of regolith and soils, comparison of sample and remote sensing data, dust characterization, surface composition and thoughts for future exploration."--

Planetary science --- Solar system --- Planetary sciences --- Planetology --- Milky Way

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Earth sciences --- Planetary science --- Sciences de la terre --- Planétologie --- Earth sciences. --- Planetary science. --- Planetary sciences --- Planetology --- Geosciences --- Environmental sciences --- Physical sciences --- Planétologie

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All areas of the earth, environmental and planetary sciences.

Earth sciences --- Planetary science --- Environmental sciences --- Planetary sciences --- Planetology --- earth sciences --- environmental sciences --- planetary sciences --- geoscience --- climate --- Planetary science. --- Environmental sciences. --- Earth sciences. --- Geosciences --- Physical sciences --- Environmental science --- Science

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Physics and Chemistry of the Solar System, 2nd Edition, is a comprehensive survey of the planetary physics and physical chemistry of our own solar system. It covers current research in these areas and the planetary sciences that have benefited from both earth-based and spacecraft-based experimentation. These experiments form the basis of this encyclopedic reference, which skillfully fuses synthesis and explanation. Detailed chapters review each of the major planetary bodies as well as asteroids, comets, and other small orbitals. Astronomers, physicists, and planetary scientists

Planetology. --- Astrophysics. --- Cosmochemistry. --- Solar system. --- Astrochemistry --- Cosmic chemistry --- Space chemistry --- Astronomical physics --- Planetary sciences --- Planetology --- Chemistry --- Space sciences --- Astronomy --- Cosmic physics --- Physics --- Milky Way --- Planetary science.