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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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Meteorites --- Planetology --- Météorites --- Planétologie --- Periodicals. --- Périodiques --- Planetary science --- Meteorites. --- Planetary science. --- U.S.A --- Periodicals --- Earth Sciences --- Physics --- Geophysics --- Meteorology --- Astronomy --- Astrophysics

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Planets and their atmospheres : origin and evolution

Planetary science. --- Planetology --- Solar system --- Planets --- Atmosphere. --- Planetary sciences --- Milky Way --- Planetology.

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Earth, Moon, and Planets: An International Journal of Solar System Science, publishes original contributions on subjects ranging from star and planet formation and the origin and evolution of the solar and extra-solar planetary systems, to asteroids, comets, meteoroids and near-Earth objects, including the terrestrial impact hazard and solar system - terrestrial relationships, and related topics. Coverage is concerned with the physical and chemical properties of the material constitution of these bodies, including chaotic behavior. The journal also publishes special issues on topics of relevance and conference proceedings, review articles on problems of current interest, and book reviews.

astronomy --- Astrophysics --- astrofysica --- Astronomy --- astrophysics --- Planetology --- Planétologie --- Periodicals. --- Périodiques --- Earth (Planet) --- Moon --- Terre --- Lune --- Periodicals --- Planetary science --- Planétologie --- Earth --- Earth Sciences --- Physics --- Extraterrestrial Geology --- Geology --- Geophysics --- Planetary science. --- Planetary sciences --- Moon. --- Satellite