Machine Learning for Planetary Science

Written By Joern Helbert
Machine Learning for Planetary Science
  • Publsiher : Elsevier
  • Release : 15 March 2021
  • ISBN : 9780128187210
  • Pages : 400 pages
  • Rating : /5 from reviews
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Download or read book entitled Machine Learning for Planetary Science by author: Joern Helbert which was release on 15 March 2021 and published by Elsevier with total page 400 pages . This book available in PDF, EPUB and Kindle Format. 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. Includes links to a code repository for sharing codes and examples, some of which include executable Jupyter notebook files that can serve as tutorials Presents methods applicable to everyday problems faced by planetary scientists and sufficient for analyzing large datasets Serves as a guide for selecting the right method and tools for applying machine learning to particular analysis problems Utilizes case studies to illustrate how machine learning methods can be employed in practice

Machine Learning for Planetary Science

Machine Learning for Planetary Science
  • Author : Joern Helbert,Mario D'Amore,Michael Aye,Hannah Kerner
  • Publisher : Elsevier
  • Release Date : 2021-03-15
  • Total pages : 400
  • ISBN : 9780128187210
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Summary : 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 ...

Machine Learning Techniques for Space Weather

Machine Learning Techniques for Space Weather
  • Author : Enrico Camporeale,Simon Wing,Jay Johnson
  • Publisher : Elsevier
  • Release Date : 2018-05-31
  • Total pages : 454
  • ISBN : 9780128187210
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Summary : 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, ...

Machine Learning and Artificial Intelligence in Geosciences

Machine Learning and Artificial Intelligence in Geosciences
  • Author : Anonim
  • Publisher : Academic Press
  • Release Date : 2020-09-25
  • Total pages : 316
  • ISBN : 9780128187210
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Summary : Advances in Geophysics, Volume 61 - Machine Learning and Artificial Intelligence in Geosciences, the latest release in this highly-respected publication in the field of geophysics, contains new chapters on a variety of topics, including a historical review on the development of machine learning, machine learning to investigate fault rupture on various ...

HUD space science veterans Appropriations for 1975

HUD space science veterans Appropriations for 1975
  • Author : United States. Congress. House. Committee on Appropriations. Subcommittee on HUD-Space-Science-Veterans
  • Publisher : Unknown
  • Release Date : 1974
  • Total pages : 212
  • ISBN : 9780128187210
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Summary : Read online HUD space science veterans Appropriations for 1975 written by United States. Congress. House. Committee on Appropriations. Subcommittee on HUD-Space-Science-Veterans, published by which was released on 1974. Download full HUD space science veterans Appropriations for 1975 Books now! Available in PDF, ePub and Kindle....

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The Sun  Interplanetary Medium  Earth s Magnetosphere and Planetary Sciences
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 233
  • ISBN : 9780128187210
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Summary : Read online The Sun Interplanetary Medium Earth s Magnetosphere and Planetary Sciences written by , published by which was released on 2008. Download full The Sun Interplanetary Medium Earth s Magnetosphere and Planetary Sciences Books now! Available in PDF, ePub and Kindle....

Lunar and Planetary Science

Lunar and Planetary Science
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 212
  • ISBN : 9780128187210
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Summary : Read online Lunar and Planetary Science written by , published by which was released on 1995. Download full Lunar and Planetary Science Books now! Available in PDF, ePub and Kindle....

Earth and Space Science Information Systems

Earth and Space Science Information Systems
  • Author : Arthur Zygielbaum
  • Publisher : A I P Press
  • Release Date : 1998
  • Total pages : 924
  • ISBN : 9780128187210
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Summary : The ISY Conference was organized to promote and enhance international scientific communication and co-operation for the collection, processing, archiving, distribution and analysis of earth and space science data. These are the proceedings of this conference....

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 212
  • ISBN : 9780128187210
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Summary : Read online Scientific and Technical Aerospace Reports written by , published by which was released on 1994. Download full Scientific and Technical Aerospace Reports Books now! Available in PDF, ePub and Kindle....

AAAI 99

AAAI 99
  • Author : American Association for Artificial Intelligence
  • Publisher : Aaai Press
  • Release Date : 1999
  • Total pages : 998
  • ISBN : 9780128187210
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Summary : The annual AAAI National Conference provides a forum for information exchange and interaction among researchers from all disciplines of AI. Contributions include theoretical, experimental, and empirical results. Topics cover principles of cognition, perception, and action; the design, application, and evaluation of AI algorithms and systems; architectures and frameworks for classes ...

Science

Science
  • Author : John Michels
  • Publisher : Unknown
  • Release Date : 2001-09
  • Total pages : 212
  • ISBN : 9780128187210
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Summary : Read online Science written by John Michels, published by which was released on 2001-09. Download full Science Books now! Available in PDF, ePub and Kindle....

Research Centers Directory

Research Centers Directory
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 212
  • ISBN : 9780128187210
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Summary : Research institutes, foundations, centers, bureaus, laboratories, experiment stations, and other similar nonprofit facilities, organizations, and activities in the United States and Canada. Entry gives identifying and descriptive information of staff and work. Institutional, research centers, and subject indexes. 5th ed., 5491 entries; 6th ed., 6268 entries....

Advances in Machine Learning and Data Mining for Astronomy

Advances in Machine Learning and Data Mining for Astronomy
  • Author : Michael J. Way,Jeffrey D. Scargle,Kamal M. Ali,Ashok N. Srivastava
  • Publisher : CRC Press
  • Release Date : 2012-03-29
  • Total pages : 744
  • ISBN : 9780128187210
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Summary : Advances in Machine Learning and Data Mining for Astronomy documents numerous successful collaborations among computer scientists, statisticians, and astronomers who illustrate the application of state-of-the-art machine learning and data mining techniques in astronomy. Due to the massive amount and complexity of data in most scientific disciplines...

Directory of Published Proceedings

Directory of Published Proceedings
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1989
  • Total pages : 212
  • ISBN : 9780128187210
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Summary : Read online Directory of Published Proceedings written by , published by which was released on 1989. Download full Directory of Published Proceedings Books now! Available in PDF, ePub and Kindle....

Annual Report

Annual Report
  • Author : Australian National University
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 9780128187210
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Summary : Read online Annual Report written by Australian National University, published by which was released on 2003. Download full Annual Report Books now! Available in PDF, ePub and Kindle....

NASA Conference Publication

NASA Conference Publication
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1988
  • Total pages : 212
  • ISBN : 9780128187210
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Summary : Read online NASA Conference Publication written by , published by which was released on 1988. Download full NASA Conference Publication Books now! Available in PDF, ePub and Kindle....