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Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics

by Petr Skoda
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Current price ₹6,956.00
Original price ₹11,592.00
Original price ₹11,592.00
Original price ₹11,592.00
(-40%)
₹6,956.00
Current price ₹6,956.00

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Book cover type: Paperback
  • ISBN13: 9780128191545
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Elsevier
  • Publisher Imprint: Elsevier
  • Publication Date:
  • Pages: 472
  • Original Price: USD 120.0
  • Language: English
  • Edition: N/A
  • Item Weight: 803 grams
  • BISAC Subject(s): Earth Sciences / General, Space Science / Astronomy, and Data Science / General

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.

Adam, Fathalrahman: - Fathalrahman Adam has good understanding of classical machine learning and new concepts, along with hands-on experience and published papers. He is involved in large scale applications using satellite data for earth observation, mainly multi-spectral data. He is a member of BigSkyEarth COST Action.

Skoda, Petr: - Petr Skoda has been involved in astroinformatics and has a long-term experience in using and lecturing the astronomical Virtual observatory. One of the proposers of COST BigSkyEarth Action and its MC member. BigSkyEarth is the working group behind the idea of the book and a conference about the same topic.

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