Knowledge Discovery in Big Data from Astronomy and Earth Observation
  • Author : Petr Skoda
  • Release Date : 01 March 2020
  • Publisher : Unknown
  • Genre : Uncategorized
  • Pages : 400
  • ISBN 13 : 9780128191545

Knowledge Discovery in Big Data from Astronomy and Earth Observation Book Summary

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.

Knowledge Discovery in Big Data from Astronomy and Earth Observation

Knowledge Discovery in Big Data from Astronomy and Earth Observation

Author : Petr Skoda,Fathalrahman Adam
Publisher : Unknown
Genre : Uncategorized
Total View : 5540 Views
File Size : 53,8 Mb
Get Book

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 ...

Knowledge Discovery in Big Data from Astronomy and Earth Observation

Knowledge Discovery in Big Data from Astronomy and Earth Observation

Author : Petr Skoda,Fathalrahman Adam
Publisher : Elsevier
Genre : Science
Total View : 327 Views
File Size : 55,8 Mb
Get Book

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 ...

Big Data in Astronomy

Big Data in Astronomy

Author : Linghe Kong,Tian Huang,Yongxin Zhu,Shenghua Yu
Publisher : Elsevier
Genre : Science
Total View : 8208 Views
File Size : 42,6 Mb
Get Book

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 ...

Earth Observation Data Cubes

Earth Observation Data Cubes

Author : Gregory Giuliani,Gilberto Camara,Brian Killough,Stuart Minchin
Publisher : MDPI
Genre : Science
Total View : 1705 Views
File Size : 53,9 Mb
Get Book

Satellite Earth observation (EO) data have already exceeded the petabyte scale and are increasingly freely and openly available from different data providers. This poses a number of issues in terms of volume (e.g., data volumes have increased 10× in the last 5 years); velocity (e.g., Sentinel-2 is capturing a new ...

Earth Observation Open Science and Innovation

Earth Observation Open Science and Innovation

Author : Pierre-Philippe Mathieu,Christoph Aubrecht
Publisher : Springer
Genre : Science
Total View : 9468 Views
File Size : 48,6 Mb
Get Book

This book is published open access under a CC BY 4.0 license. Over the past decades, rapid developments in digital and sensing technologies, such as the Cloud, Web and Internet of Things, have dramatically changed the way we live and work. The digital transformation is revolutionizing our ability to monitor our ...

The Future of Scientific Knowledge Discovery in Open Networked Environments

The Future of Scientific Knowledge Discovery in Open Networked Environments

Author : National Research Council,Policy and Global Affairs,Board on Research Data and Information
Publisher : National Academies Press
Genre : Science
Total View : 3879 Views
File Size : 53,7 Mb
Get Book

Digital technologies and networks are now part of everyday work in the sciences, and have enhanced access to and use of scientific data, information, and literature significantly. They offer the promise of accelerating the discovery and communication of knowledge, both within the scientific community and in the broader society, as ...

Planets  Stars and Stellar Systems

Planets Stars and Stellar Systems

Author : Howard E. Bond
Publisher : Springer
Genre : Science
Total View : 5958 Views
File Size : 49,5 Mb
Get Book

This is volume 2 of Planets, Stars and Stellar Systems, a six-volume compendium of modern astronomical research, covering subjects of key interest to the main fields of contemporary astronomy. This volume on “Astronomical Techniques, Software, and Data” edited by Howard E. Bond presents accessible review chapters on Astronomical Photometry, Astronomical Spectroscopy, ...

The Trouble With Big Data

The Trouble With Big Data

Author : Jennifer Edmond,Nicola Horsley,Jörg Lehmann,Mike Priddy
Publisher : Unknown
Genre : Computers
Total View : 2187 Views
File Size : 52,6 Mb
Get Book

This book is available as open access through the Bloomsbury Open programme and is available on www.bloomsburycollections.com. It is funded by Trinity College Dublin, DARIAH-EU and the European Commission. This book explores the challenges society faces with big data, through the lens of culture rather than social, political ...