Big Data Analytics in Earth, Atmospheric, and Ocean Sciences (Special Publications) - Hardcover

Hardcover

ISBN 10: 1119467578 ISBN 13: 9781119467571

Publisher: American Geophysical Union, 2022

Synopsis

Applying tools for data analysis to the rapidly increasing volume of data about the Earth

An ever-increasing volume of Earth data is being gathered. These data are “big” not only in size but also in their complexity, different formats, and varied scientific disciplines. As such, big data are disrupting traditional research. New methods and platforms, such as the cloud, are tackling these new challenges.

Big Data Analytics in Earth, Atmospheric, and Ocean Sciences explores new tools for the analysis and display of the rapidly increasing volume of data about the Earth.

Volume highlights include:

• An introduction to the breadth of big earth data analytics
• Architectures developed to support big earth data analytics
• Different analysis and statistical methods for big earth data
• Current applications of analytics to Earth science data
• Challenges to fully implementing big data analytics

The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.

Find out more in this Q&A with the editors.

About this title

About the Author

Thomas Huang, NASA Jet Propulsion Laboratory, USA

Tiffany C. Vance, NOAA Integrated Ocean Observing System, USA

Christopher Lynnes, NASA Goddard Space Flight Center, USA (retd.)

From the Back Cover

SPECIAL PUBLICATIONS SERIES

Big Data Analytics in Earth, Atmospheric, and Ocean Sciences

An ever-increasing volume of Earth data is being gathered. These data are “big” not only in size but also in their complexity, different formats, and varied scientific disciplines. As such, big data are disrupting traditional research. New methods and platforms, such as the cloud, are tackling these new challenges.

Big Data Analytics in Earth, Atmospheric, and Ocean Sciences explores new tools for the analysis and display of the rapidly increasing volume of data about the Earth.

Volume highlights include:

• An introduction to the breadth of big earth data analytics
• Architectures developed to support big earth data analytics
• Different analysis and statistical methods for big earth data
• Current applications of analytics to Earth science data
• Challenges to fully implementing big data analytics

The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.

Edition details

• Publisher: American Geophysical Union
• Publication date: 2022
• Language: English
• ISBN 10: 1119467578
• ISBN 13: 9781119467571
• Binding: Hardcover
• Edition number: 1
• Number of pages: 352
• Editor: Huang Thomas, Vance Tiffany C., Lynnes Christopher