Huang T. Big Data Analytics in Earth,Atmospheric,Ocean Sciences 2023

Textbook in PDF format

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