Data-Intensive Radio Astronomy
Bringing Astrophysics to the Exabyte Era
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Beschreibung
Radio astronomy is irreversibly moving towards the exabyte era. In the advent of all-sky radio observations, efficient tools and methods to manage the large data volume generated have become imperative.
This book brings together the knowledge of several different research fields to present an overview of current state-of-the-art methods in data-intensive radio astronomy. Its approach is comprehensive and data-centric, offering a coherent look at the four distinct parts of the data lifecycle:
- Data creation, storage and archives
- Data processing
- Post-processing and data analysis
- Data access and reuse
Written by experts across astrophysics, high-energy particle physics, data science, and computer science, this volume will help researchers and advanced students better understand the current state of data-intensive radio astronomy and tackle the major problems that may arise from future instruments.
Radio astronomy is irreversibly moving towards the exabyte era. In the advent of all-sky radio observations, efficient tools and methods to manage the large data volume generated have become imperative.
This book brings together the knowledge of several different research fields to present an overview of current state-of-the-art methods in data-intensive radio astronomy. Its approach is comprehensive and data-centric, offering a coherent look at the four distinct parts of the data lifecycle:
- Data creation, storage and archives
- Data processing
- Post-processing and data analysis
- Data access and reuse
Written by experts across astrophysics, high-energy particle physics, data science, and computer science, this volume will help researchers and advanced students better understand the current state of data-intensive radio astronomy and tackle the major problems that may arise from future instruments.
A comprehensive overview of data-intensive radio astronomy Written by experts across astrophysics, high-energy particle physics, data science, and computer science Follows the data lifecycle to present a coherent flow of content
Autor*in
Eleni Vardoulaki
Themen in »Data-Intensive Radio Astronomy«
astronomy data lifecycle astronomy processing pipelines astronomy archives and storage astronomy data architecture astronomy data analysis LOFAR data ALMA data MeerKAT data ASKAP data EHT data FAST radio telescope data SKA radio telescope data