Data-Intensive Radio Astronomy

Data-Intensive Radio Astronomy

Bringing Astrophysics to the Exabyte Era

Hoeft, Matthias; Vardoulaki, Eleni; Drabent, Alexander; Dembska, Marta

Springer International Publishing AG

11/2024

458

Dura

9783031584671

15 a 20 dias

Descrição não disponível.

Preface.- Introduction - Concepts and challenges of data-intensive radio astronomy.- Part 1. DATA CREATION, STORAGE AND ARCHIVES.- CHAPTER 1: From the data generation to the archive.- CHAPTER 2: Storage and archives.- CHAPTER 3: Computing infrastructure.- Part 2. DATA PROCESSING.- CHAPTER 4: Challenges of radio data processing (big radio data processing).- CHAPTER 5: Implementations for specific radio observatories.- CHAPTER 6: Co-design and software architecture.- CHAPTER 7: Lesson learned from SKA pathfinders regarding processing.- PART 3. POST-PROCESSING AND DATA ANALYSIS.- CHAPTER 8: Continuum Source extraction and identification.- CHAPTER 9: Other types of source extraction and identification.- CHAPTER 10: Using AI for radio (big) data.- CHAPTER 11: Visualisation for analysis.- PART 4. DATA ACCESS AND REUSE (accessibility, VR/VO FAIR).- CHAPTER 12: Exploitation platforms & Virtual Observatory.- CHAPTER 14: Data documentation beyond provenance: metadata, Research Data Management (RDM), FAIR.- Epilogue and future outlook.- Glossary.- Index.

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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