Cantitate/Preț
Produs
Total produse
Vezi coșul
Data-Intensive Radio Astronomy: Bringing Astrophysics to the Exabyte Era de Eleni Vardoulaki

Data-Intensive Radio Astronomy: Bringing Astrophysics to the Exabyte Era: Astrophysics and Space Science Library, cartea 472

Editat de Eleni Vardoulaki, Marta Dembska, Alexander Drabent, Matthias Hoeft
en Limba Engleză Hardback – 17 sep 2024
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
Large data management has been the topic of discussion within the astronomical community for decades. Some relevant areas explored in this volume are: ongoing technological innovations in interferometers and computing facilities; difficulties and possible solutions for the huge processing demands of radio telescope projects such as LOFAR, MeerKat, ASKAP; concepts for reliable and fast storage for archiving; and more. 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.
Citește tot Restrânge

Din seria Astrophysics and Space Science Library

  • 24% The Dynamic Sun: Proceedings of the Summerschool and Workshop held at the Solar Observatory, Kanzelhöhe, Kärnten, Austria, August 30-September 10, 1999
    Preț: 79908 lei
  • 15% The Starlight Night: The Sky in the Writings of Shakespeare, Tennyson, and Hopkins
    Preț: 63482 lei
  • 18% Exploring the History of New Zealand Astronomy: Trials, Tribulations, Telescopes and Transits
    Preț: 96387 lei
  • 18% Oscillations of Disks
    Preț: 77429 lei
  • Solar Particle Radiation Storms Forecasting and Analysis: The HESPERIA HORIZON 2020 Project and Beyond
    Preț: 35985 lei
  • First Ten Years of Hinode Solar On-Orbit Observatory
    Preț: 38970 lei
  • 20% High Energy Cosmic Rays
    Preț: 69113 lei
  • 18% Io: A New View of Jupiter’s Moon
    Preț: 99078 lei
  • An Introduction to the Study of the Moon
    Preț: 39446 lei
  • 15% Physics of the Magnetosphere: Based upon the Proceedings of the Conference Held at Boston College June 19–28, 1967
    Preț: 65149 lei
  • Kinematics, Dynamics and Structure of the Milky Way: Proceedings of a Workshop on “The Milky Way” Held in Vancouver, Canada, May 17–19, 1982
    Preț: 39014 lei
  • 18% Cataclysmic Variables and Related Objects: Proceedings of the 72nd Colloquium of the International Astronomical Union Held in Haifa, Israel, August 9–13, 1982
    Preț: 93541 lei
  • Activity in Red-Dwarf Stars: Proceedings of the 71st Colloquium of the International Astronomical Union held in Catania, Italy, August 10–13, 1982
    Preț: 40278 lei
  • 18% Astrophysical Jets: Proceedings of an International Workshop held in Torino, Italy, October 7–9, 1982
    Preț: 120045 lei
  • 18% Solar-Terrestrial Physics: Principles and Theoretical Foundations Based Upon the Proceedings of the Theory Institute Held at Boston College, August 9–26, 1982
    Preț: 180584 lei
  • Surveys of the Southern Galaxy: Proceedings of a Workshop Held at the Leiden Observatory, The Netherlands, August 4–6, 1982
    Preț: 38525 lei
  • Dynamical Trapping and Evolution in the Solar System: Proceedings of the 74th Colloquium of the International Astronomical Union Held in Gerakini, Chalkidiki, Greece, 30 August – 2 September, 1982
    Preț: 39223 lei
  • 18% Planetary Nebulae: A Study of Late Stages of Stellar Evolution
    Preț: 93450 lei
  • 18% Galactic and Extragalactic Infrared Spectroscopy: Proceedings of the XVIth ESLAB Symposium, held in Toledo, Spain, December 6–8, 1982
    Preț: 94115 lei
  • Stellar Nucleosynthesis: Proceedings of the Third Workshop of the Advanced School of Astronomy of the Ettore Majorana Centre for Scientific Culture, Erice, Italy, May 11–21, 1983
    Preț: 39036 lei
  • Polar and Magnetospheric Substorms
    Preț: 38300 lei
  • Astronomy with Schmidt-Type Telescopes: Proceedings of the 78th Colloquium of the International Astronomical Union, Asiago, Italy, August 30–September 2, 1983
    Preț: 40544 lei
  • Clusters and Groups of Galaxies: International Meeting Held in Trieste Italy, September 13–16, 1983
    Preț: 40826 lei
  • 18% Physics of Thermal Gaseous Nebulae: Physical Processes in Gaseous Nebulae
    Preț: 92846 lei
  • Cataclysmic Variables and Low-Mass X-Ray Binaries: Proceedings of the 7th North American Workshop held in Campbridge, Massachusetts, U.S.A., January 12–15, 1983
    Preț: 39638 lei
  • 18% Cool Stars with Excesses of Heavy Elements: Proceedings of the Strasbourg Observatory Colloquium Held at Strasbourg, France, July 3–6, 1984
    Preț: 93713 lei
  • Dynamics of Comets: Their Origin and Evolution: Proceedings of the 83rd Colloquium of the International Astronomical Union, Held in Rome, Italy, 11–15 June 1984
    Preț: 39564 lei
  • 18% Radio Stars: Proceedings of a Workshop on Stellar Continuum Radio Astronomy Held in Boulder, Colorado, U.S.A., 8–10 August 1984
    Preț: 120447 lei
  • 18% Mass Loss from Red Giants: Proceedings of a Conference held at the University of California at Los Angeles, U.S.A., June 20–21, 1984
    Preț: 120014 lei
  • Early History of Cosmic Ray Studies: Personal Reminiscences with Old Photographs
    Preț: 39617 lei
  • 15% Properties and Interactions of Interplanetary Dust: Proceedings of the 85th Colloquium of the International Astronomical Union, Marseille, France, July 9–12, 1984
    Preț: 64152 lei
  • 18% Meteorite Research: Proceedings of a Symposium on Meteorite Research Held in Vienna, Austria, 7–13 August 1968
    Preț: 122287 lei
  • 18% Birth and Evolution of Massive Stars and Stellar Groups: Proceedings of a Symposium held in Dwingeloo, The Netherlands, 24–26 September 1984
    Preț: 93590 lei
  • 18% Structure and Evolution of Active Galactic Nuclei: International Meeting Held in Trieste, Italy, April 10–13, 1985
    Preț: 180878 lei
  • 18% Spectral Evolution of Galaxies: Proceedings of the Fourth Workshop of the Advanced School of Astronomy of the “Ettore Majorana” Centre for Scientific Culture, Erice, Italy, March 12–22, 1985
    Preț: 120805 lei
  • 18% The Sun and the Heliosphere in Three Dimensions: Proceedings of the XIXth ESLAB Symposium, held in Les Diablerets, Switzerland, 4–6 June 1985
    Preț: 120973 lei
  • Light on Dark Matter: Proceedings of the First IRAS Conference, Held in Noordwijk, the Netherlands, 10–14 June 1985
    Preț: 40337 lei

Preț: 75374 lei

Preț vechi: 99177 lei
-24% Nou

Puncte Express: 1131
Preț estimativ în valută:
14425€ • 14984$ • 11982£

Carte tipărită la comandă

Livrare economică 29 ianuarie-04 februarie 25

 Adaugă în coș

Wish list
Gift list
Am citit!
Adaugă în listă
Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9783031584671
ISBN-10: 3031584678
Ilustrații: XXI, 489 p. 50 illus.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer International Publishing
Colecția Springer
Seria Astrophysics and Space Science Library

Locul publicării:Cham, Switzerland

Cuprins

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.

Notă biografică

Eleni Vardoulaki is an astrophysicist working as coordinator for data-intensive radio astronomy at the Thüringer Landessternwarte Tautenburg (TLS). She obtained her Bachelors in Science in Physics from the University of Ioannina, Greece, in 2002, specializing in astrophysics. She obtained her Doctor of Philosophy in Astrophysics from the University of Oxford in 2010. She has worked as postdoctoral researcher at Centro de Astrofisica da Universidade do Porto (CAUP) in Porto, Portugal, as a research fellow at the University of Crete (Greece), as a visitor researcher at the California Institute of Technology (Caltech) in Pasadena (USA), as a postdoctoral researcher at the Argelander-Institut für Astronomie (AIfA) in Bonn (Germany) and at the Max-Planck-Institut für Radioastronomie (MPIfR) in Bonn (Germany). Her expertise is on extragalactic radio sources associated with active galactic nuclei (AGN). She is interested in the physical properties of AGN, their host galaxies and relation to environment, disentangling AGN and star formation, as well as machine learning and artificial intelligence. She is a science communicator (Rogue Astrophysics, Astronomy on Tap) and TEDx speaker. 
 
Marta Dembska adopts an interdisciplinary approach, engaging in fundamental research that encompasses radio astronomy, experimental science, and laboratory experiments, complemented by a proficiency in data science. Currently, she focuses her research on topics particularly relevant for advancing scientific workflows. This includes Research Data Management, data provenance and FAIR principles for scientific data management. She graduated with honours, attaining a BSc in technical physics specialized in computers in physical measurement in 2007, followed by an MSc in computer physics in 2010, both from the University of Zielona Góra. She subsequently earned her PhD in radio astronomy in 2013 at the same university, with her dissertation receiving honours. She's been a research fellow at the German Aerospace Center (DLR) since 2014. Her scholarly interests encompass (meta)data management and data analysis, where she utilises her extensive expertise to bridge diverse interdisciplinary domains.
 
Alexander Drabent, born in 1986 in Leinefelde (Germany), obtained his doctorate at the Friedrich Schiller University in Jena (Germany), in physics on diffuse radio emission in merging galaxy clusters. Since 2012 he has been a research fellow at the Thüringer Landessterwarte in Tautenburg in Germany and has specialized in the field of radio astronomy. He works on software development and data processing for the Low Frequency Array (LOFAR), in particular the regime of calibration and data reduction pipelines.
 
Matthias Hoeft leads the radio astronomy group at the Thüringer Landessternwarte (TLS). He is in particular interested in radio galaxies, clusters of galaxies and the large-scale structure in the universe. The TLS operates one station of Low Frequency Array (LOFAR), which allows researchers to study the radio sky at very low frequencies with unprecedented resolution and sensitivity. Hoeft leads the processing of LOFAR data on supercomputers of the Forschungszentrum Jülich. Moreover, Hoeft participates in the PUNCH4NFDI consortium.
 

Textul de pe ultima copertă

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
Large data management has been the topic of discussion within the astronomical community for decades. Some relevant areas explored in this volume are: ongoing technological innovations in interferometers and computing facilities; difficulties and possible solutions for the huge processing demands of radiotelescope projects such as LOFAR, MeerKat, ASKAP; concepts for reliable and fast storage for archiving; and more. 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.

Caracteristici

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