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Operation of the US Virtual Astronomical Observatory shares some issues with modern physical observatories, e.g., intimidating data volumes and rapid technological change, and must also address unique concerns like the lack of direct…

Instrumentation and Methods for Astrophysics · Physics 2015-06-05 Thomas A. McGlynn , Robert J. Hanisch , G. Bruce Berriman , Aniruddha R. Thakar

From the moment astronomical observations are made the resulting data products begin to grow stale. Even if perfect binary copies are preserved through repeated timely migration to more robust storage media, data standards evolve and new…

Instrumentation and Methods for Astrophysics · Physics 2014-10-15 Rob Seaman

Machine Learning for aviation weather is a growing area of research for providing low-cost alternatives for traditional, expensive weather sensors; however, in the area of atmospheric visibility estimation, publicly available datasets,…

Computer Vision and Pattern Recognition · Computer Science 2025-06-27 Chad Mourning , Zhewei Wang , Justin Murray

All sciences, including astronomy, are now entering the era of information abundance. The exponentially increasing volume and complexity of modern data sets promises to transform the scientific practice, but also poses a number of common…

Astrophysics · Physics 2016-11-17 S. G. Djorgovski

Astronomy is entering a new era of discovery, coincident with the establishment of new facilities for observation and simulation that will routinely generate petabytes of data. While an increasing reliance on automated data analysis is…

Instrumentation and Methods for Astrophysics · Physics 2015-05-27 Amr Hassan , Christopher J. Fluke

Astrophysics and cosmology are rich with data. The advent of wide-area digital cameras on large aperture telescopes has led to ever more ambitious surveys of the sky. Data volumes of entire surveys a decade ago can now be acquired in a…

Instrumentation and Methods for Astrophysics · Physics 2017-04-18 Jan Kremer , Kristoffer Stensbo-Smidt , Fabian Gieseke , Kim Steenstrup Pedersen , Christian Igel

The purpose of the "TAP and the Data Models" Bird of Feathers session was to discuss the relevance of enabling TAP services to deal with IVOA standardized data models and to refine the functionalities required to implement such a…

Instrumentation and Methods for Astrophysics · Physics 2021-12-01 Laurent Michel , François Bonnarel , Mireille Louys , Dave Morris

The BIOSCAN project, led by the International Barcode of Life Consortium, seeks to study changes in biodiversity on a global scale. One component of the project is focused on studying the species interaction and dynamics of all insects. In…

Computer Vision and Pattern Recognition · Computer Science 2022-11-07 Nicholas Pellegrino , Zahra Gharaee , Paul Fieguth

This paper reports on the process of designing the UK Co-Benefits Atlas, which communicates and publicizes data for climate mitigation. Visualization atlases -- an emerging type of platform to make data about complex topics comprehensive…

Human-Computer Interaction · Computer Science 2026-04-23 Jinrui Wang , Alexis Pister , Sian Phillips , Sarah Bissett , Ruaidhri Higgins-Lavery , Clare Wharmby , Andrew Sudmant , Uta Hinrichs , Benjamin Bach

Data visualizations are powerful tools for communicating patterns in quantitative data. Yet understanding any data visualization is no small feat -- succeeding requires jointly making sense of visual, numerical, and linguistic inputs…

Human-Computer Interaction · Computer Science 2025-05-26 Arnav Verma , Kushin Mukherjee , Christopher Potts , Elisa Kreiss , Judith E. Fan

Currently public ESO data sets pertinent to the CDFS/GOODS field are briefly illustrated along with an indication on how to get access to them. Future ESO plans for complementing the GOODS database with optical/IR imaging and optical…

Nowadays there is no field research which is not flooded with data. Among the sciences, Astrophysics has always been driven by the analysis of massive amounts of data. The development of new and more sophisticated observation facilities,…

Instrumentation and Methods for Astrophysics · Physics 2017-06-14 Mauro Garofalo , Alessio Botta , Giorgio Ventre

Data visualization and analytics are nowadays one of the corner-stones of Data Science, turning the abundance of Big Data being produced through modern systems into actionable knowledge. Indeed, the Big Data era has realized the…

Databases · Computer Science 2023-11-21 Nikos Bikakis

Data management has always been a multi-domain problem even in the simplest cases. It involves, quality of service, security, resource management, cost management, incident identification, disaster avoidance and/or recovery, as well as many…

Recent and forthcoming advances in instrumentation, and giant new surveys, are creating astronomical data sets that are not amenable to the methods of analysis familiar to astronomers. Traditional methods are often inadequate not merely…

Instrumentation and Methods for Astrophysics · Physics 2024-01-30 Meyer Z. Pesenson , Isaac Z. Pesenson , Bruce McCollum

Four years after the last LISA meeting, the NASA Astrophysics Data System (ADS) finds itself in the middle of major changes to the infrastructure and contents of its database. In this paper we highlight a number of features of great…

The Brain Imaging Data Structure (BIDS) is a community-driven standard for the organization of data and metadata from a growing range of neuroscience modalities. This paper is meant as a history of how the standard has developed and grown…

Other Quantitative Biology · Quantitative Biology 2024-10-07 Russell A. Poldrack , Christopher J. Markiewicz , Stefan Appelhoff , Yoni K. Ashar , Tibor Auer , Sylvain Baillet , Shashank Bansal , Leandro Beltrachini , Christian G. Benar , Giacomo Bertazzoli , Suyash Bhogawar , Ross W. Blair , Marta Bortoletto , Mathieu Boudreau , Teon L. Brooks , Vince D. Calhoun , Filippo Maria Castelli , Patricia Clement , Alexander L Cohen , Julien Cohen-Adad , Sasha D'Ambrosio , Gilles de Hollander , María de la iglesia-Vayá , Alejandro de la Vega , Arnaud Delorme , Orrin Devinsky , Dejan Draschkow , Eugene Paul Duff , Elizabeth DuPre , Eric Earl , Oscar Esteban , Franklin W. Feingold , Guillaume Flandin , anthony galassi , Giuseppe Gallitto , Melanie Ganz , Rémi Gau , James Gholam , Satrajit S. Ghosh , Alessio Giacomel , Ashley G Gillman , Padraig Gleeson , Alexandre Gramfort , Samuel Guay , Giacomo Guidali , Yaroslav O. Halchenko , Daniel A. Handwerker , Nell Hardcastle , Peer Herholz , Dora Hermes , Christopher J. Honey , Robert B. Innis , Horea-Ioan Ioanas , Andrew Jahn , Agah Karakuzu , David B. Keator , Gregory Kiar , Balint Kincses , Angela R. Laird , Jonathan C. Lau , Alberto Lazari , Jon Haitz Legarreta , Adam Li , Xiangrui Li , Bradley C. Love , Hanzhang Lu , Camille Maumet , Giacomo Mazzamuto , Steven L. Meisler , Mark Mikkelsen , Henk Mutsaerts , Thomas E. Nichols , Aki Nikolaidis , Gustav Nilsonne , Guiomar Niso , Martin Norgaard , Thomas W Okell , Robert Oostenveld , Eduard Ort , Patrick J. Park , Mateusz Pawlik , Cyril R. Pernet , Franco Pestilli , Jan Petr , Christophe Phillips , Jean-Baptiste Poline , Luca Pollonini , Pradeep Reddy Raamana , Petra Ritter , Gaia Rizzo , Kay A. Robbins , Alexander P. Rockhill , Christine Rogers , Ariel Rokem , Chris Rorden , Alexandre Routier , Jose Manuel Saborit-Torres , Taylor Salo , Michael Schirner , Robert E. Smith , Tamas Spisak , Julia Sprenger , Nicole C. Swann , Martin Szinte , Sylvain Takerkart , Bertrand Thirion , Adam G. Thomas , Sajjad Torabian , Gael Varoquaux , Bradley Voytek , Julius Welzel , Martin Wilson , Tal Yarkoni , Krzysztof J. Gorgolewski

The knowledge discovery potential of the new large astronomical databases is vast. When these are used in conjunction with the rich legacy data archives, the opportunities for scientific discovery multiply rapidly. A Virtual Observatory…

Astrophysics · Physics 2007-05-23 Kirk D. Borne

Astronomical data take on a multitude of forms -- catalogs, data cubes, images, and simulations. The availability of software for rendering high-quality three-dimensional graphics lends itself to the paradigm of exploring the incredible…

Instrumentation and Methods for Astrophysics · Physics 2015-06-16 Brian R. Kent

Data visualisation is an essential ingredient of scientific analysis, discovery, and communication. Along with a human (to do the looking) and the data (something to look at), an image display device is a key component of any data…

Instrumentation and Methods for Astrophysics · Physics 2024-12-18 Christopher J. Fluke , Hugo K. Walsh , Lewis de Zoete Grundy , Brian Brady