Solar Astronomy 2015 : Management, Search and Analysis of Solar Astronomy Big Data.
Call For Papers
With the launch of NASA’s Solar Dynamics Observatory (SDO) mission on in 2010, researchers in solar physics have indisputably entered the era of Big Data. This has led to new challenges that are likely to expand further with the launch of the Daniel K. Inouye Solar Telescope (DKIST), currently under construction in Hawaii. This telescope is expected to generate an unprecedented 3-5 petabytes of data per year.
Astronomy and Computing has therefore opened up a Topical Issue on the Management, Search and Analysis of Solar Astronomy Big Data.
The issue is open for papers on the following topics:
Foundations for Solar Astronomy Big Data Management
New Computational Models for Storage, Distribution and Processing of Solar Astronomy Data
Evaluation of Information Quality for the Solar Astronomy Data from Telescopes, as well as Derived Data Products (Meta-Data)
New Scientific Standards for Solar Information Processing and Information Quality Evaluation
System Architectures, Design and Deployment of Solar Data Archives, Portals and Services
Data Management and Stream Computing for Solar Astronomy Data in Cloud and Distributed Environments
Integration of Heterogeneous Solar Information from Multiple Data Repositories
Solar Data Retrieval, Visualization, Recognition and Data-Driven Analyses
New Computational Models for Search, Retrieval, and Analysis of Solar Astronomy Data
Scalable Algorithms and Systems for Solar Activity Recognition from Solar Big Data Repositories
Solar Astronomy Data Search Architectures, their Scalability, Efficiency, and Real-life Usefulness, Visualization Tools for Large-scale Solar Astronomy Data
Computational Modeling and Solar Data Integration
Cloud, Distributed, and Stream Data Mining for Big Velocity Solar Astronomy Data
Semantic-based Solar Data Mining for Big Variety Solar Information
Multimedia, Multi-structured, and Spatiotemporal Solar Data Mining for Big Value solar data analyses (e.g. Space Weather)
New Programming Models for Solar Data, including and beyond Hadoop and MapReduce
Computer Applications related to Solar Astronomy Big Data (Big Value in Solar Data)
Complex Solar Weather Applications in Science, Engineering, Education, Navigation, Power Grids, and telecommunication for Government, Public and Private Industry Sectors
Real-life Case Studies of Big Value Creation through Solar Data Analytics (e.g. Space Weather)
Experiences with Big Data Project Deployments in Solar Physics
Solar Astronomy Data and Knowledge Distribution in the Social Web
Submissions for this topical issue will be accepted until March 1st 2015. In order to submit your contribution, please go to www.ees.elsevier.com/ascom and select the article type SI: Big Solar Data.
Each paper will be thoroughly refereed as any other regular submission to the journal. For help with submission process, please contact the journal Editor Dr. Norman Gray (email@example.com). On all other issues related to the scope of the special issue and questions about review process, please contact one of the Guest Editors directly.
The journal and Guest Editors very much look forward receiving your contribution.
The Guest Editors
Rafal A. Angryk
Georgia State University, USA
University of Applied Sciences Northwestern Switzerland, Switzerland
Piet C. Martens
Georgia State University, USA