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Roadmap for Reliable Ensemble Forecasting of the Sun-Earth System

Authors :
Aaron Ridley
Alexander Kosovichev
Alexei Pevtsov
Anthony Mannucci
Berkay Aydin
Cooper Downs
Dale Gary
David Pan
Edward DeLuca
Eric Christian
Farzad Kamalabadi
Frank Hill
Gabor Toth
Gelu Nita
Georgia de Nolfo
Gregory Fleishman
Jack Ireland
James McAteer
Jessica Lin
Jie Zhang
Juan Banda
Kelly Korreck
Laura Boucheron
Laurel Rachmeler
Leila Mays
Ludger Scherliess
Marc DeRosa
Marco Panesi
Marco Velli
Nagi Mansour
Noe Lugaz
Olac Fuentes
Petrus Martens
Qiang Hu
Rafal Angryk
Raluca Ilie
Mcintosh, Scott W.
Shasha Zou
Stephen White
Tim Bastian
Todd Hoeksema
Tom Berger
Valentin Petrov
Veronica Bindi
Vincent Oria
Dean Pesnell, W.
Wenda Cao
Source :
Web of Science
Publication Year :
2018
Publisher :
arXiv, 2018.

Abstract

The authors of this report met on 28-30 March 2018 at the New Jersey Institute of Technology, Newark, New Jersey, for a 3-day workshop that brought together a group of data providers, expert modelers, and computer and data scientists, in the solar discipline. Their objective was to identify challenges in the path towards building an effective framework to achieve transformative advances in the understanding and forecasting of the Sun-Earth system from the upper convection zone of the Sun to the Earth's magnetosphere. The workshop aimed to develop a research roadmap that targets the scientific challenge of coupling observations and modeling with emerging data-science research to extract knowledge from the large volumes of data (observed and simulated) while stimulating computer science with new research applications. The desire among the attendees was to promote future trans-disciplinary collaborations and identify areas of convergence across disciplines. The workshop combined a set of plenary sessions featuring invited introductory talks and workshop progress reports, interleaved with a set of breakout sessions focused on specific topics of interest. Each breakout group generated short documents, listing the challenges identified during their discussions in addition to possible ways of attacking them collectively. These documents were combined into this report-wherein a list of prioritized activities have been collated, shared and endorsed.<br />Comment: Workshop Report

Details

Database :
OpenAIRE
Journal :
Web of Science
Accession number :
edsair.doi.dedup.....9ea40bc4a101d8c3ea37e80ce0c6a185
Full Text :
https://doi.org/10.48550/arxiv.1810.08728