The Collaboratory for the Study of Earthquake Predictability perspective on computational earthquake science

The Collaboratory for the Study of Earthquake Predictability (CSEP) aims to advance earthquake research by rigorous testing of earthquake forecast hypotheses. As in other disciplines, such hypothesis testing requires carefully designed experiments that meet certain requirements: they should be repro...

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Bibliographic Details
Published in:Concurrency and computation 2010-08, Vol.22 (12), p.1836-1847
Main Authors: Zechar, J. Douglas, Schorlemmer, Danijel, Liukis, Maria, Yu, John, Euchner, Fabian, Maechling, Philip J., Jordan, Thomas H.
Format: Article
Language:English
Subjects:
Collaboratories
Computation
Earthquake construction
Earthquake design
earthquake predictability
Mathematical models
reproducibility
Seismic phenomena
Software development
transparency
Websites
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Summary:The Collaboratory for the Study of Earthquake Predictability (CSEP) aims to advance earthquake research by rigorous testing of earthquake forecast hypotheses. As in other disciplines, such hypothesis testing requires carefully designed experiments that meet certain requirements: they should be reproducible, fully transparent, and conducted within a controlled environment. CSEP has begun building infrastructure for conducting such rigorous earthquake forecasting experiments. Because past earthquake prediction experiments often have been controversial, CSEP testing centers—the secure, controlled computational environments within which experiments are conducted—have been designed to address particular issues related to transparency and exact reproducibility. Moreover, CSEP fosters collaboration among scientists developing earthquake forecast models, and the testing center concept allows multiple concurrent predictability experiments. In this paper, we share our perspective on computational earthquake science by presenting the design principles, organizational structure, and implementation details of CSEP testing centers. We describe ongoing forecast experiments in different testing regions and some of the implementation challenges encountered. We also describe the collaboration tools used for multinational software development and regional presentation websites. The need for common data exchange formats is discussed, as are potential avenues of future research within CSEP testing centers. Copyright © 2009 John Wiley & Sons, Ltd.
ISSN:1532-0626
1532-0634
1532-0634
DOI:10.1002/cpe.1519