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Community-wide Validation of Geospace Model Ground Magnetic Field Perturbation Predictions to Support Model Transition to OperationsIn this paper we continue the community-wide rigorous modern space weather model validation efforts carried out within GEM, CEDAR and SHINE programs. In this particular effort, in coordination among the Community Coordinated Modeling Center (CCMC), NOAA Space Weather Prediction Center (SWPC), modelers, and science community, we focus on studying the models' capability to reproduce observed ground magnetic field fluctuations, which are closely related to geomagnetically induced current phenomenon. One of the primary motivations of the work is to support NOAA SWPC in their selection of the next numerical model that will be transitioned into operations. Six geomagnetic events and 12 geomagnetic observatories were selected for validation.While modeled and observed magnetic field time series are available for all 12 stations, the primary metrics analysis is based on six stations that were selected to represent the high-latitude and mid-latitude locations. Events-based analysis and the corresponding contingency tables were built for each event and each station. The elements in the contingency table were then used to calculate Probability of Detection (POD), Probability of False Detection (POFD) and Heidke Skill Score (HSS) for rigorous quantification of the models' performance. In this paper the summary results of the metrics analyses are reported in terms of POD, POFD and HSS. More detailed analyses can be carried out using the event by event contingency tables provided as an online appendix. An online interface built at CCMC and described in the supporting information is also available for more detailed time series analyses.
Document ID
20140013291
Acquisition Source
Goddard Space Flight Center
Document Type
Reprint (Version printed in journal)
External Source(s)
Authors
Pulkkinen, A.
(NASA Goddard Space Flight Center Greenbelt, MD, United States)
Rastaetter, L.
(NASA Goddard Space Flight Center Greenbelt, MD United States)
Kuznetsova, M.
(NASA Goddard Space Flight Center Greenbelt, MD United States)
Singer, H.
(National Oceanic and Atmospheric Administration Boulder, CO, United States)
Balch, C.
(National Oceanic and Atmospheric Administration Boulder, CO, United States)
Weimer, D.
(Virginia Polytechnic Inst. and State Univ. Blacksburg, VA, United States)
Toth, G.
(Michigan Univ. Ann Arbor, MI, United States)
Ridley, A.
(Michigan Univ. Ann Arbor, MI, United States)
Gombosi, T.
(Michigan Univ. Ann Arbor, MI, United States)
Wiltberger, M.
(National Center for Atmospheric Research Boulder, CO, United States)
Raeder, J.
(New Hampshire Univ. Durham, NH, United States)
Weigel, R.
(George Mason Univ. Fairfax, VA, United States)
Date Acquired
November 3, 2014
Publication Date
June 27, 2013
Publication Information
Publication: Space Weather
Volume: 11
Issue: 6
Subject Category
Space Sciences (General)
Report/Patent Number
GSFC-E-DAA-TN15054
Distribution Limits
Public
Copyright
Public Use Permitted.
Keywords
MAGNETIC
MODELERS
SPACE WEATHER
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