DocumentCode :
1128761
Title :
A verification method for space weather forecasting models using solar data to predict arrivals of interplanetary shocks at Earth
Author :
Smith, Zdenka K. ; Detman, Thomas R. ; Dryer, Murray ; Fry, Craig D. ; Wu, Chin-Chun ; Sun, Wei ; Deehr, Charles S.
Author_Institution :
NOAA/Space Environ. Center, Boulder, CO, USA
Volume :
32
Issue :
4
fYear :
2004
Firstpage :
1498
Lastpage :
1505
Abstract :
The ability to predict the arrival of interplanetary shocks near earth is of great interest in space weather because of their relationship to sudden impulses and geomagnetic storms. A number of models have been developed for this purpose. For models to be used in forecasting, it is important to provide verification in the operational environment using standard statistical techniques because this enables the intercomparison of different models. A verification method is described here, comparing the prediction capabilities of four models that use solar observations for input. Three of the models are based on metric Type II radio burst observations, and one uses halo/partial-halo coronal mass ejections. A method of associating solar events with interplanetary shocks is described. The predictions are compared to associated shocks observed at L1 by the Advanced Composition Explorer (ACE) spacecraft. The time period of this study is January 2002-May 2002. Although the data sample is small, the statistical intercomparison of the results of these models is presented as a demonstration of the verification method.
Keywords :
astronomy computing; astrophysical plasma; forecasting theory; magnetic storms; solar activity; solar corona; statistical analysis; ACE spacecraft; AD 2002 01 to 05; Advanced Composition Explorer spacecraft; Earth; geomagnetic storms; halo/partial-halo coronal mass ejections; interplanetary shock arrivals; metric type II radio burst observations; operational environment; solar data; solar events; solar observations; space weather forecasting models; standard statistical techniques; verification method; Earth; Electric shock; Geomagnetism; NASA; Predictive models; Space technology; Space vehicles; Storms; Sun; Weather forecasting; Space technology; space weather; verification;
fLanguage :
English
Journal_Title :
Plasma Science, IEEE Transactions on
Publisher :
ieee
ISSN :
0093-3813
Type :
jour
DOI :
10.1109/TPS.2004.832509
Filename :
1341507
Link To Document :
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