PREDICTING IONOSPHERE TEC WITH THE COMBINATION OF
SINGULAR SPECTRUM ANALYSIS AND ARMA MODEL
1）School of Geosciences and Info-Physics，Central South University，Changsha 410083
2）NASMG Key Laboratory of Land Environment and Disaster Monitoring，Xuzhou 221006
Abstract Based on the nonlinear and nonstationary characteristics of total electric contents time series，the combination of SSA method and ARMA model was proposed to predict TEC.In the combination，ARMA model is used to predict the data which had been decomposed and filtered by SSA method，and the predicted value of each component is overlaid.The results calculated by the combination for 2010TEC data show that the mean relative precision of TEC prediction for 5 days is 92% by the combination，and the accuracy is improved of 4%，comparing with individual ARMA method.
Lu Chenlong,Kuang Cuilin,Zhang Jinsheng et al. PREDICTING IONOSPHERE TEC WITH THE COMBINATION OF
SINGULAR SPECTRUM ANALYSIS AND ARMA MODEL[J]. jgg, 2014, 34(6): 44-49.
Lu Chenlong,Kuang Cuilin,Zhang Jinsheng et al. PREDICTING IONOSPHERE TEC WITH THE COMBINATION OF
SINGULAR SPECTRUM ANALYSIS AND ARMA MODEL[J]. jgg, 2014, 34(6): 44-49.
