The Prediction of Multistep Traffic Flow Based on AST-GCN-LSTM

Figure 7

Comparison among forecasting enhanced by different external information. The green line is the dynamic attribute prediction of the model, the red line is the static attribute prediction of the model, the blue line is the model without external attribute prediction, the pink line is the model dynamic and static attribute prediction, and the black line is the real traffic flow.