Landslide Displacement Prediction Based on Transfer Learning and Bi-GRU

TABLE 4

Some prediction results of different models.

The measured displacement	Predictive value of displacement
	TRA-Bi-GRU-ATT	Bi-GRU-ATT	Bi-GRU	Bi-LSTM	GRU	LSTM	SVR
7.181	7.276	7.551	7.676	7.686	7.749	7.695	7.694
6.987	7.301	7.447	7.622	7.637	7.634	7.711	7.640
7.655	7.721	7.750	7.805	7.811	7.813	7.953	7.863
8.807	8.570	8.246	8.232	8.213	8.293	8.186	8.149
10.066	9.322	8.969	8.921	8.899	8.793	8.586	8.570
10.542	9.495	9.220	9.113	9.017	9.033	8.627	8.729
4.307	5.526	6.244	6.401	6.459	6.486	7.189	6.645
3.529	4.230	5.858	6.059	6.197	6.385	6.686	6.385
3.798	4.412	6.076	6.375	6.398	6.490	6.751	6.475