Land Surface Temperature Nowcasting on MODIS-derived LST (Antwerp) (test)
0.62R2 (Daytime)ConvLSTM nowcasting model
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ConvLSTM nowcasting modelLead time [min]=152026.05 | 0.62 | 0.97 | 2.32 | 1.09 | 1.75 | 0.84 | -0.19 | -0.09 | |
| ConvLSTM nowcasting modelLead time [min]=302026.05 | 0.61 | 0.97 | 2.33 | 1.09 | 1.77 | 0.86 | -0.66 | -0.07 | |
| ConvLSTM nowcasting modelLead time [min]=452026.05 | 0.61 | 0.97 | 2.37 | 1.01 | 1.82 | 0.81 | -0.4 | -0.15 | |
| ConvLSTM nowcasting modelLead time [min]=602026.05 | 0.58 | 0.97 | 2.45 | 1 | 1.9 | 0.79 | -0.5 | 0.09 | |
| ConvLSTM nowcasting modelLead time [min]=752026.05 | 0.44 | 0.96 | 2.7 | 1.22 | 2.1 | 0.99 | -0.76 | 0.08 |