Land Surface Temperature Nowcasting on MODIS-derived LST Berlin Terra and Aqua overpasses (test)
0.89R2 (Daytime)ConvLSTM nowcasting model
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ConvLSTM nowcasting modelLead time [min]=152026.05 | 0.89 | 0.97 | 1.96 | 0.98 | 1.54 | 0.74 | -0.2 | 0.01 | |
| ConvLSTM nowcasting modelLead time [min]=302026.05 | 0.89 | 0.97 | 1.97 | 0.93 | 1.55 | 0.71 | -0.23 | 0.09 | |
| ConvLSTM nowcasting modelLead time [min]=452026.05 | 0.88 | 0.96 | 2.11 | 0.89 | 1.68 | 0.69 | -0.54 | 0.06 | |
| ConvLSTM nowcasting modelLead time [min]=602026.05 | 0.87 | 0.96 | 2.15 | 0.88 | 1.67 | 0.68 | -0.31 | 0.06 | |
| ConvLSTM nowcasting modelLead time [min]=752026.05 | 0.86 | 0.96 | 2.25 | 0.93 | 1.73 | 0.72 | -0.07 | -0.09 |