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Performance of deep-learning prediction models based on spatial data.
| Spatial model | Season | R2 | RMSE |
|---|---|---|---|
|
UHI intensity UHI intensity |
Summer | 0.98 | 0.08 |
| Winter | 0.99 | 0.09 | |
|
UHI-hours UHI-hours |
Summer | 0.99 | 145.52 |
| Winter | 0.99 | 170.68 |
R2, coefficient of determination; RMSE, root-mean-square error; UHI-hours, urban heat island hours; UHI intensity, urban heat island intensity.
