Table 10.

Summary of $P$, $R$ and $F1$ values for Scenario 4a – 4f (Land Surface Temperature Day, LSTD).

Sub-Scenario	Batch size	Epochs	Precision	Recall	F1-Score
4a (fixed 3 days’ lead-time)	4	25	0.588	0.754	0.661
	8		0.603	0.760	0.672
	16		0.586	0.761	0.662
	32		0.595	0.758	0.667
4b (average 3 days’ lead-time)	4	25	0.596	0.748	0.663
	8		0.618	0.754	0.679
	16		0.599	0.748	0.665
	32		0.609	0.756	0.675
4c (fixed 5 days’ lead-time)	4	25	0.615	0.746	0.674
	8		0.593	0.758	0.665
	16		0.594	0.762	0.668
	32		0.591	0.761	0.665
4d (average 5 days’ lead-time)	4	25	0.643	0.707	0.673
	8		0.621	0.754	0.681
	16		0.606	0.755	0.672
	32		0.596	0.760	0.668
4e (fixed 7 days’ lead-time)	4	25	0.600	0.753	0.668
	8		0.591	0.760	0.665
	16		0.657	0.762	0.706
	32		0.593	0.758	0.665
4f (average 7 days’ lead-time)	4	25	0.638	0.735	0.683
	8		0.721	0.744	0.732
	16		0.603	0.756	0.671
	32		0.610	0.758	0.676