Table 2.

Evaluation results of RG related component models.

Spectral range	Content	Model evaluation	PCA		MNF
			Characteristic wavelength	PCA bands (1–10)	Characteristic wavelength	MNF bands (1–10)
VIS-NIR	HR	R2	0.2865	0.3028	0.4554	0.1696
	WC	Rc2	0.5979	0.6015	0.6183	0.3145
		Rv2	0.643	0.6555	0.4573	0.3151
		RMSE	0.012	0.014	0.018	0.013
		MAPE	16.6	14.9	18.5	18.7
	RSC	Rc2	0.476	0.508	0.5225	0.1773
		Rv2	0.5325	0.4896	0.4749	0.3879
		RMSE	0.015	0.016	0.016	0.017
		MAPE	16.5	16.5	17.8	17.7
SWIR	HR	R2	0.4354	0.6184	0.5626	0.5151
	WC	Rc2	0.4836	0.4206	0.5745	0.4776
		Rv2	0.404	0.3831	0.5823	0.2877
		RMSE	0.015	0.014	0.012	0.016
		MAPE	18.4	18	19.3	17.4
	RSC	Rc2	0.4884	0.5225	0.5337	0.5003
		Rv2	0.5687	0.6198	0.3213	0.28
		RMSE	0.016	0.013	0.014	0.016
		MAPE	14.7	16.2	16.3	23.9