Determination of Wheat Heading Stage Using Convolutional Neural Networks on Multispectral UAV Imaging Data

Table 1

Fitting effect of single band information input fitting model.

Input band (nm)	Fitting model	Fitting results
		R^2	RMSEP
550	NN	0.13	0.12
	SVR	0.12	0.07
	DT	0.36	0.39
	1D CNN + DT	0.47	0.37
660	NN	0.10	0.10
	SVR	0.11	0.10
	DT	0.46	0.38
	1D CNN + DT	0.57	0.39
730	NN	0.15	0.12
	SVR	0.26	0.17
	DT	0.47	0.40
	1D CNN + DT	0.52	0.37
790	NN	0.13	0.12
	SVR	0.27	0.17
	DT	0.40	0.32
	1D CNN + DT	0.47	0.34