Plant Phenomics / 2021 / Article / Tab 5

Research Article

The Application of UAV-Based Hyperspectral Imaging to Estimate Crop Traits in Maize Inbred Lines

Table 5

Results of TWK estimation based on different band combinations and PLS or RF regression.

BandsWavelength (nm)MethodRMSEMAE

All bands450-950PLS0.2584.5769.88
RF0.8451.9740.86

SPA454, 550, 578, 730, 762, 918, 942, 950PLS0.2485.1969.92
RF0.7559.6446.73

CARS578-718, 874-926PLS0.2783.2667.16
RF0.8548.2238.53

and indicate and , respectively.