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Table 4 The assessment of LAI estimation model established with different input parameters by SVR

From: Remote estimation of rice LAI based on Fourier spectrum texture from UAV image

Input parameter

Type

RMSE

R2

R550nm, R670nm, R720nm,R800nm

Spectral feature

1.32

0.70**

R550nm, R670nm, R800nm

1.30

0.71**

NDRE,VARI,EVI2

1.37

0.66**

R550nm,EVI2

1.29

0.72**

FSEP- NDRE,FSEP-VARI,FSEP-EVI2

Texture feature

1.23

0.76**

FSEP– R550nm,FSEP–EVI2

1.22

0.75**

  1. ** F-test statistical significance at 0.01 probability level