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Table 5 Selected coefficients of correlation between crop traits measured in the field and remote detected canopy cover and NDVI Plant shown for different times of measurement

From: Remote, aerial phenotyping of maize traits with a mobile multi-sensor approach

Ground plant parameter

Canopy cover

 

DAS a

56

75

81

96

103

113

117

147

Plant density

29

0.67***

0.78***

0.73***

     

Plant vigour rating

47

0.77***

0.58***

0.48***

     

Leaf length

49

0.67***

0.51***

0.34**

     

Radiation interception

75

0.77***

0.74***

0.76***

     

Radiation interception

97

  

0.82***

0.75***

0.86***

   

Total plant biomass

81-97

  

0.34*

0.22 ns

0.3*

   

LAIb

81-97

  

0.32*

0.3*

0.38**

   

Radiation interception

112

    

0.6***

0.63***

0.71***

 

Stay green rating

117

    

−0.22 ns

−0.2 ns

−0.16 ns

 

Stay green rating

147

     

−0.33**

−0.12 ns

0.34**

Radiation interception

147

     

0.2 ns

0.49***

0.41**

  

NDVI Plant

      

Plant density

29

0.37***

0.52***

0.39***

     

Plant vigour rating

47

0.64***

0.55***

0.34***

     

Radiation interception

75

0.47***

0.62***

0.40***

     

SPAD

96

  

−0.45***

−0.59***

−0.55***

   

Radiation interception

97

  

0.49***

0.29*

0.50***

   

Leaf biomass

81-97

  

0.39***

0.43***

0.35***

   

Plant height

81-97

  

0.41***

0.18 ns

0.37**

   

LAI

81-97

  

0.58***

0.44***

0.58***

   

SPAD

103

    

−0.54***

−0.50***

−0.50***

 

Radiation interception

112

    

0.43***

0.27***

0.38***

 

Stay green rating

147

     

0.38**

0.36***

0.53***

  1. aDays after sowing, see Table 2 for conversion in thermal time, bLeaf area index (m2 m−2).
  2. Significance codes are: ‘***’ p-value < 0.001, ‘**’ p-value < 0.01 and ‘*’p-value < 0.05.