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. 2018 Feb 24;10(2):349. doi: 10.3390/rs10020349

Table 6.

Regression coefficients of the relationships between the RGB-indices, measured at ground and aerial levels, with grain yield. These indices are defined at section Material and Methods. Level of significance (p-value): *, p < 0.05; **, p < 0.01; ***, p < 0.001. Treatments: CA, conservation agriculture; CP, conventional agriculture; LD, low density; HD, high density.

Intensity Hue Saturation Lightness a* b* u* v* GA GGA
Ground measurements Tillage
CA −0.065 0.484*** −0.317* −0.021 −0.509* −0.226 −0.544*** −0.137 0.487*** 0.507***
CP 0.503*** 0.741*** −0.478*** 0.568*** −0.742*** −0.206 −0.717*** 0.157 0.777*** 0.783***
Planting density
LD 0.342* 0.597*** −0.483*** 0.366* −0.633*** −0.350* −0.623*** −0.152 0.660*** 0.662***
HD 0.361* 0.754*** −0.509*** 0.410** −0.785*** −0.326* −0.771*** −0.100 0.767*** 0.767***
Combinations
CA * LD −0.054 0.422* −0.386 −0.032 −0.498* −0.310 −0.539** −0.213 0.511* 0.513*
CA * HD −0.054 0.580** −0.247 0.020 −0.570** −0.138 −0.585** −0.052 0.493* 0.528**
CP * LD 0.419* 0.622 −0.304 0.456* −0.596** −0.032 −0.567** 0.218 0.627** 0.636***
CP * HD 0.565** 0.827*** −0.594** 0.671*** −0.850*** −0.318 0.830*** 0.176 0.894*** 0.898***
Aerial mesurements Tillage
CA −0.393** 0.548*** −0.149 −0.363* −0.567*** −0.265 −0.554* −0.145 0.562*** 0.561***
CP −0.776*** 0.754*** −0.719*** −0.777*** −0.796*** −0.818*** −0.812*** −0.794*** 0.784*** 0.798***
Planting density
LD −0.555*** 0.614*** −0.495*** −0.565*** −0.651*** −0.606*** −0.658*** −0.617*** 0.653*** 0.664***
HD −0.627*** 0.684*** −0.440** −0.631*** −0.739*** −0.667*** −0.751*** −0.697*** 0.776*** 0.786***
Combinations
CA * LD −0.468* 0.582** −0.292 −0.444* −0.600** −0.395 −0.594** −0.296 0.578** 0.572**
CA * HD −0.360 0.519** −0.105 −0.331 −0.544** −0.262 −0.533** −0.116 0.545** 0.557**
CP * LD −0.606** 0.577** −0.649*** −0.610** −0.654*** −0.694*** −0.674*** −0.662*** −0.662** 0.633***
CP * HD −0.907*** 0.881*** −0.793*** −0.906*** −0.900*** −0.920*** −0.913*** −0.905*** 0.916*** 0.920***