From: Wheat ear counting in-field conditions: high throughput and low-cost approach using RGB images
Determination coefficient (R2), Pearson correlation (r) and mean (μ) ± standard deviation for NDVI | First measurement | Second measurement | Third measurement | Manual in situ counting |
---|---|---|---|---|
Whole dataset (288) | R2 = 0.30*** | R2 = 0.08*** | R2 = 0.05*** | R2 = 0.24*** |
r = 0.55*** | r = 0.28*** | r = 0.21*** | r = 0.49*** | |
Aranjuez Irrigated Dataset (72) | R2 = 0.05ns | R2 = 0.05ns | R2 = 0.02ns | R2 = 0.18** |
r = 0.22ns | r = -0.04ns | r = 0.14ns | r = 0.43** | |
μ = 0.78 ± 0.03 | μ = 0.71 ± 0.07 | μ = 0.29 ± 0.14 | ||
Aranjuez Rainfed Dataset (72) | R2 = 0.05ns | R2 = 0.02ns | R2 = 0.02ns | R2 = 0.53*** |
r = 0.22ns | r = 0.16ns | r = 0.14ns | r = 0.73*** | |
μ = 0.76 ± 0.02 | μ = 0.67 ± 0.04 | μ = 0.17 ± 0.11 | ||
Valladolid Irrigated Dataset (72) | R2 = 0.06* | R2 = 0.0049ns | R2 = 0.06* | R2 = 0.01ns |
r = − 0.24* | r = − 0.07ns | r = 0.25* | r = 0.07ns | |
μ = 0.73 ± 0.03 | μ = 0.67 ± 0.05 | μ = 0.45 ± 0.10 | ||
Valladolid Rainfed Dataset (72) | R2 = 0.07* | R2 = 0.05ns | R2 = 0.18*** | R2 = 0.05* |
r = 0.26* | r = 0.22ns | r = 0.43*** | r = 0.23* | |
μ = 0.66 ± 0.04 | μ = 0.41 ± 0.05 | μ = 0.18 ± 0.14 |