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. 2023 Aug 30;9(9):e19507. doi: 10.1016/j.heliyon.2023.e19507

Table 4.

Linear regression value (R2) and Root Mean Square Error (RMSE) of NDVI derived from Sentinel-2 and Achene yield and Biomass at differtent Sunflower crop growth stages (BBCH scale) and Day After Sowing (DAS).

Achene yield Biomass
Crop Growth Stage BBCH scale (Meier, 2001) DAS R2 RMSE R2 RMSE
Germination 8 0.02 66.7 0.01 242.6
Leaf Development 18 0.01 66.9 0.03 240.4
Inflorescence development 53 0.63 40.9 0.61 151.9
Inflorescence development 58 0.71 36.1 0.68 137.6
Flowering 63 0.73 34.5 0.72 128.3
Flowering 68 0.72 35.6 0.69 135.1
Development of fruit 78 0.69 37.1 0.68 137.5
Ripening 88 0.63 41.0 0.69 135.4
Ripening 98 0.58 43.4 0.65 143.1