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. Author manuscript; available in PMC: 2022 Sep 7.
Published in final edited form as: Agronomy (Basel). 2020 Apr 27;10(5):618. doi: 10.3390/agronomy10050618

Table 4. Mean correlation analysis between the LAI time series estimated by precalculated and per-pixel optimized kernel hyperparameters (lowest values in bold).

Crop Type Averaged Hyperparameters
Wheat Corn Barley Sunflower Rape Pea Alfalfa Beet Potato Global
Wheat 0.996 0.996 0.996 0.997 0.997 0.993 0.997 0.997 0.994 0.996
Corn 0.993 0.998 0.997 0.995 0.995 0.997 0.997 0.997 0.998 0.997
Barley 0.991 0.994 0.994 0.993 0.992 0.992 0.994 0.994 0.993 0.994
Sunflower 0.937 0.959 0.956 0.950 0.944 0.966 0.955 0.954 0.964 0.957
Rape 0.993 0.994 0.994 0.994 0.993 0.991 0.994 0.994 0.992 0.995
Pea 0.943 0.968 0.965 0.956 0.951 0.978 0.961 0.962 0.976 0.965
Alfalfa 0.968 0.978 0.977 0.973 0.971 0.979 0.976 0.976 0.978 0.977
Beet 0.992 0.995 0.995 0.994 0.993 0.993 0.995 0.995 0.994 0.995
Potato 0.976 0.993 0.991 0.984 0.981 0.997 0.988 0.989 0.996 0.991