VNIR | SWIR | |||||||
---|---|---|---|---|---|---|---|---|
2016 | 2017 | 2018 | 2016 | 2017 | 2018 | |||
Modeling | Original data | CA (%) | 73 ± 2 | 70 ± 2 | 77 ± 2 | 73 ± 2 | 81 ± 2 | 80 ± 2 |
TPR (%) | 71 ± 2 | 73 ± 2 | 72 ± 2 | 70 ± 10 | 82 ± 5 | 74 ± 10 | ||
FPR (%) | 29 ± 2 | 32 ± 2 | 22 ± 2 | 34 ± 9 | 26 ± 4 | 20 ± 7 | ||
Annotated data | CA (%) | 92 ± 1 | 90 ± 1 | 94 ± 1 | 88 ± 1 | 95 ± 1 | 92 ± 1 | |
TPR (%) | 89 ± 1 | 90 ± 1 | 93 ± 1 | 86 ± 4 | 90 ± 1 | 100 ± 1 | ||
FPR (%) | 0 ± 1 | 11 ± 1 | 5 ± 1 | 2 ± 7 | 6 ± 1 | 5 ± 1 | ||
Application per plant | Original data | CA (%) | 81 | 73 | 88 | 74 | 84 | 95 |
TPR (%) | 79 | 76 | 86 | 63 | 80 | 86 | ||
FPR (%) | 19 | 27 | 12 | 23 | 16 | 5 | ||
Annotated data | CA (%) | 78 | 75 | 91 | 79 | 91 | 90 | |
TPR (%) | 58 | 71 | 71 | 60 | 60 | 71 | ||
FPR (%) | 17 | 25 | 72 | 21 | 8 | 8 |