Skip to main content
. 2022 Jul 5;13:938604. doi: 10.3389/fpls.2022.938604

TABLE 4.

Resistant weed classification performance summary.

Species Feature type Metrics 2DAA 4DAA 6DAA 8DAA
Barnyardgrass RGB Accuracy 0.554 0.609 0.692 0.772
WSRI 0.571 0.634 0.724 0.796
DVI 0.533 0.583 0.641 0.717
MCTI 0.526 0.559 0.619 0.693
NDVI 0.556 0.591 0.654 0.746
GNDVI 0.548 0.570 0.635 0.712
NDRE 0.551 0.587 0.655 0.737
NDVI-RE 0.564 0.597 0.657 0.759
RVI 0.559 0.584 0.681 0.755
RVI-RE 0.543 0.576 0.646 0.722
PSRI 0.527 0.566 0.624 0.709
5 BANDS 0.551 0.582 0.652 0.776
WSRI + RGB 0.602 0.665 0.761 0.811
Velvetleaf RGB Accuracy 0.529 0.596 0.753 0.905
WSRI 0.541 0.604 0.767 0.914
DVI 0.532 0.573 0.691 0.867
MCTI 0.526 0.562 0.677 0.822
NDVI 0.547 0.578 0.705 0.894
GNDVI 0.539 0.567 0.686 0.875
NDRE 0.545 0.562 0.679 0.871
NDVI-RE 0.528 0.583 0.711 0.907
RVI 0.539 0.571 0.700 0.891
RVI-RE 0.537 0.576 0.694 0.898
PSRI 0.525 0.559 0.652 0.834
5 BANDS 0.558 0.598 0.702 0.902
WSRI + RGB 0.551 0.634 0.798 0.924

DAA, days after application; WSRI, weed spectral resistance index.