The application belongs to the technical field of
seedling quality grading, and discloses a quality grading method for
Platycladus orientalis seedlings in situ based on
electrical impedance spectroscopy, which comprises the following steps: a
Platycladus orientalis
seedling in-situ
measurement device is built for non-destructive measurement of root EIS in situ; an EIS-100
system is used to measure EIS parameters; based on a GSFS-FCM
algorithm, input data are clustered, and the optimal cluster number K and the optimal cluster center coordinate matrix are output; according to the optimal cluster number K and the optimal cluster center coordinate matrix, the final membership degree is calculated and the classification is divided through the FCM
algorithm, the quality grade to which the
Platycladus orientalis
seedling belongs is output, and the whole process from
electrical impedance measurement to quality grading is completed. The above-mentioned grading method is adopted, the GSFS-FCM
algorithm can automatically determine the classification number, automatically find the cluster center, reduce the iteration number of the algorithm, has high accuracy, and breaks away from the traditional grading method which relies on morphological parameters of the aboveground part.