The present invention discloses a method for determining the extent of
rodent-damaged Chinese pine trees based on hyperspectral and physiological and biochemical parameters. The method comprises the following steps: determining a target area for
rodent-damaged Chinese pine trees based on
rodent-damaged characteristics, partitioning the target area, and collecting Chinese pine needles in the target area; obtaining spectral reflectance data of the Chinese pine needles using a
spectroradiometer, and obtaining the
chlorophyll content and
moisture content of the Chinese pine needles;
processing the spectral reflectance data using a
convolution smoothing method and removing outliers in the
chlorophyll content and
moisture content; performing first-order derivative
processing on the smoothed spectral reflectance data using a spectral differential technique; determining a target
vegetation index and a target red edge parameter; training a
random forest model to obtain a Chinese pine damage extent
estimation model; and outputting the
chlorophyll content and
moisture content of the Chinese pine needles to be tested using the Chinese pine damage extent
estimation model to determine the extent of damage to the Chinese pine needles to be tested. The present invention can improve the accuracy of rodent-damage assessment for Chinese pine trees.