The invention discloses a method for estimating overground
biomass of a fresh songarus apetalus
plant through photography. The method comprises the steps that five-lens oblique photography equipment obtains images of the fresh songarus apetalus
plant land in the front view direction and the front, back, left and right directions; based on an improved CatBoost
algorithm and the geographic position, the
diameter at breast height, the crown breadth and the tree height of each tree, a geographic position weighted tree
growth parameter nonlinear mapping model is constructed, and the tree
growth parameter nonlinear mapping model is used for obtaining the
diameter at breast height according to different geographic positions, the tree heights and the crown breadth; acquiring an image of a to-be-estimated fresh songarus apetala
plant field in front view and front, back, left and right directions; the predicted
diameter at breast height and the corresponding tree height are obtained from the obtained image, and the above-ground
biomass of the fresh songarus apetalus plant of the image is obtained through calculation of the predicted
diameter at breast height and the corresponding tree height based on a different-speed growth equation. According to the method, the overground
biomass of the fresh songarus apetala plants can be estimated through low-cost and high-efficiency photography.