 The proposed methodology uses drones equipped with LiDAR and hyperspectral sensors to assess mangrove biodiversity and establish a zoning management framework. It is more efficient than traditional methods, such as community field sample surveys, and can be used to develop effective conservation strategies for large-scale mangrove biodiversity mapping. This article was authored by Ichao Tian, Hu Huang, Wicheng Zhou, and others.