The Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2) was successfully launched. Due to its small spot size, multibeam configuration, high sampling rate, strong immunity terrain slopes, it has been regarded as a powerful tool for forest resources surveying managing. However, the ICESat-2 photon cloud data contain considerable background photons, which discretely distribute in space of signa...