Explainable identification and mapping of trees using UAV RGB image and deep learning

Abstract The identification and mapping of trees via remotely sensed data for application in forest management is an active area of research. Previously proposed methods using airborne and hyperspectral sensors can identify tree species with high accuracy but are costly and are thus unsuitable for s...

Full description

Bibliographic Details
Main Authors: Masanori Onishi, Takeshi Ise
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-79653-9