Biomass Estimation and Uncertainty Quantification From Tree Height

We propose a tree-level biomass estimation model approximating allometric equations by LiDAR data. Since tree crown diameter estimation is challenging from spaceborne LiDAR measurements, we develop a model to correlate tree height with biomass on the individual-tree levels employing a Gaussian proce...

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Bibliographic Details
Main Authors: Qian Song, Conrad M. Albrecht, Zhitong Xiong, Xiao Xiang Zhu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10141562/