Comparison of Machine and Deep Learning Methods to Estimate Shrub Willow Biomass from UAS Imagery

Shrub willow is considered an important dedicated energy crop in temperate climates for the production of bioenergy, biofuels, and bio-based products. A methodology to rapidly and accurately estimate above-ground biomass (AGB) is essential for understanding potential biomass supply, identifying pote...

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Bibliographic Details
Main Authors: Haifa Tamiminia, Bahram Salehi, Masoud Mahdianpari, Colin M. Beier, Daniel J. Klimkowski, Timothy A. Volk
Format: Article
Language:English
Published: Taylor & Francis Group 2021-03-01
Series:Canadian Journal of Remote Sensing
Online Access:http://dx.doi.org/10.1080/07038992.2021.1926952