UAV Flight Height Impacts on Wheat Biomass Estimation via Machine and Deep Learning

UAV Flight Height Impacts on Wheat Biomass Estimation via Machine and Deep Learning

Optical unmanned aerial vehicle (UAV) remote sensing is widely prevalent to estimate crop aboveground biomass (AGB). Nevertheless, limited knowledge of the UAV flight height (mainly characterized by different image numbers and spatial resolutions) influences the crop AGB estimation accuracy across d...

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Bibliographic Details
Main Authors: Wanxue Zhu, Ehsan Eyshi Rezaei, Hamideh Nouri, Zhigang Sun, Jing Li, Danyang Yu, Stefan Siebert
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Agriculture
image resolution
image texture analysis
remote sensing
spectral analysis
Online Access:https://ieeexplore.ieee.org/document/10210033/

Internet

https://ieeexplore.ieee.org/document/10210033/

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