Climate-Resilient Grazing in the Pastures of Queensland: An Integrated Remotely Piloted Aircraft System and Satellite-Based Deep-Learning Method for Estimating Pasture Yield

Climate-Resilient Grazing in the Pastures of Queensland: An Integrated Remotely Piloted Aircraft System and Satellite-Based Deep-Learning Method for Estimating Pasture Yield

The aim of this research is to expand recent developments in the mapping of pasture yield with remotely piloted aircraft systems to that of satellite-borne imagery. To date, spatially explicit and accurate information of the pasture resource base is needed for improved climate-adapted livestock rang...

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Bibliographic Details
Main Authors: Jason Barnetson, Stuart Phinn, Peter Scarth
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:AgriEngineering
Subjects:
remotely piloted aircraft system
structure from motion
photogrammetry
artificial neural networks
deep-learning
Online Access:https://www.mdpi.com/2624-7402/3/3/44

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