Estimating Pasture Biomass Using Sentinel-2 Imagery and Machine Learning

Estimating Pasture Biomass Using Sentinel-2 Imagery and Machine Learning

Effective dairy farm management requires the regular estimation and prediction of pasture biomass. This study explored the suitability of high spatio-temporal resolution Sentinel-2 imagery and the applicability of advanced machine learning techniques for estimating aboveground biomass at the paddock...

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Bibliographic Details
Main Authors: Yun Chen, Juan Guerschman, Yuri Shendryk, Dave Henry, Matthew Tom Harrison
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Remote Sensing
Subjects:
remote sensing
deep learning
digital agriculture
dairy farming
grazing
grassland biomass
Online Access:https://www.mdpi.com/2072-4292/13/4/603

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