Artificial neural networks on integrated multispectral and SAR data for high-performance prediction of eucalyptus biomass
Computers and Electronics in Agriculture(2020)
Abstract
•Multispectral and SAR data can be used to estimate eucalyptus aboveground biomass.•Artificial neural networks is better suited to model biomass from multivariate data.•Optical-radar image combination have improved biomass estimates.•The RMSE% and R2 were 2.87 and 0.95 and an error dispersion ranging from −8% to 4%.
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Key words
Forest biomass,Synthetic aperture radar,Multispectral images,Machine learning
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