The use of machine learning methods to estimate aboveground biomass of grasslands: A review

The use of machine learning methods to estimate aboveground biomass of grasslands: A review

The study of grasslands using machine learning (ML) methods combined with proximal/remote sensing data (RS) has been steadily increasing in the last decades. Available algorithms range from a primarily academic use to more widespread practical applications intended at helping farm management. Here,...

Full description

Bibliographic Details
Main Authors: Tiago G. Morais, Ricardo F.M. Teixeira, Mario Figueiredo, Tiago Domingos
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Ecological Indicators
Subjects:
Remote sensing
Spectroscopy
Satellite
Unmanned Aerial Vehicles
Partial least squares regression
Random forests
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X21007469

Internet

http://www.sciencedirect.com/science/article/pii/S1470160X21007469

Similar Items