Woody vegetation cover, height and biomass at 25-m resolution across Australia derived from multiple site, airborne and satellite observations

Detailed spatial information on the presence and properties of woody vegetation serves many purposes, including carbon accounting, environmental reporting and land management. Here, we investigated whether machine learning can be used to combine multiple spatial observations and training data to est...

Full description

Bibliographic Details
Main Authors: Zhanmang Liao, Albert I.J.M. Van Dijk, Binbin He, Pablo Rozas Larraondo, Peter F. Scarth
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243420304189