Diameter, height and wood density (WD) predict above ground biomass (AGB).
WD was more important than height in reducing uncertainty.
Mixed effect models accounted for the influence of site factors.
Ecoregion and WD improved the reliability of AGB estimates.
Plant family reduced uncertainty in AGB estimates.