We assessed different image pixel sizes and segmentation sizes for LAI estimation.
NDVI and ALOS AVNIR-2 are the best LAI predictors for the study sites.
The optimum pixel size to estimate LAI correlates with the dominant object size.
The size of the field plot correlates with the optimum pixel size to estimate LAI.
Image segmentation significantly increases the accuracy of LAI estimates.