Multi-temporal terrestrial laser scanning for modeling tree biomass change

•First study to investigate forest growth using multi-temporal terrestrial lidar data.•Estimation of tree level aboveground biomass using innovative methods.•Investigation of different conceptual approaches for estimating biomass change.•Results will benefit researchers to improve biomass change modeling with high accuracy.