This cluster of papers focuses on the development and improvement of allometric models for estimating biomass and carbon stocks in tropical forests. It also addresses the challenges and uncertainties associated with forest biomass estimation, including the impact of climate change on forest site productivity and the development of height-diameter models for accurate biomass estimation.