Inaccurate biomass conversion and carbon estimation lead to inefficient ecological resource management, which these systems mitigate through controlled thermal breakdown and deep-learning sequestration modeling. Precise measurement of individual tree sinks reduces the financial risk of carbon credit misvaluation.