The importance of forest conservation in the fight against emissions from deforestation and forest degradation has led to reexamination of the deforestation and economic development relationship. For this purpose, we use the recent method of long-term growth rate developed by Stern et al. (2017) on 85 tropical developing countries over the period 1990–2010. Results show that the EKC is not significant. However, we find a beta convergence across developing countries in terms of deforestation per capita. In other words, these countries converge in terms of policies that prevent deforestation and forest degradation. This implies that, just as with growth effects, beta convergence effects are also important in explaining changes in forest cover in tropical developing countries. The convergence effect in forest cover change may be consistent with the forest transition hypothesis.