Scientific concerns regarding tropical deforestation and global climate change have prompted efforts towards quantification of forests as terrestrial carbon stores. The Arabuko Sokoke forest ecosystem within Kilifi County is faced with forest degrading pressures from natural and community livelihood related drivers. Very limited studies have been done in this regard this work seeks to project how climate change will impact on tree biomass through empirical research by using MaxEnt Model.