We conducted a comprehensive assessment of Acacia Mangium plantation growth in Colombia using advanced drone technology. This project aimed to create a detailed forest inventory, leveraging the efficiency of drones for data acquisition and analysis compared to traditional field measurements. The drone data collected were processed and analyzed with statistical software to calculate the standing timber volume of the plantations.