A collaborative study has developed a new method for monitoring the health of agrosilvopastoral systems using drones equipped with multispectral and thermal sensors. The method, which predicts the impact of diseases, was able to identify trees affected by the fungus Phytophthora with over 76% accuracy. This early detection allows for proactive forest management and could be crucial in conserving ecosystems.