The use of drones and artificial intelligence (AI) has transcended the realms of science fiction and become a practical approach to tackling some of the world’s most pressing environmental challenges. By integrating drone observations with advanced AI algorithms, we can significantly enhance our ability to predict, prevent, and respond to natural disasters and ecological changes.