This project enhances structural monitoring by integrating laser scanning with adaptive UAV-based trajectory planning for hostile terrains. It combines satellite/airborne point cloud data with vision-based images, overcoming blind spots and occlusions. Using Ground Control Points (GCP), it optimizes data collection, enabling high-resolution monitoring of high-rise structures in complex environments.