In urban planning and smart city development, LiDAR offers a powerful lens into cityscapes. Municipalities utilize LiDAR data for detailed 3D modeling of buildings, roads, bridges, and other infrastructure. This facilitates efficient land use planning, transportation analysis, and disaster preparedness. With its ability to capture the vertical dimension of cities, LiDAR is especially valuable in dense urban environments where traditional methods might struggle.