Course Modules:

Module 1: Introduction to Drone Mapping and Aerial Surveying

• Basics of UAV technology and regulatory frameworks
• Flight planning, data acquisition, and safety protocols
• Applications of drones in urban development
  Exercise: Plan a drone survey mission for a city neighborhood

Module 2: Photogrammetry and Point Cloud Processing

• Image stitching, orthomosaics, and DSM/DTM generation
• 3D point cloud creation from drone imagery
• Accuracy assessment and error correction
  Exercise: Generate a point cloud and digital terrain model from sample drone data

Module 3: 3D GIS Modeling for Urban Infrastructure

• Introduction to 3D spatial data formats and tools
• Creating and editing 3D city models (buildings, roads, terrain)
• Applications in construction, zoning, and environmental analysis
  Exercise: Build a 3D infrastructure model using city data layers

Module 4: Integrating Drone Data with GIS Platforms

• Importing and visualizing drone data in GIS
• Combining drone imagery with urban spatial databases
• Use in infrastructure lifecycle monitoring
  Exercise: Overlay drone imagery on GIS base maps for infrastructure inspection

Module 5: Advanced Visualization and Urban Simulation

• Using 3D tools for scenario planning and stakeholder engagement
• Urban digital twins and VR/AR integrations
• Simulation of infrastructure performance and risks
  Workshop: Develop a 3D visualization dashboard for a proposed urban highway