Practical real world case studies demonstrating how OpenForest4D’s data services are used to tackle challenges in forest research, monitoring, and management.

Kaibab National Forest Wildfire Impact Study

Case study examining forest characteristics change due to wildfire across a portion of the Kaibab Plateau in northern Arizona.

• Interactive Kaibab National Forest Wildfire Impact Map
• Multi-Temporal Lidar Workflow for Forest Change Mapping
• Interpreting the data products in the Kaibab Forest Wildfire Impact Map
• Analyzing Forest Change After the 2018 Cat Fire Using Multi-Temporal Lidar Data