Forest Change Analysis Lab

Disturbance ecology   |   Forest management   |   Data science

The Forest Change Analysis Lab (FOCAL) at the University of California, Davis works at the intersection of disturbance ecology and data science. We collect and analyze data to inform forest management in an era of climate change, drought, and large high-severity wildfires. We rely as much on large geospatial datasets as on field-based measurements of forests. We work closely with forest managers in an effort to address pressing forest management needs.

Current Research

Drone-based forest mapping

Drone-based forest mapping

Developing methods to map forests at the individual tree level using drones, photogrammetry, and computer vision

Automated understory fuel inventory

Automated understory fuel inventory

Using 360-degree ground imagery for automated understory vegetation and fuel inventory

Long-term post-fire forest recovery

Long-term post-fire forest recovery

Using aerial imagery and computer vision to quantify forest recovery 10-40 years post-fire across California

Early post-fire regeneration

Early post-fire regeneration

Understanding the early (1-2 years post-fire) drivers of conifer regeneration in high-severity burn patches

Mapping post-fire surviving trees

Mapping post-fire surviving trees

Using high-resolution satellite imagery and plot data to build tools for rapid mapping of surviving trees following fire

Post-fire conifer seed dispersal

Post-fire conifer seed dispersal

Combining drone-based tree maps and field surveys to model seed dispersal and tree regeneration across post-fire landscapes

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