Vegetation Regeneration Mapping Program

About the Project

The ABMI is advancing the mapping of vegetation on human footprint features through its Vegetation Regeneration Mapping (VRM) program.

This multi-year program is designed to track and quantify forest regeneration across disturbed landscapes such as seismic lines, wellsites, pipelines, cutlines, and roads, with a particular focus on Alberta’s Oil Sands Region and in caribou range. The VRM program includes several sub-projects including:The project is based on testing a key assumption of ecosystem-based forest management (EBM) practiced by the forest industry–that the biological communities in burned (i.e., naturally disturbed) and harvested areas will eventually converge over time. The BDT project will help understand how EBM techniques affect biodiversity in Alberta’s regenerating boreal forest, and whether this convergence is occurring.

  • Caribou Habitat Tracking (CHT) Project
  • Habitat Mapping of Forest Regeneration in Alberta’s Oil Sands Region
  • Vegetation Inventory of Legacy Seismic Lines in the Richardson Caribou Range
  • Vegetation Inventory of Legacy Seismic Lines in the West Side Athabasca River Caribou Range
  • Vegetation Inventory of Legacy Seismic Lines in the Chinchaga Caribou Range
  • Enhanced Forest Inventory through Multi-Spectral LiDAR Acquisition
  • Linear Disturbances Mapping in Northern Saskatchewan using Lidar Technology
Questions? Get in touch.
Murdoch Taylor
Operations Lead, Operations Centre
Dr. Mir Mustafizur Rahman
Director, Imaging Centre

Project Collaborators
Our Approach


Leveraging high-resolution airborne lidar, aerial imagery, and artificial intelligence, the VRM program detects and measures vegetation structure, composition, and recovery trends across broad spatial scales. Airborne data and machine learning models are also used to accurately delineate and map linear disturbance features (e.g., seismic lines) across a large portion of central and northern Alberta.

photo: Branko Hricko

photo: Branko Hricko

Project Impact


By the end of 2025, the program aims to complete vegetation mapping on human footprint features across all caribou ranges in the province and approximately 45% of the Alberta Oil Sands Region. These data enable more accurate, repeatable assessments of vegetation recovery on both linear and polygonal disturbances, providing critical insights for land managers, regulators, and restoration practitioners. Ultimately, the VRM program supports science-based decision-making for reclamation planning, species at risk recovery, and cumulative effects management.

Funding and Acknowledgements

 

Alberta Environment and Protected Areas

Forest Resource Improvement Association of Alberta

Weston Family Foundation

Alberta-Pacific Forest Industries Inc.

Oil Sands Monitoring Program