Vegetation Recovery Classification In Cold Lake Oil Sands Region

Landsat multispectral imagery from 2012 and 2013 was processed by the Government of Alberta to classify vegetation recovery into six distinct land cover types. The dataset maps changes in shrub land, grassland, agricultural areas, and forest types within a specific region of Alberta's oil sands. It was released as part of the Lower Athabasca Regional Plan's science-based monitoring objectives.

Use Cases

• Analyze vegetation recovery patterns from anthropogenic disturbance by comparing the six land cover classes (shrub land, grassland, agricultural areas, coniferous forest, broadleaf forest, mixed forest) between 2012 and 2013.
• Train computer vision models for land cover classification using the six-class schema applied to Landsat TIFF imagery.
• Assess the impact of oil and gas infrastructure on forest cover by tracking changes in the coniferous, broadleaf, and mixed forest classes.
• Monitor the effectiveness of regional land-use policies by quantifying the spatial extent of each recovery class within the defined township and range grid.

Strengths

• Classification schema provides six distinct land cover categories for detailed analysis.
• Data is derived from authoritative Landsat satellite imagery for 2012 and 2013.

Limitations

• Dataset size, row count, and spatial resolution are unspecified.
• Temporal coverage is limited to a two-year snapshot (2012-2013).
• Geographic scope is restricted to a single oil sands region in Alberta.

Provenance

Source

Government of Alberta.

Collection Method

Derived from Landsat multispectral imagery and Land Use and Land Cover (LULC) classification data.

Time Range

2012 to 2013.

Freshness

Last updated March 2026, but underlying imagery is from 2012-2013.

Geography

Cold Lake oil sands area, Alberta, Canada (Township 56 to 69, Range 1 to 11, west of the 4th Meridian).