Land Use Classifications from 2010 Landsat Imagery for Alberta Energy Regulation Pilot

Alberta, Canada's Play-Based Regulation pilot area is covered by this land-use and land-cover classification dataset derived from 2010 Landsat imagery. It contains 13 distinct classes, including various forest types, developed areas, water bodies, and agricultural land. The dataset was created by the Alberta Energy Regulator to serve as baseline data for assessing surface change related to energy exploration.

Use Cases

• Train a semantic segmentation model to classify satellite imagery into the 13 land cover classes, such as coniferous forest, water bodies, and developed areas.
• Analyze spatial patterns of land cover types like mixed forest, shrub land, and grassland to assess baseline environmental conditions.
• Monitor changes in land use categories like exposed land/cut blocks and transitional bare surfaces over time to evaluate surface impacts of industrial activity.
• Use the classification as a base layer for planning surface infrastructure by identifying constraints and opportunities in areas classified as developed or mixed developed.

Strengths

• Classification contains 13 distinct land cover classes for detailed analysis.
• Covers a defined geographic area spanning multiple townships and towns in Alberta.

Limitations

• Specific row count, column count, and spatial resolution are unknown.
• Data is derived from 2010 imagery, which may not reflect current land cover conditions.
• The classification's accuracy metrics and validation details are not provided.

Provenance

Source

Alberta Energy Regulator (AER), Government of Alberta.

Collection Method

Derived from 2010 Landsat multispectral satellite imagery.

Time Range

2010.

Freshness

null

Geography

Play-Based Regulation pilot area in Alberta, Canada, covering townships from Twp. 52, Rge. 7, W 5th Mer. to Twp. 70, Rge. 5, W 6th Mer., including towns like Edson and Whitecourt.