Labelled Sentinel-2 River Ice Imagery for Peace, Athabasca, and Hay Rivers

Modified Sentinel-2 satellite image tiles and segmentation labels for river-ice classification. The dataset includes True Colour Image tiles, near-infrared tiles, polygon labels, and a class summary CSV, developed by Nafeez Islam for automated river-ice monitoring. It covers river-ice conditions from the Peace, Athabasca, and Hay Rivers and is licensed under CC BY 4.0 Attribution.

Use Cases

• Training object detection models for river-ice classification based on nine labelled classes including ice jam and open water.
• Developing segmentation models for river-ice monitoring based on YOLO-compatible polygon labels.
• Analyzing seasonal ice conditions for flood forecasting based on satellite imagery covering multiple rivers.
• Benchmarking remote sensing algorithms for environmental emergency response based on labelled Sentinel-2 data.

Strengths

• Includes nine specific river-ice classes, such as border ice, frazil pans, and ice jams.
• Provides both True Colour Image tiles and Sentinel-2 Band 08 near-infrared tiles.
• Contains modified Copernicus Sentinel-2 data and is licensed under CC BY 4.0 Attribution.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Freshness should be verified as the last update was 2026-06-13.

Provenance

Source

Borealis Harvested Dataverse

Collection Method

Modified Copernicus Sentinel-2 satellite imagery.

Freshness

Last updated 2026-06-13 04:11:15

Geography

Peace, Athabasca, and Hay Rivers