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SeeFar V0

biodiversity climate coastal earth observation environmental geospatial global machine learning mapping natural resource satellite imagery sustainability

Deprecated

This dataset supersedes any previous Coastal Carbon satellite collections intended for multi-resolution geospatial analysis.


Description

A collection of multi-resolution satellite images from both public and commercial satellites. The dataset is specifically curated for training geospatial foundation models.

Update Frequency

Yearly

License

The SeeFar dataset includes multiple licensing terms, specific to each satellite data source:

  • Satellogic (Earthview): "Creative Commons Attribution 4.0 International (CC BY 4.0) — allows for free use, sharing, and adaptation with attribution and indication of changes."
  • WorldStrat (Airbus): "Creative Commons Attribution-NonCommercial 4.0 (CC BY-NC 4.0) — permits non-commercial use with attribution and indication of changes."
  • Sentinel: "Creative Commons Attribution-Share Alike 3.0 IGO (CC BY-SA 3.0 IGO) — requires attribution, share-alike terms, and indication of any changes."
  • USGS Landsat: "USGS Landsat License — unrestricted use with requested data source acknowledgment."

Documentation

https://coastalcarbon.ai/seefar

Managed By

Coastal Carbon

See all datasets managed by Coastal Carbon.

Contact

James Lowman

How to Cite

SeeFar V0 was accessed on DATE from https://registry.opendata.aws/seefar. Lowman, J., Zheng, K. L., Fraser, R., The, J. V. G., & Valipour, M. (2024). SeeFar: Satellite Agnostic Multi-Resolution Dataset for Geospatial Foundation Models. arXiv preprint arXiv:2406.06776.

Usage Examples

Tutorials
Publications

Resources on AWS

  • Description
    Primary SeeFar dataset containing multi-resolution satellite imagery in cloud-optimized GeoTIFF format across four spectral bands.
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::seefar-dataset
    AWS Region
    us-east-1
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://seefar-dataset/

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