Satellogic EarthView dataset

Overview

This repository illustrates how to explore the Satellogic EarthView dataset hosted on AWS as part of the Open Data Registry Program.

To facilitate exploration, we provide a Jupyter Notebook, satellogic-earthview_exploration.ipynb. This notebook demonstrates how to download a Parquet file containing the relative path for all items together with their zone, region, date, and geometry.

Please note that the geometries have been reprojected to EPSG:4326. As a result, their bounds may not align perfectly with the original GeoTIFF files, which are stored in a UTM CRS, such as EPSG:32610.

Requirements

In order to run the notebook you will need the following Python libraries

• Pyarrow
• Geopandas
• Folium
• Rasterio
• Pyproj

We also provide an environment.yml with the appropriate libraries to run the notebook in SageMaker Studio Lab (SMSL).

Citation

If you use our EarthView dataset in your research please consider citing:

@inproceedings{earthview2025,
                author={Velázquez, Diego and Rodríguez, Pau and Alonso, Sergio and Gonfaus, Josep M. and González, Jordi and, Richarte, Gerardo and Marín, Javier and Bengio, Yoshua and Lacoste, Alexandre},
                booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)}, 
                title={EarthView: A Large Scale Remote Sensing Dataset for Self-Supervision}, 
                year={2025}}  

License

The dataset is licensed under CC BY 4.0.

Support

For any questions or suggestions you can use the issues section or reach us at the following email addresses: [email protected] or [email protected]