The EarthView Dataset (EV) is a comprehensive collection of multispectral Earth imagery. The dataset is divided into four distinct subsets sourced from Satellogic , Sentinel-1 , Sentinel-2 , and NEON imagers, each providing unique data.
Satellogic high-resolution images are hosted in AWS under its Open Data Sponsorship Program. In this area, we provide all the necessary information to navigate and dowload Satellogic imagery. Data is made available following STAC format. If you are interested in downloading Sentinel-1 / Sentinel-2 or NEON images, you can access them in Hugging Face.
Satellogic images were captured between July 1, 2022, and December 30, 2022. The dataset provides Top-of-Atmosphere (TOA) reflectance values across four spectral bands (Red, Green, Blue, Near-Infrared) at a Ground Sample Distance (GSD) of 1 meter, accompanied by comprehensive metadata such as off-nadir angles, sun elevation, and other pertinent details. Users should note that due to an artifact in the region cropping process, a small number of regions present overlaps.
Each item corresponds to a unique region at one specific capture time. The metadata per item includes the folllowing information:
Per item, there are four assets:
The metadata json file contains:
And in degrees:
Satellogic imagery is located in a S3 bucket in region us-west-2 (Oregon). You can access and explore the dataset:
Or accessing it via AWS CLI:
aws s3 ls --no-sign-request s3://satellogic-earthview/data/
The data within the S3 bucket is structured following the Hive partition format:
data/
├── json/
│ ├── zone=4N/
│ │ └── region=603411_2346301/
│ │ └── date=2022-09-15/
│ │ └── 20220915_010014_SN20_4N_603411_2346301_metadata.json
├── png/
│ ├── zone=4N/
│ │ └── region=603411_2346301/
│ │ └── date=2022-09-15/
│ │ ├── 20220915_010014_SN20_4N_603411_2346301_preview.png
│ │ └── 20220915_010014_SN20_4N_603411_2346301_thumbnail.png
└── tif/
├── zone=4N/
│ └── region=603411_2346301/
│ └── date=2022-09-15/
│ ├── 20220915_010014_SN20_4N_603411_2346301_TOA.tif
│ └── 20220915_010014_SN20_4N_603411_2346301_VISUAL.tif
The STAC catalog has been divided by date, rather than zones as the original S3 data structure, to facilitate the navigation.
Credit for Sentinel-1 and Sentinel-2 data must be given to the European Space Agency (ESA). These data are part of the Copernicus program. Credit for NEON data must be given to the National Ecological Observatory Network (NEON), funded by the National Science Foundation (NSF). Credit for Satellogic data must be given to Satellogic.
Credit for building the dataset, code, benchmarks and writing the paper must be given to:
If you use this dataset for publication, we kindly ask you to attribute credit by citing our paper:
@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}}
Special thanks to Matías Graña y Gabriel Agustín García.
This work is licensed under the Creative Commons Attribution 4.0 International Public License (CC BY 4.0). License description can be found in CreativeCommons.org.
Under the following terms:
