Sentinel-2 Cloud-Optimized GeoTIFFs
Provided by: Element 84 , part of the Amazon Sustainability Data Initiative
Provided by: Element 84 , part of the Amazon Sustainability Data Initiative
Sentinel-2 Cloud-Optimized GeoTIFFs
Provided by: Element 84 , part of the Amazon Sustainability Data Initiative
Provided by: Element 84 , part of the Amazon Sustainability Data Initiative
This product is part of the Amazon Sustainability Data Initiative and contains data sets that are publicly available for anyone to access and use. No subscription is required. Unless specifically stated in the applicable data set documentation, data sets available through the Amazon Sustainability Data Initiative are not provided and maintained by AWS.
Description
The Sentinel-2 mission is a land monitoring constellation of two satellites that provide high resolution optical imagery and provide continuity for the current SPOT and Landsat missions. The mission provides a global coverage of the Earth's land surface every 5 days, making the data of great use in ongoing studies. This dataset is the same as the Sentinel-2 dataset, except the JP2K files were converted into Cloud-Optimized GeoTIFFs (COGs). Additionally, SpatioTemporal Asset Catalog metadata has were in a JSON file alongside the data, and a STAC API called Earth-search is freely available to search the archive. This dataset contains all of the scenes in the original Sentinel-2 Public Dataset and will grow as that does. L2A data are available from April 2017 over wider Europe region and globally since December 2018.
License
Access to Sentinel data is free, full and open for the broad Regional, National, European and International user community. View Terms and Conditions .
Documentation
How to cite
Sentinel-2 Cloud-Optimized GeoTIFFs was accessed on DATE from https://registry.opendata.aws/sentinel-2-l2a-cogs .
Update frequency
New Sentinel data are added regularly, usually within few hours after they are available on Copernicus OpenHub.
Support information
Managed by: Element 84
Contact: opendata@element84.com
General AWS Data Exchange support
Resources on AWS
Description
Level 2A scenes and metadata
Resource type
S3 Bucket
Amazon Resource Name (ARN)
arn:aws:s3:::sentinel-cogsAWS Region
us-west-2AWS CLI Access (No AWS account required)
aws s3 ls --no-sign-request s3://sentinel-cogs/Description
S3 Inventory files for L1C (ORC and CSV)
Resource type
S3 Bucket
Amazon Resource Name (ARN)
arn:aws:s3:::sentinel-cogs-inventoryAWS Region
us-west-2AWS CLI Access (No AWS account required)
aws s3 ls --no-sign-request s3://sentinel-cogs-inventory/Usage examples
Tutorials
- Access satellite imagery using Python by The Carpentries
- Create a Dynamic Tiler with TiTiler by Vincent Sarago
- How to process Sentinel-2 data in a serverless Lambda on AWS? by Alvaro Huarte
- How to Work with Landsat and Sentinel-2 on AWS with Python by Martin D. Maas
- Intake-STAC with sat-search by Scott Henderson
- Monitoring Lake Mead drought using the new Amazon SageMaker geospatial capabilities by Xiong Zhou, Anirudh Viswanathan, Erran Li, Trenton Lipscomb, and Xingjian Shi
- STAC, COG, Python and QGIS by Andrew Cutts
- Transforming Geospatial Data to Cloud-Native Frameworks with Element 84 on AWS by Matt Hanson, Imtranur Rahman, Mary-Elizabeth Morin, and Ariel Walcutt
- Use Sentinel-2 data in the Open Data Cube by Alex Leith
- Using Sentinel-2 Data from the AWS Open Data Project to measure water hyacinth growth by Louise Liddell
Publications
- OpenSentinelMap: A Large-Scale Land Use Dataset using OpenStreetMap and Sentinel-2 Imagery by Noah Johnson, Wayne Treible, Daniel Crispell
- STAC and Sentinel-2 COGs (ESIP Summer Meeting 2020) by Matthew Hanson
Tools & Applications
- FilmDrop Demo by Element 84
- Fire detection Twitter bot using satellite imagery by Firewatch
- rio-tiler-pds by Vincent Sarago, et al.
- Sat-search by Matthew Hanson
- SITS - Satellite Image Time Series Analysis for Earth Observation Data Cubes by e-Sensing
- SpatioTemporal Asset Catalogs by STAC Contriubutors