ALTERNATIVE DATA SOURCES
ESA source for Sentinel-1 (SLC and GRD) and Sentinel-2 (L1C and L2A), with global coverage.
Alaska Satellite Facility
Free source of Sentinel-1 data (SLC, GRD, ARD). available globally.
An engine for processing of petabytes of satellite data – opening the doors for machine learning.
Google Earth Engine
Sentinel-1 (ARD) and Sentinel-2 (L1C and L2A_, freely available for researchers and commercial service.
GitHub Earth Observation Code
A curated list of awesome tools, tutorials, code, helpful projects, links, and info on EO and Geospatial material.
GitHub Satellite Imagery Datasets
List of aerial and satellite imagery datasets with annotations for computer vision & deep learning.
Planetary Computer (Microsoft)
Access to higher level products S1 (GRD) and S2 (L2A), globally from 2016 onwards, hosted on cloud infrstructure.
Earth on AWS
Sentinel-1 (GRD) and Setinel-2 (L2C and L2A) are available from 2016 with global coverage – hosted on cloud infrastructure.
Google Cloud Platform
Provides access to global Sentinel-1 L1C data – hosted on cloud infrastructure.
Header Image: S2B image of Gutemala City and Antigua, Guatemala, surrounded by nearby active volcanoes Fuego and Agua, and the dormant volacano, Acatenango. False colour composite using bands SWIR – SWIR – Narrow NIR (12-11-8A). Data © ESA. Image © Satellite Applications Catapult 2018