Search and download Copernicus Sentinel satellite images

An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.

Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.

The Sentinel-1 Toolbox

High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.

Sentinel-2 for Agriculture (Sen2Agri) is a software system processing high resolution satellite images for agricultural purposes funded by ESA (European Space Agency). Please register on the Sen2Agri webpage for Sen2Agri system updates and information.

Software behind the RACE dashboard by ESA and the European Commission (https://race.esa.int), the Green Transition Information Factory - GTIF (https://gtif.esa.int), as well as the Earth Observing Dashboard by NASA, ESA, and JAXA (https://eodashboard.org)

WorldWindExplorer: A 3D virtual globe geo-browser app framework based on WorldWindJS, Bootstrap and KnockoutJS. Includes 3D globe and 2D map projections, imagery, terrain, markers, plus solar and celestial data.

A software framework for small satellites based on CCSDS MO services

Extract Satellite Imagery from public constellations at scale

Web API to easily access satellite-based emission data

Spaceflight News API (SNAPI) enables developers to add the latest spaceflight news to their apps.

Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission

Download data from the Copernicus Data Space Ecosystem (CDSE)

ESA CCI Toolbox (Cate)

DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images (ESA PROBA-V challenge)

Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python

Easy SimAuto (ESA): An easy-to-use Power System Analysis Automation Environment atop PowerWorld Simulator Automation Server (SimAuto)

Wikipedia-based Explicit Semantic Analysis, as described by Gabrilovich and Markovitch

This repository contains a pipeline blending Python and R features, first to: download, preprocess, and compute Sentinel-1 SAR vegetation indices (all in Python); following for image sampling in R.