68 Open Source Earth Observation Software Projects

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Satellite imagery for dummies.

SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

A repository of custom scripts to be used with Sentinel Hub

framework for large-scale SAR satellite data processing

GRASS GIS - free and open source Geographic Information System (GIS)

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

The Raster Foundry web application.

Tile-based geodata processing using rasterio & Fiona

The Sentinel-1 Toolbox

Geospatial Raster support for Spark DataFrames

Sample sample scripts and notebooks on processing satellite imagery

Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr

Climate Data Science and Earth Observation with Python.

Level-2A processor used for atmospheric correction and cloud-detection. The active repository is the one below, this one is kept to leave access to the older issues.

Downloading MODIS data from the USGS repository

Search and download Landsat scenes from EarthExplorer.

To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

A tutorial for Synthetic Aperture Radar Tomography

Interactive tools for spectral mixture analysis of multispectral raster data in Python

Simple application for using Sentinel-2 WMS service

:earth_americas: Python SDK for UP42, the geospatial marketplace and developer platform.

Actinia Core is an open source REST API for scalable, distributed, high performance processing of geographical data that uses mainly GRASS GIS for computational tasks (DOI: https://doi.org/10.5281/zenodo.5865317)

The STARFM fusion model for Python

This is an collection of blog posts turned into a course format

Search, download, and preprocess Landsat imagery 🛰️

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

Spark DataFrames for earth observation data

Examples for a blog series on Geospatial Julia using ArchGDAL

Sentinel5P_Python

Tools for fetching, processing, and tweeting images from NASA's DSCOVR spacecraft

Forecasting wildfire danger using deep learning.

Google Earth Engine side projects and tutorial scripts

Swiss Data Cube repository

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Satsense is a Python library for land use/cover classification using satellite imagery

Code for Earth Observation for official statistics workshops 2018

:globe_with_meridians: List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

2D/3D WebGL Landsat 8 satellite image analysis

Remote Sensing and GIS Software Library; python module tools for processing spatial data.

deck.gl layers and WebGL modules for client-side satellite imagery analysis

Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.

Earth Observation Data Access Gateway

A Curated List of Python Resources for Earth Sciences

A Python interface between Earth Engine and xarray for processing time series data

Visualize classified time series data with interactive Sankey plots in Google Earth Engine

This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).

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

Extract Satellite Imagery from public constellations at scale

Process live and historical data from luftdaten.info, IRCELINE and OpenAQ. Filter by station-id, sensor-id and sensor-type, apply reverse geocoding, store into timeseries and RDBMS databases, publish to MQTT, output as JSON or visualize in Grafana.

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and index in a sensor-agnostic way.

A curated list supporting the use of Sentinel-1 and Sentinel-2 analysis-ready data (ARD) in the UK

Meta-repository for the WRF-Hydro modeling ecosystem

A data acquisition and manipulation toolkit for open access phenology data

A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.

Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa

A gallery of interesting Jupyter Notebooks based on Brazil Data Cube data and technologies

PyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/document/9203258

Framework for the analysis of n-dimensional, multivariate Earth Observation data

Runtime for the GEO Knowledge Hub Digital Library

Python tools for the AeroCom project

Python Client API for Web Time Series Service

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.

An LSTM to generate a crop mask for Togo