68 Open Source Earth Observation Software Projects

A repository of custom scripts to be used with Sentinel Hub

Downloading MODIS data from the USGS repository

Climate Data Science and Earth Observation with Python.

Sample sample scripts and notebooks on processing satellite imagery

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

A data acquisition and manipulation toolkit for open access phenology data

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)

Geospatial Raster support for Spark DataFrames

A tutorial for Synthetic Aperture Radar Tomography

Meta-repository for the WRF-Hydro modeling ecosystem

Python tools for the AeroCom project

Search and download Landsat scenes from EarthExplorer.

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

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

Code for Earth Observation for official statistics workshops 2018

Sentinel5P_Python

Search, download, and preprocess Landsat imagery 🛰️

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

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.

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.

Examples for a blog series on Geospatial Julia using ArchGDAL

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

The STARFM fusion model for Python

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

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

Earth Observation Data Access Gateway

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

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

Python Client API for Web Time Series Service

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

The Sentinel-1 Toolbox

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

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

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

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

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

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

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

2D/3D WebGL Landsat 8 satellite image analysis

Forecasting wildfire danger using deep learning.

An LSTM to generate a crop mask for Togo

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

Satellite imagery for dummies.

Runtime for the GEO Knowledge Hub Digital Library

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

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

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

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

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

A Curated List of Python Resources for Earth Sciences

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

The Raster Foundry web application.

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

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

Tile-based geodata processing using rasterio & Fiona

Extract Satellite Imagery from public constellations at scale

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

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

Simple application for using Sentinel-2 WMS service

Google Earth Engine side projects and tutorial scripts

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

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

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

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

framework for large-scale SAR satellite data processing

Swiss Data Cube repository

Spark DataFrames for earth observation data