68 Open Source Earth Observation Software Projects
Free and open source earth observation code projects including engines, APIs, generators, and tools.
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)
Awesome Satellite Imagery Datasets2498 ⭐
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Landsat Sentinel Fusion13 ⭐
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.
Start Maja115 ⭐
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.
Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.
S5p Tools34 ⭐
Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission
Pytorch Psetae99 ⭐
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
Downscale Satellitelst14 ⭐
A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.
Esa Philab Iris37 ⭐
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
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.
Awesome Earthobservation Code678 ⭐
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
Geospatial Companies263 ⭐
:globe_with_meridians: List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
Dl For Satellite Image Analysis38 ⭐
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
S1 S2 Ard Code List15 ⭐
A curated list supporting the use of Sentinel-1 and Sentinel-2 analysis-ready data (ARD) in the UK
Code Gallery15 ⭐
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
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and index in a sensor-agnostic way.
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr
To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor
Stac Spec512 ⭐
SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis