68 Open Source Earth Observation Software Projects
Free and open source earth observation code projects including engines, APIs, generators, and tools.
Awesome Satellite Imagery Datasets 2498 ⭐
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Stac Spec 512 ⭐
SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable
Awesome Earthobservation Code 678 ⭐
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
Instancesegmentation_sentinel2 246 ⭐
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
Peps_download 80 ⭐
Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr
Start Maja 115 ⭐
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.
Start_maja 47 ⭐
To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor
Pytorch Psetae 99 ⭐
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
Unmixing 64 ⭐
Interactive tools for spectral mixture analysis of multispectral raster data in Python
Up42 Py 68 ⭐
:earth_americas: Python SDK for UP42, the geospatial marketplace and developer platform.
Actinia_core 39 ⭐
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)
Esa Philab Iris 37 ⭐
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
Satsense 15 ⭐
Satsense is a Python library for land use/cover classification using satellite imagery
Geospatial Companies 263 ⭐
:globe_with_meridians: List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
Rsgislib 49 ⭐
Remote Sensing and GIS Software Library; python module tools for processing spatial data.
Arcsi 18 ⭐
Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.
Sankee 56 ⭐
Visualize classified time series data with interactive Sankey plots in Google Earth Engine
Dl For Satellite Image Analysis 38 ⭐
This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).
S5p Tools 34 ⭐
Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission
Luftdatenpumpe 21 ⭐
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.
Eoreader 22 ⭐
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and index in a sensor-agnostic way.
S1 S2 Ard Code List 15 ⭐
A curated list supporting the use of Sentinel-1 and Sentinel-2 analysis-ready data (ARD) in the UK
Downscale Satellitelst 14 ⭐
A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.
Landsat Sentinel Fusion 13 ⭐
Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa
Code Gallery 15 ⭐
A gallery of interesting Jupyter Notebooks based on Brazil Data Cube data and technologies
Pv_pipeline 13 ⭐
PyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/document/9203258
Awesome_satellite_benchmark_datasets 13 ⭐
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
Pylandtemp 98 ⭐
Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.