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Top 29 earth-observation open source projects

Awesome Satellite Imagery Datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
luftdatenpumpe
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.
actinia core
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.5879231)
wxee
A Python interface between Earth Engine and xarray for processing time series data
pytorch-psetae
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
Geospatial Python CourseV1
This is an collection of blog posts turned into a course format
Julia Geospatial
Examples for a blog series on Geospatial Julia using ArchGDAL
dfc2020 baseline
Simple Baseline for the IEEE GRSS Data Fusion Contest 2020
pylandsat
Search, download, and preprocess Landsat imagery 🛰️
torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
deck.gl-raster
deck.gl layers and WebGL modules for client-side satellite imagery analysis
arcsi
Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.
s5p-tools
Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission
1-29 of 29 earth-observation projects