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The Top 23 Earth Observation Open Source Projects

Open source projects categorized as Earth Observation
Categories > Earth Observation
Techniques ⭐ 7,678
Techniques for deep learning with satellite & aerial imagery
most recent commit 18 days ago
Awesome Geospatial ⭐ 3,703
Long list of geospatial tools and resources
most recent commit 3 months ago
Awesome Satellite Imagery Datasets ⭐ 3,381
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
most recent commit 2 years ago
Torchgeo ⭐ 2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 4total releases 10most recent commit 3 months agopypi torchgeo} Downloads
Felicette ⭐ 1,751
Satellite imagery for dummies.
total releases 14most recent commit 2 years ago
Awesome Earthobservation Code ⭐ 936
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
most recent commit a year ago
Grass ⭐ 725
GRASS GIS - free and open-source geospatial processing engine
most recent commit 3 months ago
Stac Spec ⭐ 685
SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable
most recent commit 6 months ago
Custom Scripts ⭐ 629
A repository of custom scripts to be used with Sentinel Hub
most recent commit 3 months ago
Awesome Geospatial Companies ⭐ 576
🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
most recent commit 4 months ago
Pyrosar ⭐ 449
framework for large-scale SAR satellite data processing
total releases 32most recent commit 4 months ago
Sits ⭐ 415
Satellite image time series in R
total releases 11most recent commit 4 months ago
Dea Notebooks ⭐ 399
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray
total releases 99most recent commit 3 months ago
Datasets ⭐ 367
Datasets for deep learning with satellite & aerial imagery
most recent commit 4 months ago
Instancesegmentation_sentinel2 ⭐ 300
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
most recent commit a year ago
Eomaps ⭐ 286
A library to create interactive maps of geographical datasets
total releases 74most recent commit 3 months ago
Eodag ⭐ 278
Earth Observation Data Access Gateway
dependent packages 3total releases 69most recent commit 3 months agopypi eodag} Downloads
Sarsen ⭐ 241
Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors
total releases 11most recent commit 3 months ago
Eoreader ⭐ 240
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
dependent packages 2total releases 66most recent commit 4 months agopypi eoreader} Downloads
Python Resources For Earth Sciences ⭐ 231
A Curated List of Python Resources for Earth Sciences
most recent commit 3 months ago
Awesome_satellite_benchmark_datasets ⭐ 231
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
most recent commit 6 months ago
Rasterframes ⭐ 226
Geospatial Raster support for Spark DataFrames
dependent packages 3total releases 16most recent commit 6 months ago
S1tbx ⭐ 216
The Sentinel-1 Toolbox
most recent commit 5 months ago
The 10 Most Depended On Earth Observation Open Source Projects
Raster Foundry ⭐ 138
The Raster Foundry web application.
dependent packages 6total releases 66latest release July 29, 2021most recent commit a year ago
Torchgeo ⭐ 2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 4total releases 10latest release November 10, 2023most recent commit 3 months agopypi torchgeo} Downloads
Geodataflow ⭐ 52
Geoprocessing framework for geographical & Earth Observation (EO) data
dependent packages 4total releases 2latest release January 24, 2023most recent commit a year agopypi geodataflow.core} Downloads
Eodag ⭐ 278
Earth Observation Data Access Gateway
dependent packages 3total releases 69latest release November 20, 2023most recent commit 3 months agopypi eodag} Downloads
Pylandsat ⭐ 28
Search, download, and preprocess Landsat imagery 🛰️
dependent packages 3total releases 5latest release March 12, 2021most recent commit 3 years agopypi pylandsat} Downloads
Openeo Python Client ⭐ 118
Python client API for OpenEO
dependent packages 3total releases 46latest release November 27, 2023most recent commit 3 months agopypi openeo} Downloads
Rasterframes ⭐ 226
Geospatial Raster support for Spark DataFrames
dependent packages 3total releases 16latest release March 31, 2021most recent commit 6 months ago
Geedim ⭐ 68
Search, composite, and download Google Earth Engine imagery.
dependent packages 2total releases 24latest release December 11, 2022most recent commit a month agopypi geedim} Downloads
Sankee ⭐ 81
Visualize classified time series data with interactive Sankey plots in Google Earth Engine
dependent packages 2total releases 13latest release December 10, 2022most recent commit 10 months agopypi sankee} Downloads
Deck.gl Raster ⭐ 61
deck.gl layers and WebGL modules for client-side satellite imagery analysis
dependent packages 2total releases 6latest release September 07, 2020most recent commit a year agonpm @kylebarron/deck.gl-raster} Downloads
The 10 Latest Releases In Earth Observation Open Source Projects
Mapchete ⭐ 183
Tile-based geodata processing using rasterio & Fiona
dependent packages 1total releases 103latest release January 15, 2024most recent commit 3 months agopypi mapchete} Downloads
Wxee ⭐ 192
A Python interface between Earth Engine and xarray for processing time series data
dependent packages 1total releases 12latest release December 21, 2023most recent commit 4 months agopypi wxee} Downloads
Eomaps ⭐ 286
A library to create interactive maps of geographical datasets
total releases 74latest release December 04, 2023most recent commit 3 months ago
Openeo Python Client ⭐ 118
Python client API for OpenEO
dependent packages 3total releases 46latest release November 27, 2023most recent commit 3 months agopypi openeo} Downloads
Eodal ⭐ 84
Earth Observation Data Analysis Library
total releases 5latest release November 24, 2023most recent commit 5 months ago
Pyrosar ⭐ 449
framework for large-scale SAR satellite data processing
total releases 32latest release November 23, 2023most recent commit 4 months ago
Up42 Py ⭐ 131
:earth_americas: Python SDK for UP42, the geospatial marketplace and developer platform.
total releases 56latest release November 22, 2023most recent commit 3 months ago
Eodag ⭐ 278
Earth Observation Data Access Gateway
dependent packages 3total releases 69latest release November 20, 2023most recent commit 3 months agopypi eodag} Downloads
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