SpaceML

All

37 repositories

FireCLR-Wildfires
Public
Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥
Jupyter Notebook
•5•22•0•0•Updated Feb 16, 2026Feb 16, 2026
georeader
Public
🛰️ Process raster data in python
satellite-data geopandas rasterio
Jupyter Notebook
•
GNU Lesser General Public License v3.0
•9•24•0•4•Updated Jan 30, 2026Jan 30, 2026
karman
Public
Data Driven Thermospheric Density Modeling with Machine Learning
benchmark machine-learning space-weather space-situational-awareness karman solar-irradiance space-traffic-management thermospheric-density earth-sun-system satellite-drag
Python
•
Apache License 2.0
•2•10•0•0•Updated Jan 19, 2026Jan 19, 2026
ionopy
Public
Data Driven Ionosphere Forecasting with Time-Fusion Transformers
Jupyter Notebook
•0•1•0•1•Updated Nov 23, 2025Nov 23, 2025
InstrumentToInstrument
Public
Instrument-to-Instrument translates between image domains of different instruments.
Shell
•
GNU General Public License v3.0
•6•6•0•1•Updated Nov 15, 2025Nov 15, 2025
rs_tools
Public
Jupyter Notebook
•
Apache License 2.0
•2•10•21•1•Updated Nov 11, 2025Nov 11, 2025
plume-hunter
Public
Official code for Towards Methane Detection On Board Satellites
machine-learning deep-learning emit hyperspectral onboard methane hyperspectral-datasets orthorectification methane-detection unorthorectification
Python
•
MIT License
•0•6•2•0•Updated Oct 24, 2025Oct 24, 2025
PSP-KDM
Public
Jupyter Notebook
•0•1•0•0•Updated Oct 23, 2025Oct 23, 2025
CIPHER
Public
Jupyter Notebook
•
GNU General Public License v3.0
•0•2•0•0•Updated Oct 21, 2025Oct 21, 2025
CORONA-FIELDS
Public
Jupyter Notebook
•0•1•0•0•Updated Oct 20, 2025Oct 20, 2025
DTACSNet
Public
DTACS: Onboard atmospheric correction emulator for S2 and PhiSat
Jupyter Notebook
•
GNU General Public License v3.0
•2•15•0•0•Updated Sep 16, 2025Sep 16, 2025
SDO-FM
Public
SDO-FM: A foundation model for the Sun
Jupyter Notebook
•2•7•13•2•Updated Aug 7, 2025Aug 7, 2025
ml4floods
Public
An ecosystem of data, models and code pipelines to tackle flooding with ML🌊
Jupyter Notebook
•
GNU Lesser General Public License v3.0
•42•177•1•0•Updated Aug 5, 2025Aug 5, 2025
helionb-sdoml
Public
Heliophysics notebooks corresponding to the SDO ML Dataset
Jupyter Notebook
•
GNU General Public License v3.0
•1•11•1•1•Updated Jul 29, 2025Jul 29, 2025
STARCOP
Public
Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models :rainbow::artificial_satellite:
machine-learning emit hyperspectral methane aviris hyperspectral-datasets aviris-ng methane-detection
Jupyter Notebook
•
GNU General Public License v3.0
•14•68•1•0•Updated Jul 24, 2025Jul 24, 2025
M3LEO
Public
Jupyter Notebook
•1•26•1•0•Updated Apr 30, 2025Apr 30, 2025
floodmapper
Public
Jupyter Notebook
•
GNU General Public License v3.0
•3•7•0•0•Updated Dec 10, 2024Dec 10, 2024
helio_tools
Public
Jupyter Notebook
•
Apache License 2.0
•2•1•6•1•Updated Nov 11, 2024Nov 11, 2024
pyrocast
Public
End-to-end machine learning pipeline for the prediction of extreme and dangerous wildfires.
machine-learning wildfire-management causal-discovery wildfire-detection
Jupyter Notebook
•1•11•0•0•Updated Apr 16, 2024Apr 16, 2024
helio
Public
Python
•1•0•0•0•Updated Nov 9, 2023Nov 9, 2023
RaVAEn
Public
Official code for :rocket: Unsupervised Change Detection of Extreme Events Using ML On-Board :rocket:
Jupyter Notebook
•
GNU General Public License v3.0
•6•57•0•0•Updated Oct 2, 2023Oct 2, 2023
Self-Supervised-Learner
Public
Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.
ssl deep-learning curator self-supervised-learning
Jupyter Notebook
•27•114•5•1•Updated Jan 10, 2023Jan 10, 2023
helionb-geoeff
Public
Jupyter Notebook
•
GNU General Public License v3.0
•4•4•0•1•Updated Nov 22, 2022Nov 22, 2022
helionb-mag
Public
Heliophysics notebooks corresponding to the Mag Dataset
Jupyter Notebook
•
GNU General Public License v3.0
•0•3•0•0•Updated Nov 15, 2022Nov 15, 2022
expanding-sdo-capabilities
Public
Jupyter Notebook
•1•3•0•0•Updated Oct 24, 2022Oct 24, 2022
Active-Labeler
Public
Jupyter Notebook
•1•7•1•1•Updated Jul 31, 2022Jul 31, 2022
MISR-S2
Public
https://spaceml.org/repo/project/61c0a1b9ff8868000dfb79e1
MIT License
•0•2•0•0•Updated Jan 13, 2022Jan 13, 2022
GIBS-Downloader
Public
GIBS Downloader is a command-line tool which facilitates the downloading of NASA satellite imagery and offers different functionalities in order to prepare the …
tile gdal gibs-downloader
Jupyter Notebook
•
Apache License 2.0
•8•49•9•0•Updated Jan 4, 2022Jan 4, 2022
Image-Similarity-Search
Public
Python
•3•12•1•1•Updated Oct 11, 2021Oct 11, 2021
Worldview-Search-Chrome-Extension
Public
A Chrome Extension for doing similarity search on the WorldView website
JavaScript
•0•4•2•0•Updated Oct 9, 2021Oct 9, 2021