awesome-hyperspectral
github.com/nrevyw/awesome-hyperspectral ↗Awesome projects, papers, and tools for working with hyperspectral imagery
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me software resources from awesome-hyperspectral"
Installation instructions →What's inside
Software
- AVHYASSoftware
A free & open source QGIS plugin for advanced hyperspectral image analysis
- EarthPyLibraries
A Python package that makes it easier to plot and work with spatial raster and vector data using open source tools.
- EnMAP-BoxSoftware
Python plugin for QGIS designed to process and visualize hyperspectral remote sensing data.
- Google Earth EngineSoftware
Cloud computing platform for geospatial data processing and analysis (can also process hyperspectral data!).
- hsdarLibraries
Manage, analyse, and simulate hyperspectral data.
- Hyperspectral Anomaly Detection AlgorithmsLibraries
HSI anomaly detection algorithms implemented in a wide variety of languages.
Data Sources
- AVIRISImagery
Airbone Visible/Infrared Imaging Spectrometer by NASA, in servce since the early 2000s
- ECOSTRESS Spectral LibraryHyperspectral Signatures
Library containing over 3400 natural and man made material spectra, and includes data from three other spectral libraries (Johns Hopkins, JPL, and USGS).
- EnMAPImagery
Medium-resolution (30m) hyperspectral satellite launched in 2022 by the Earth Observation Center of the German Aerospace Center
- EsperImagery
Australian space company building high-resolution hyperspectral satellites with a focus on mining.
- Orbital SidekickImagery
Persistent monitoring service with constellation of hyperspectral satellites
- PixxelImagery
Space data company building a constellation of hyperspectral satellites.
Resources
- awesome-geospatial
- awesome-hyperspectral-deep-learning
- awesome-spectral-indices
- ENVI Documentation
NV5's software is paid and closed source, however their documentation provides an excellent source of indices and tutorials for processing hyperspectral imagery.
- satellite-image-deep-learning
- Wyvern Knowledge Base
The go-to guide for all things hyperspectral! Now with sample data!
Showing a sample of 42 resources. View the full list on GitHub →