A curated list of Awesome Spectral Indices (ASI) resources
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me google earth engine resources from awesome-asi"
Installation instructions →What's inside
Tutorials
- Aaron Zuspan | Combining wxee and eemontGoogle Earth Engine
- David Montero Loaiza | Access to Awesome Spectral Indices v0.0.3Google Earth Engine
- David Montero Loaiza | Computing Spectral Indices for MODISGoogle Earth Engine
- David Montero Loaiza | Computing Spectral Indices in Landsat 8Google Earth Engine
- David Montero Loaiza | DaskPython
- David Montero Loaiza | Earth EnginePython
Companies and Software
Blogs
- Akis Karagiannis | Spectral Reflectance Newsletter #5
- Cursos de Teledetección | Lanzamiento de una nueva versión de "Awesome Spectral Indices" para Google Earth Engine (GEE)
- geodose | How to Calculate Various Spectral Indices in Google Earth Engine Quickly
- scicrop | O uso dos índices vegetativos e do sensoriamento remoto na agricultura
Papers
- A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system researchOfficial Papers
- BUSINESS INTELLIGENCE THROUGH MACHINE LEARNING FROM SATELLITE REMOTE SENSING DATAASI Citations
- Deep Learning on Synthetic Data Enables the Automatic Identification of Deficient Forested Windbreaks in the Paraguayan ChacoASI Citations
- spectral: Awesome Spectral Indices deployed via the Google Earth Engine JavaScript APIOfficial Papers
Official Resources
- Awesome Spectral Indices
Official GitHub Repository
Google Earth Engine
- eeExtraPython
A ninja Python package that unifies the Google Earth Engine ecosystem. Provides ASI methods for
- eemontPython
A Python package that extends Google Earth Engine. ASI is available through the
- rgeeExtraR
An R package for high-level functions to process spatial and simple Earth Engine objects. ASI is available through the
- spectralJavaScript
Official ASI Google Earth Engine Module. Deploys ASI for the Code Editor.
- spyndexPython
Official ASI Python Package. Spectral Indices can be computed for Google Earth Engine objects.
Python
- eoreader
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
- openeo-python-client
Python client API for OpenEO. ASI provided as experimental feature.
Apps
- EspectroStreamlit
Official Streamlit Web App GitHub Repository
- LexCubeVisualization
Leipzig Explorer of Earth Data Cubes. Provides an interactive ASI example for a Sentinel-2 data cube.
- openEO Web EditorMiscellaneous
Web-based UI for OpenEO. A wizard provides an easy way to generate products based on ASI.
Showing a sample of 50 resources. View the full list on GitHub →