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
Combining wxee and eemont
- David Montero Loaiza | Access to Awesome Spectral Indices v0.0.3Google Earth Engine
Access to Awesome Spectral Indices v0.0.3
- David Montero Loaiza | Computing Spectral Indices for MODISGoogle Earth Engine
Computing Spectral Indices for MODIS
- David Montero Loaiza | Computing Spectral Indices in Landsat 8Google Earth Engine
Computing Spectral Indices in Landsat 8
- David Montero Loaiza | DaskPython
Dask
- David Montero Loaiza | Earth EnginePython
Earth Engine
Companies and Software
- Agriobs | "Agriobs is an application that accesses multiple sources of imagery with dynamic presentation and reporting tools."
"Agriobs is an application that accesses multiple sources of imagery with dynamic presentation and reporting tools."
- OpenEO | "openEO develops an open API to connect R, Python, JavaScript and other clients to big Earth observation cloud back-ends in a simple and unified way-"
"openEO develops an open API to connect R, Python, JavaScript and other clients to big Earth observation cloud back-ends in a simple and unified way-"
Blogs
- Akis Karagiannis | Spectral Reflectance Newsletter #5
Spectral Reflectance Newsletter #5
- Cursos de Teledetección | Lanzamiento de una nueva versión de "Awesome Spectral Indices" para Google Earth Engine (GEE)
Lanzamiento de una nueva versión de "Awesome Spectral Indices" para Google Earth Engine (GEE) [Español]
- geodose | How to Calculate Various Spectral Indices in Google Earth Engine Quickly
How to Calculate Various Spectral Indices in Google Earth Engine Quickly
- scicrop | O uso dos índices vegetativos e do sensoriamento remoto na agricultura
O uso dos índices vegetativos e do sensoriamento remoto na agricultura [Portuguese]
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 →