/awesome-ASI

A curated list of Awesome Spectral Indices (ASI) resources

MIT LicenseMIT

Awesome Spectral Indices

A curated list of Awesome Spectral Indices (ASI) resources

Awesome

Table of Contents


Official Resources


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.
  • spyndex - Official ASI Python Package. Spectral Indices can be computed for Python objects with third party libraries (e.g., numpy, pandas, xarray, dask).

Julia

  • SpectralIndices.jl - Official ASI Julia Package. Spectral Indices can be computed for Python objects with third party libraries (e.g., DataFrames, YAXArrays).

R

  • rgeeExtra - An R package for high-level functions to process spatial and simple Earth Engine objects. ASI is available through the spectralIndices() function.

Google Earth Engine

Python

  • eeExtra - A ninja Python package that unifies the Google Earth Engine ecosystem. Provides ASI methods for eemont and rgeeExtra.
  • eemont - A Python package that extends Google Earth Engine. ASI is available through the spectralIndices() method.
  • spyndex - Official ASI Python Package. Spectral Indices can be computed for Google Earth Engine objects.

JavaScript

  • spectral - Official ASI Google Earth Engine Module. Deploys ASI for the Code Editor.

R

  • rgeeExtra - An R package for high-level functions to process spatial and simple Earth Engine objects. ASI is available through the spectralIndices() function.

Apps

Streamlit

  • Espectro - Official Streamlit Web App GitHub Repository Espectro

Visualization

  • LexCube - Leipzig Explorer of Earth Data Cubes. Provides an interactive ASI example for a Sentinel-2 data cube.

Miscellaneous

  • openEO Web Editor - Web-based UI for OpenEO. A wizard provides an easy way to generate products based on ASI.

YouTube

Google Earth Engine

Miscellaneous


Tutorials

Python

Google Earth Engine

Python

JavaScript


Podcasts


Blogs


Datasets


Companies and Software


Papers

Official Papers

ASI Citations


Attribution

The repository banner was created on top of this photo by Evie Shaffer.