ceos-seo / data_cube_utilities

Various algorithms and processing functions for Data Cube raster data

Home Page:http://ceos-cube.org/

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Data Cube Utilities

This repository serves as a common module for our Jupyter examples and our UI.

This includes:

  • A wrapper for the Data Cube Core API with some added functionality
  • Water detection (WOfS)
  • TSM
  • Coastline Classification
  • Coastal Change detection
  • Continuous Change Detection (CCD)
  • Spectral Unmixing (Fractional Coverage)
  • Various plotting utilities
  • Cloudfree mosaicking
  • SLIP
  • RGB display methods

This repository is set up as a submodule in our data_cube_ui and data_cube_notebooks repositories but can be used as a general utility module if desired.

Requirements

  • Full Data Cube installation with ingested data
  • imagemagick (sudo apt-get install imagemagick)
  • jupyter
  • matplotlib
  • scipy
  • sklearn
  • lcmap-pyccd=2017.08.18
  • skimage
  • seaborn
  • folium

About

Various algorithms and processing functions for Data Cube raster data

http://ceos-cube.org/

License:Apache License 2.0


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Language:JavaScript 65.9%Language:Python 32.7%Language:HTML 1.2%Language:Jupyter Notebook 0.2%