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geetools_VH
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Contains Google Earth Engine tools developed by Kiliain Voz
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kvos 925c23ce26 updated functions folder 6 years ago
functions updated functions folder 6 years ago
.gitignore updated gitignore 7 years ago
README.md update README.md 7 years ago
download_images.py Code to download and read sentinel 2 images 6 years ago
py3_environment.txt uploaded p3_environment.txt 7 years ago
read_images.py Code to download and read sentinel 2 images 6 years ago
sds_extract.py Neural Network image classification 7 years ago

README.md

This toolbox uses the Google Earth Engine Python API to explore collections of publicly available satellite imagery (Landsat, Sentinel).

It has .py routines to:

  • read and preprocess satellite images (cloud masking, contrast stretching)
  • pansharpen Landsat 8 images
  • extract shorelines with the Marching Squares algorithm
  • classify image in 4 classes (sand, whitewater, water, other) using a Neural Network classifier

Requirements: all the packages contained in py3_environments.txt