Extract shorelines from publicly available satellite imagery
https://github.com/kvos/coastsat
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ee556de2fe
NN trained to classify each pixel of the image in 4 classes ( sand, whitewater, water, other) |
7 years ago | |
|---|---|---|
| functions | 7 years ago | |
| .gitignore | 7 years ago | |
| README.md | 7 years ago | |
| py3_environment.txt | 7 years ago | |
| sds_extract.py | 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
Requirements: all the packages contained in py3_environments.txt