A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

Recent Releases of Sentinel-Tree-Cover

Sentinel-Tree-Cover - v1.1.0

This release includes some major updates, including:

  • Reduced data throughput requirements by using preprocessed cloud probabilities
  • Better removal of clouds and cloud shadows
  • Improved mosaicing and tiling of prediction windows
  • Improved unit test coverage
  • Type hints and docstrings for the majority of code
  • Swap float32 file structure to uint16 for reduced storage demand
  • Swap numpy array saving to hickle to reduce storage demand
  • Improve multitemporal alignment by doing a median correction between interpolated and non-interpolated regions
  • Adds example data to the large-area notebooks
  • Includes beta integration capabilities with the SEPAL platform

Biosphere - Forest Remote Sensing - Jupyter Notebook
Published by JohnMBrandt almost 5 years ago

Sentinel-Tree-Cover - v1.0.0

Source code for "A global method to identify trees inside and outside of forests with medium-resolution satellite imagery"

Biosphere - Forest Remote Sensing - Jupyter Notebook
Published by JohnMBrandt almost 5 years ago