Spatio-Temporal Metrics

Produce reliable land use and land cover maps to support the deployment and operation of public policies is a necessity, especially when environmental management and economic development are considered. To increase the accuracy of these maps, satellite image time-series have been used, as they allow the understanding of land cover dynamics through the time.

The stmetrics, is a python package that provides the extraction of state-of-the-art time-series features. These features can be used for remote sensing time-series image classification and analysis.

Installation

You can pip install it straight from git:

pip install stmetrics

For windows users:

Please before installing the package make sure that you have correctly installed the Shapely package.

Using conda do this:

conda config --add channels conda-forge
conda install shapely

Developer Documentation

See https://stmetrics.readthedocs.io/en/latest/

Collaborators

• Thales Körting
• Hugo Bendini
• Leila Fonseca
• Daiane Vaz
• Tatiana Uehara
• Michel Chaves
• Sarah Lechler