STMtools

Xarray extension for Space-Time Matrix.

4
contributors

Cite this software

What STMtools can do for you

STMtools is an open-source Python toolbox to read, write, and enrich Space-Time Matrix (STM) [1], [2]. It uses utilizes Xarray’s multi-dimensional labeling feature, and Zarr's chunk storage feature, to efficiently read and write large Space-Time matrix.

It also supports STM enrichment with contextual data. The enrichment functionality is implemented with Dask. Therefore it can be performed in a paralleled style on Hyper-Performance Computation (HPC) system.

[1] https://doi.org/10.1109/IGARSS47720.2021.9553453
[2] https://doi.org/10.1109/IGARSS47720.2021.9554887

Keywords
Programming languages
  • Jupyter Notebook 72%
  • Python 28%
License
  • Apache-2.0
</>Source code

Participating organisations

Netherlands eScience Center
Delft University of Technology

Contributors

Meiert Grootes
Meiert Grootes
Pranav Chandramouli
Pranav Chandramouli

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