Cryosphere And Remote Sensing Toolkit (CARST)

This package analyzes satellite images, particularly SAR and optical images, and monitor changes of glaciers and ice caps through time. CARST has two main scripts: elevation changes (also known as dh/dt) and feature tracking. You can also import carst with python for using its various modules.

Dependencies

Required packages:

• python >= 3.0
• scipy
• gdal
• shapely
• rasterio
• geopandas
• matplotlib
• scikit-image

Optional package:

• ISCE >= 2.0.0 (built with your python, required for feature tracking)

Installation

pip install carst

CLI

• $ dhdt.py --help
• $ featuretrack.py --help

Using CARST in Python

import carst

from carst import SingleRaster

Documentation

• doc/dhdt.rst: dh/dt documentation
• doc/featuretrack.rst: feature tracking documentation

Versions & How to cite CARST

Citing CARST software:

• Zheng, W., Durkin, W. J., Melkonian, A. K., & Pritchard, M. E. (2021, March 9). Cryosphere And Remote Sensing Toolkit (CARST) v2.0.0a1 (Version v2.0.0a1). Zenodo. http://doi.org/10.5281/zenodo.3475693

In addtional to citing this package, we also recommend that you cite one or more of these papers based on what park of CARST you use.

CARST dh/dt [v1.0 and after]:

• Zheng, W., Pritchard, M. E., Willis, M. J., Tepes, P., Gourmelen, N., Benham, T. J., & Dowdeswell, J. A. (2018). Remote Sensing of Environment Accelerating glacier mass loss on Franz Josef Land, Russian Arctic. Remote Sensing of Environment 211, 357–375. http://doi.org/10.1016/j.rse.2018.04.004

CARST feature tracking [v1.0 and after]:

• Zheng, W., Pritchard, M. E., Willis, M. J., & Stearns, L. A. (2019). The possible transition from glacial surge to ice stream on Vavilov Ice Cap. Geophysical Research Letters, 46, 13892– 13902. https://doi.org/10.1029/2019GL084948

CARST [v0.2]:

• Willis, M. J., Zheng, W., Durkin, W. J., Pritchard, M. E., Ramage, J. M., Dowdeswell, J. A., … Porter, C. C. (2018). Massive destabilization of an Arctic ice cap. Earth and Planetary Science Letters, 502, 146–155. http://doi.org/10.1016/j.epsl.2018.08.049

CARST [v0.1]:

• Melkonian, A. K., Willis, M. J., & Pritchard, M. E. (2014). Satellite-derived volume loss rates and glacier speeds for the Juneau Icefield , Alaska. Journal of Glaciology, 60(222), 743–760. https://doi.org/10.3189/2014JoG13J181

How to contribute

We welcome any suggestions/ideas; a pull request would be always appreciated.