A set of Jupyter notebooks that are designed to help InSAR neophytes prepare their data for modeling. As developed for the 2020 UNAVCO short course, InSAR Processing and Time-Series Analysis for Geophysical Applications: InSAR Scientific Computing Environment (ISCE), ARIA Tools, and MintPy.
full_data_downsaple_kite.ipynb is a one-stop shop for importing, cropping and downsampling ISCE-format interferograms, and can be tweaked to read any gdal-readable format, most likely. The other notebooks break the process down into steps (a bit less efficient).
Some dependencies:
- pyrocko v2020.03.13 (and associated dependencies)
- kite v1.3.0 (and associated dependencies)
- numpy
- matplotlib
- gdal