Interpolation of geophysical/displacement fields as described in:
EM-EOF: gap-flling in incomplete SAR displacement time series.
Hippert-Ferrer A., Yan Y., Bolon P.
IEEE Transactions on Geoscience and Remote Sensing, 2020.
[PDF] [Code]
You can git clone this or directly download the ZIP file under the Code button.
$ git clone https://github.com/ahippert/em-eof
You will need to install the pytest package facility first.
To run the tests, go under the parent directory and run:
$ pytest --pyargs emeof
This should plot simulated displacement fields and their reconstruction. Some of these plots were used in (Hippert-Ferrer et al., 2020).
Open emeof/main.py and run it from the command line or your favorite IDE. The use of the Python Debugger is recommanded, as for example:
$ python -m pdb main.py