speitzer / its_live_tutorial_kevin

its_live web portal tutorial

The main purpose of this tutorial is to show how to use NASA's its_live web portal to download image pair velocities.

Many other tutorials exist that are great. For example Emma Marshal's Using xarray to examine cloud-based glacier surface velocity data. Her tools utilizes its_live's data cubes so you can use the image pair velocity products without having to download them. In the future, I plan to make a tutorial using Emma's itslivetools for Greenland specific data.

installation

Below are instructions for installation with a UNIX terminal.

To use this repo first clone the repository and change to the directory where the repo is located

git clone https://github.com/shahinmg/its_live_tutorial.git

cd its_live_tutorial

Within the its_live_tutorial directory, install the packages in the environment.yml in a conda environment or create a new environment and install with conda env create --file environment.yml and activate the environment

Note: This can take a long time to create the environment

conda env create --file environment.yml

conda activate its_live_tutorial

In the its_live_tutorial directory run

jupyter lab

and open the its_live_web_app_tutorial.ipynb notebook

its_live API_tutorial

Similar to the first tutorial, the ITS_LIVE API_tutorial.ipynb shows how to fetch its_live image pair velocities from their s3 bucket and use the data without having to download it. Also, in this tutorial we calculate strain rates from iceutils. Similar to the measures_strain_rates repo.

its_live_datacube_tutorial.ipynb & its_live_datacube_term_poly_tutorial

These tutorials use the ITS_LIVE datacube instead of the API its_live_datacube_tutorial.ipynb plots a velocity time series at Helehim Glacier. its_live_datacube_term_poly_tutorial clips a terminus polygon at sermeq kujalleq and calculates average terminus velocity.

Installation

If you installed the packages in the environment.yml from the first tutorial, you are good to go. if not follow the same instructions as the its_live web portal tutorial.

To install iceutils, you may clone a read-only version of the repository:

git clone https://github.com/bryanvriel/iceutils.git

Or, if you are developer, you may clone with SSH:

git clone [email protected]:bryanvriel/iceutils.git

Then, simply run pip install . in the main repository directory to install.

In the cloned directory, you'll find several Python source files, each containing various functions and classes. While the naming of the source files gives a hint about what they contain, all functions are classes are imported into a common namespace. For example, the file stress.py contains a function compute_stress_strain(). This function would be called as follows:

import iceutils as ice

stress_strain = ice.compute_stress_strain(vx, vy)