e-learning
Pangeo Notebook in Galaxy - Introduction to Xarray
Abstract
In this tutorial, we will learn about Xarray, one of the most used Python library from the Pangeo ecosystem.
About This Material
This is a Hands-on Tutorial from the GTN which is usable either for individual self-study, or as a teaching material in a classroom.
Questions this will address
- What is Pangeo notebook?
- How to start Pangeo Notebook in Galaxy?
- What are the main software components of the Pangeo ecosystem?
- What is Xarray?
- How to manipulate Xarrays?
- How to print metadata information?
- How to make a selection?
- How to visualize?
- How to filter?
- How to make reduction operations (mean, max, min)?
- How to resample my data?
- Where to go next?
Learning Objectives
- Learn to get metadata information using Xarray Galaxy Tools
- Learn to select data
- Learn to visualize data
- Learn to filter, make reduction operations (mean, max, min)
- Learn to resample my data
- Learn to cite and contribute to Pangeo
Licence: Creative Commons Attribution 4.0 International
Keywords: Climate, interactive-tools, jupyter-notebook, pangeo
Target audience: Students
Resource type: e-learning
Version: 10
Status: Active
Prerequisites:
- Advanced Python
- Data Carpentry Geospatial Workshop
- Introduction to Galaxy Analyses
- Introduction to Python
- Plotting in Python
Learning objectives:
- Learn to get metadata information using Xarray Galaxy Tools
- Learn to select data
- Learn to visualize data
- Learn to filter, make reduction operations (mean, max, min)
- Learn to resample my data
- Learn to cite and contribute to Pangeo
Date modified: 2024-06-14
Date published: 2022-02-18
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