Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Update _toc.yml #90

Closed
wants to merge 2 commits into from
Closed
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
16 changes: 3 additions & 13 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -27,28 +27,18 @@ This cookbook will house various visualization workflow examples that use differ

This cookbook is broken up into a few sections - a "Basics of Geoscience Visualization" intro that compares different visualization packages and plot elements, and then example workflows of advanced visualization applications that are further subdivided.

### Basics of Geoscience Visualization
### Review Visualization Foundations

Here we introduce the basics of geoscience visualization, the elements of a plot, different types of plots, and some unique considerations when dealing with model and measured data. We also share a comparison of different visualization packages available in the scientific Python ecosystem.
Here we review the basics of geoscience visualization, the elements of a plot, different types of plots, and some unique considerations when dealing with model and measured data. We also share a comparison of different visualization packages available in the scientific Python ecosystem.

### Specialty Plots

There are some plot types that are unique to atmospheric science such as Taylor Diagrams and Skew-T plots. Here we will use [`metpy`](https://unidata.github.io/MetPy/latest/index.html) and [`geocat-viz`](https://geocat-viz.readthedocs.io/en/latest/) to demonstrate these specialty plots.

### Visualization of Structured Grids

In this section we will demonstrate how to visualize data that is on a structured grid. Namely, we will look at Spaghetti Hurricane plots. Here we will have workflows that utilize packages such as [`cartopy`](https://scitools.org.uk/cartopy/docs/latest/) and [`geocat-viz`](https://geocat-viz.readthedocs.io/en/latest/).
There are some plot types that are unique to atmospheric science such as Taylor Diagrams and Skew-T plots. Here we will use [`metpy`](https://unidata.github.io/MetPy/latest/index.html) and [`geocat-viz`](https://geocat-viz.readthedocs.io/en/latest/). Additionally, we will look at Spaghetti plots, both for Hurricane data and geopotential height on a polar stereographic projection, utilizing [`cartopy`](https://scitools.org.uk/cartopy/docs/latest/).

### Animation

Animated plots are great tools for science communication and outreach. We will demonstrate how to make your plots come to life. In this book, we use "animated plots" to refer to stable animations, such as the creation of gifs or videos.

### Interactivity

Dynamically rendering, animating, panning & zooming over a plot can be great to increase data fidelity. We will showcase how to use Holoviz technologies with Bokeh backend to create interactive plots, utilizing an unstructured grid data in the Model for Prediction Across Scales (MPAS) format.

Due to environment configuration limitations, interactive plotting will be temporarily be moved to a separate Cookbook.

## Running the Notebooks

You can either run the notebook using [Binder](https://binder.projectpythia.org/) or on your local machine.
Expand Down
7 changes: 1 addition & 6 deletions _toc.yml
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@ parts:
- caption: Preamble
chapters:
- file: notebooks/how-to-cite
- caption: Basics of Geoscience Visualization
- caption: Review Visualization Foundations
chapters:
- file: notebooks/1-comparison
- file: notebooks/2-good-viz
Expand All @@ -13,12 +13,7 @@ parts:
chapters:
- file: notebooks/4-taylor-diagrams
- file: notebooks/5-skewt
- caption: Visualization of Structured Grids
chapters:
- file: notebooks/6-spaghetti
- caption: Animation
chapters:
- file: notebooks/7-animation
- caption: Interactivity
chapters:
- file: notebooks/8-interactive-holoviz-mpas
Loading