Jupyter-notebooks Tutorials

To run these examples you will need the nightly Conda build of CDAT installed with Jupyter.

If you are unfamiliar with Jupyter notebooks, many resources exist on the web including the Jupyter Project's home page or Jupyter's Documentation page.

Other learning resources include:

CDMS

Examples of how to use CDMS

CDMS2 101

Put variable dimensions and attributes back tutorial

Creating non rectilinear grids from scratch

Controling NetCDF4 files compression

VCS

Examples of how to use VCS

VCS Basics

VCS Principles

An Example of using VCS

VCS Template - Modify Many Aspects of a Plot

Text objects in VCS

Walkthrough of each attribute of boxfill

Streamlines

Taylor diagrams tutorial

Line plots tutorial

Mathematical expressions and symbols tutorial

Colormap tutorial

Create colormap

Hatching/patterns tutorial


Animations tutorial

Logo control tutorial

CDUTIL and GENUTIL

Examples of how to use cdutil and genutil

Masking data, creating and using masks (beginner)

Masking data, creating and using masks (advanced)

Easily creating strings with templating tutorial

Take multiple monthly arrays covering different time scales and "grow" them to cover the union time.

VCS Adding new plots to CDAT

Examples of how to use VCS Addons

Parallel coordinates (vcs addon) tutorial

Polar coordinates (vcs addon) tutorial

EzPlot (vcs addon) tutorial

Easily create templates for VCS plots

Science-based Examples (CDAT in action)

Examples of how to solve basic scientific problems with CDAT

Mask a variable on pressure levels where data are below surface

Detrend Data

Plot a 3D temperature anomaly using DV3D

Use DV3D to create a 3D animation of the air temperature anomaly

Use VCS to create a 2D plot of E3SM's ne30 native grid

Use DV3D to create a 3D plot of E3SM's ne30 native grid