Demo notebooks

Metrics

We provide demo notebooks to help users get started with the PMP. Most demos are straightforward examples showing how to apply the PMP to one or more datasets. For more advanced use cases (such as running the PMP across all CMIP models), we include example parameter files based on PCMDI’s semi-operational setup for the CMIP database. Overviews for metrics can be found here.

To make it easier to run these demos, we recommend cloning the PMP GitHub repository, and run them in the environment where PMP is installed.

$ clone https://github.com/PCMDI/pcmdi_metrics.git
$ cd pcmdi_metrics/doc/jupyter/Demo

Demo notebooks:

0. Prepare Demos

1A. Compute Climatologies

1B. Mean Climate Driver

2A. Monsoon (Wang)

2B. Monsoon (Sperber)

3. Diurnal Cycle

4. Modes of Variability

5. MJO

6. ENSO

7. Precipitation Variability Across Timescales

8. Extremes Metrics

9A. Sea Ice

9B. Sea Ice Supplementary

Plots

We also provide demo notebooks showcasing PMP’s plotting capabilities, and the API reference includes detailed information on the available parameters for PMP’s plotting functions.