E3SM Diagnostics Package

Overview

This diagnostics package is constructed to support the diagnostics needs of DOE’s Energy Exascale Earth System Model (E3SM) project, formerly known as Accelerated Climate Modeling for Energy (ACME). The ultimate goal of this work is to develop a comprehensive diagnostics package that:

  • fully integrates the functionality of NCAR’s AMWG diagnostics package;
  • utilizes most updated observational datasets, including remote sensing, reanalysis and in-situ datasets;
  • interfaces with diagnostics developed from different E3SM focus groups: atmosphere group, coupled simulation group, land group;
  • interacts effectively with the PCMDI’s metrics package and the ARM diagnostics package through a unifying framework: Community Diagnostics Package (CDP).
  • is flexible for user-specified diagnostics and configuration for use by other climate models.

Current State

Algorithm and visualization codes for latitude-longitude contour maps, polar contour maps, the accompanying summarizing table and Taylor diagram plots, pressure-latitude zonal mean contour plots, zonal mean line plots, and Cloud Top Height-Tau joint histograms from COSP cloud simulator output. Plots can be created for annual and seasonal climatologies.

The package also supports custom user diagnostics, by specifying plot type, desired region (global, ocean, land, etc.), pressure levels for variables with the vertical dimension.

For flexibility, the code structure cleanly separates data manipulation (reading input files, processing data, etc) from plotting functions. To satisfy specific user tastes, two graphical back-ends are available:

Additional back-ends could be implemented if the need arose.

_images/fig1.png

Latitude-longitude contour map (mpl)

_images/fig2.png

Polar contour map (mpl)

_images/fig3.png

Pressure-latitude zonal mean contour plot (vcs)

_images/fig4.png

Zonal mean line plot (vcs)

_images/fig5.png

Cloud Top Height-Tau joint histograms (mpl)

_images/fig7.png

Taylor Diagram (mpl)

_images/fig6.png

Summary Table

Feature availability for each backend

Not all plot sets and feature are currently supported for every backend. The table below summarizes current status.

Plot set or Feature mpl vcs
Latitude-longitude contour maps
Polar contour maps
Pressure-latitude zonal mean contour plots
Zonal mean line plots
Cloud Top Height-Tau joint histograms [1]
Multi-processing
[1] Defaults to mpl instead.