E3SM Diagnostics Package v2

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:

  • integrates the basic 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 (v2 release)

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, pressure-longitude meridional mean contour plots, area mean time series plots, and Cloud Top Height-Tau joint histograms from COSP cloud simulator output. Plots can be created for annual and seasonal climatologies, and monthly mean time series.

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 (vcs)

_images/fig8.png

Pressure-longitude meridional mean contour (mpl)

_images/fig5.png

Cloud Top Height-Tau joint histograms (mpl)

_images/fig7.png

Taylor Diagram (mpl)

_images/fig6.png

Summary Table

_images/fig4.png

Zonal mean line plot (vcs)

_images/fig9.png

Area Mean time series (mpl)

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

Pressure-longitude meridional mean contour

[1]

Zonal mean line plots

Cloud Top Height-Tau joint histograms

[1]

Area Mean time series plots

[1]

Multi-processing

[1] Defaults to matplotlib instead.