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ACME Diagnostics Package

Table of Contents

  1. Overview
  2. Current State
  3. Documentation

Overview

This diagnostics package is constructed for supporting the diagnostics task of DOE's Accelerated Climate Modeling for Energy (ACME) project. The 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 ACME 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 being configured for use by other climate models.

Current State

Algorithm and visulization codes for the AMWG Set 5, 7, 4, 3, 13 diagnostics, namely lat-lon contour plots (Figure 1), polar contour plots (Figure 2), zonal mean 2d plots (Figure 3), zonal mean line plots (Figure 4), and 2d joint histogram for COSP cloud simulator output (Figure 5), for climatology seasonal means, are done for testing.

The package features built-in user diagnostics, by specifying user desired diagnostics regions and pressure levels for variables with the vertical dimension.

Figure1

Figure 1: An example of the lat-lon contour plots for air temperature at 850 mb with tropical ocean region considered

Figure2

Figure 2: An example of the polar contour plots for precipitation rate

Figure3

Figure 3: An example of the pressure-lat contour plots for air temperature

Figure4

Figure 4: An example of the zonal mean surface air temperature line plot

Figure5

Figure 5: An example of 2d joint histogram plot using COSP simulator output

Documentation

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  • Python 99.6%
  • Shell 0.4%