Analysis Tools

Overview

This page describes the tools and utilities available for analyzing MPAS CPTP decadal simulation data.

Available Tools

Data Processing

Tools for processing raw model output: - Data extraction utilities - Format conversion tools - Regridding tools

Visualization

Tools for creating visualizations: - Plotting scripts - Interactive viewers - Animation generators

Statistical Analysis

Tools for statistical analysis: - Time series analysis - Spatial statistics - Ensemble statistics

Installation

Requirements

  • Python 3.x
  • Required packages:
  • numpy
  • xarray
  • matplotlib
  • cartopy
  • netCDF4

Setup

# Clone the repository
git clone [repository-url]

# Install dependencies
pip install -r requirements.txt

Usage Examples

Basic Data Loading

import xarray as xr

# Load MPAS output
ds = xr.open_dataset('path/to/mpas_output.nc')

Creating Plots

# Example plotting code

Running Analysis Scripts

# Command line examples

Custom Analysis

Guidelines for developing custom analysis workflows: - Best practices - Code templates - Contributing analysis tools

Support

For help with analysis tools: - Check the FAQ - Submit an issue - Contact the development team