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