Data Analysis (Under construction)

SCALE provides a set of Python scripts useful for data analysis in weather and climate research. There are several examples using these scripts.

Preparation

• Download a set of sample scripts
  • SCALE-analysis-1.0.0_beta.tar.gz
• Setup Python environment
  • Example for Fugaku (Japanese document)
• Download input data and how to execute the scripts: see README

Basic

• Visualization of model output
  • Idealized experiment in the SCALE user guide
  • Realistic experiment in the SCALE user guide
• Analysis of model output
  • Data coarsening through parallel processing
  • Spatial operation through parallel processing
  • Extracting data for a location
  • Extract data on a horizontal line segment

Application

• Bretherton stream function and horizontal sorting analysis with atmospheric columns
• Analysis of the Madden-Julian Oscillation (MJO)

Miscellaneous

• Extraction of nearest AMeDAS data
• Calling subroutines of SCALE from Python script

Document

• Reference mannual (generated by Doxygen)