Data Analysis

SCALE provides a useful framework for data analysis in weather and climate research.

Preparation

• Download a set of sample scripts
  • SCALE-analysis-1.0.0-rc1.tar.gz
• Setup Python environment
  • Example for Fugaku (Japanese document)
• Download input data and how to use the analysis framework
  • See README and beginner tutorial (Japanese document)

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 library from Python scripts

Document

• Reference mannual (generated by Doxygen)