andreabotti / climatic

A small toolbox of wind data analysis plotting tools

Climatic: Wind Data Visualization

A small toolbox of wind data analysis tools.

Concept

A small toolbox for analyzing and plotting wind data, built on top of the Pandas library and complete with opinionated plot styling.

Data Import and Manipulation

MetMast A class to import and manipulate met mast data

• wind_import Quickly import met mast data, with smart_headers functionality to intelligently parse headers
• weibull Calculate weibull parameters from imported data, using least squares fitting or the European Wind Atlas guideline
• sectorwise Bin data sectorwise

Plotting Tools

wind_rose Plot a directional wind rose with as many sectors as you like.

weibull Plot both weibull PDF distribution and hourly distribution

Toolbox

weibull_hourly Calculate weibull distribution and annual hours from Weibull k and A/Vmean