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A Python package for statistical wind speed adjustment using meteorological data

Project description

WindAdjustment

A Python package for statistical wind speed adjustment using meteorological data.

Overview

WindAdjustment provides tools for performing statistical adjustments on wind data, supporting both point-wise and regional analysis:

  • PointAdjustment: Performs statistical adjustments for wind data at specific points/locations
  • RegionAdjustment: Applies point-wise adjustments across entire regions using the PointAdjustment functionality
  • WindSpeedVisualizer: Provides visualization tools for wind data and adjustment results

The package allows users to perform adjustments for specific time periods according to their requirements, making it suitable for climate studies, wind energy assessments, and meteorological research.

Installation

From source

git clone https://github.com/yourusername/windadjustment.git
cd windadjustment
pip install -e .

Usage

Detailed usage examples and tutorials are available in the docs/ folder:

  • Point_Adjustment_Usage_Guide.ipynb - Complete guide for point-wise adjustments
  • RegionAdjustment_Usage_Guide.ipynb - Guide for regional adjustments
  • WindAdjustment_Usage_Guide.ipynb - General usage and visualization guide

Requirements

See requirements.txt for the complete list of dependencies.

License

This project is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License - see the LICENSE file for details.

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