fluxcalc 0.1.2

Flexible flux and turbulence calculations from NetCDF files.

flux_calculations

Flexible flux and turbulence calculations from NetCDF files: sensible heat flux, momentum flux, and turbulent kinetic energy.

---

Features

• NetCDF File Aggregation: Combines multiple NetCDF files into a single data frame for each sensor, simplifying data management.
• Outlier Removal: Automatically detects and removes outliers beyond 3 standard deviations within a rolling 100-observation window.
• Advanced Plotting:
  • Visualize 3-dimensional wind data for comprehensive analysis.
  • Generate FFT (Fast Fourier Transform) plots for frequency domain insights.
• Flexible Flux Calculations:
  • Compute Sensible Heat Flux, Momentum Flux, or Turbulent Kinetic Energy (TKE) using a customizable time window (user-defined in minutes).
  • Plot calculated fluxes for easy interpretation and visualization.
• User-Friendly Design: Offers intuitive options for data processing, plotting, and analysis, ensuring flexibility and ease of use.

Installation

pip install fluxcalc

To install the latest version from GitHub:

pip install git+https://github.com/jpiot1/flux_calculations.git

For development (editable) install with tests:

git clone https://github.com/jpiot1/flux_calculations.git
cd flux_calculations
env=".venv"
python -m venv "$env"
source "$env/bin/activate"
pip install -e '.[dev]'
pytest -q

Contributing

1. Fork the repo and create a feature branch.
2. Write code, tests, and update docs.
3. Follow style: ruff, mypy, pytest.
4. Submit a pull request.

License

This project is licensed under the GNU Lesser General Public License v2.1 or later. See LICENSE for details.