PyTurbo_SF

Spec sheet

Purpose

PyTurbo_SF is a Python package for efficient structure-function calculations on 1D, 2D, and 3D data, including turbulent-flow analysis.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Free plan

YesRead 23 Sep 2026 · github.com

Integrations

Required dependencies include NumPy, xarray, SciPy, pandas, and joblib; optional packages include matplotlib, Dask, Zarr, and netCDF4.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Support

For installation issues, the guide directs users to GitHub Issues and community discussions.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Data export

YesRead 23 Sep 2026 · github.com

Delivery mode

desktopRead 23 Sep 2026 · github.com

Input and results

The example workflow accepts xarray Datasets and returns structure-function results as xarray Datasets.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Installation

The package can be installed with pip from PyPI or installed from its GitHub source repository.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Isotropic analysis

It provides isotropic averaging for 2D and 3D data.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Large-data considerations

The guide recommends tuning bootstrap block sizes and suggests Dask for datasets larger than available memory.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Parallel processing

The quick start demonstrates loky and threading backends, and the guide also lists multiprocessing as an option.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Python requirement

The installation guide states that Python 3.12 or higher is required.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Security and compliance

The documentation pages reviewed do not state security certifications or compliance programs.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Structure-function types

It supports longitudinal, transverse, scalar, and combined structure functions.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Target users

The documentation describes use by researchers in oceanography, atmospheric science, and fluid dynamics analyzing observational data and simulations.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Uncertainty analysis

It uses adaptive bootstrap resampling to provide statistical uncertainty estimates and detect convergence.Read 11 Oct 2026 · pyturbo-sf.readthedocs.io

Plans and prices

Every PyTurbo_SF plan and price →

Where Specifiction places it

• Physics Simulation Software#54 of 897.6