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SODA - Serious Ocean Data Analysis

Overview

A suite of python tools for pre- and post-processing ocean model data. Originally designed for use with the SUNTANS model.

Not everything in this toolbox is specific to the SUNTANS model though. Other uses include:

- Processing [ROMS](www.myroms.org) model data
- Download ocean and atmosphere model data via opendap e.g., CFSR, HYCOM.
- Downloading observations from e.g., NOAA PORTS, NWS, USGS
- Time-series analysis and signal processing (tidal harmonic fitting, power spectra, ...)
- Interfacing with GIS data
- Interfacing with SQL data
- ...

Created:

  • Matt Rayson
  • Stanford University
  • 2012

Installation

Set the PYTHONPATH environment variable to point to the path of this package.

Usage

There is some incomplete documentation here.

The python files are(were) organized into the following directories based on their general usage:

  • DataDownload Scripts for downloading observations and model data from different web servers.

  • DataIO General data input-output functions. Uses include netcdf, hdf and sql database files read/write/querying.

  • GIS GIS and other mapping tools. Reading and writing various GIS formats, creating digital elevation models and some plotting

  • SUNTANS Python tools specific to the SUNTANS model. Includes classes for parsing model output and constructing model input data.

  • Utils Miscellaneous utilities for performing general tasks like signal processing, interpolation and other data manipulation processes.

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Python scripts for working with SUNTANS.

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  • Python 88.5%
  • Jupyter Notebook 11.5%