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A fast, web-based NetCDF explorer for glider data.

Project description

Glider Playground

A fast, web-based NetCDF explorer for glider data. Load your .nc files and instantly explore, plot, and QC your data — no scripting required.

Live demo: glider-playground.co.uk (running on a Raspberry Pi — may be slow)

Glider Playground Home View


Install & Run

pip install glider-playground
glider-playground

This opens the app in your browser. Press Ctrl+C in the terminal to stop it.

Virtual environment recommended. If you use one, activate it before running.

Install from source
git clone https://github.com/Orlando-PB/glider-playground.git
cd glider-playground
pip install .

Loading Data

Click the file button (top-left) to open the file panel. From there you can:

  • Add files — pick individual .nc files
  • Add folder — load an entire folder of .nc files at once
  • Download demo data — grab two example files to try immediately

Files are processed in the background. Once ready, click one to load it.

Sample data is available from the BODC Deployment Catalogue.


Exploring Data

Plot

Pick your X, Y, and optionally a Colour variable from the dropbdowns. The plot updates automatically.

Use the View menu for built-in presets: Thermal Structure, T-S Diagram, Salinity, Density, Chlorophyll, Oxygen, Backscatter.

Zoom & Inspect

  • Box zoom — click and drag on the plot
  • Axis sliders — trim the X, Y, or colour range precisely
  • Click a point — see exact values in the sidebar and the glider's GPS position on the map
  • Reset Lims — return to the full view

Profiles

If your file contains dive profiles, a profile selector appears in the toolbar. Step through individual profiles or view them all at once.

3D View & Map

The right sidebar shows:

  • 3D View — an interactive 3D track with bathymetry
  • Map — glider GPS track; updates to the clicked position when using the inspector

Quality Control

Toggle What it does
Apply QC Hides points whose _QC flag isn't in the allowed list (default: 0,1,2,5,8)
Highlight Shows bad-QC points in red instead of hiding them
Interpolate Fills NaN gaps in PRES/TEMP/CNDC by time (filled points flagged QC=5)
Clean Flags zero fill-values, auto-scales CNDC units, cross-flags 5σ CNDC outliers
MLD Overlays Mixed Layer Depth (ΔT = 0.2 °C threshold)

Edit the QC flags field to customise which flags count as good.


Other Features

  • Plot All — disables the 200k-point cap to render every sample
  • Download — saves the current plot as a PNG
  • Jelly — an AI assistant (bottom-right bubble); paste your OpenAI key to enable it. The key is saved locally and never leaves your machine.

Uninstall

pip uninstall glider-playground

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