Example notebooks

Here you can find notebooks, which show you how to read in, plot and do simple analysis on some data sets published within (AC)³.

Running the notebooks¶

• download them to your local machine

• setup a venv or conda environment

• install requirements

• Run

Adding notebooks¶

Opening an issue¶

You can either open an issue on GitHub and upload a jupyter notebook there. Please provide a short explanation to which dataset your jupyter notebook belongs in the issue and a statement that we can use the content in the book.

You can find a template jupyter notebook here and download it with the download button on the top right.

Opening a pull request¶

The other option is to fork the whole repository, directly add a notebook in the books structure and open a pull request.

• P6

• Polarstern

• Spaceborne

• Ground based

• Add short model descriptions

  • ICON

  • ICON-LEM

  • ERA5

  • Merra

  • Carra

• Add software

  • PAMTRA

  • pyRadTran

Notebooks¶

• Introduction to a cyclone cluster climatology dataset based on ERA5

• ACLOUD SMART irradiances

• Atmospheric River shapes

• SMART-HALO - Notebook 1

• SMART-HALO interactive quicklook

• In-situ Chlorophyll a concentrations

• PS106 Broadband Solar Irradiance from the Ice Floe Camp

• PS106 Cloudnet Target classification

• Sea Ice Concentration from AMSR

• Melt pond fraction from Sentinel-2