List of CliMetLab plugins

Note

This list is not exhaustive. Some plugins are not listed here because we are not aware of them or because they are for internal use only, or not ready to be shared.

If you would like a plugin to be added in this list, please submit a pull request to CliMetLab or open an issue on github.

Dataset plugins

Installing a dataset plugin, allows using an additional dataset in cml.load_dataset.

• climetlab-s2s-ai-challenge: Providing data for the Sub-seasonal to Seasonal (S2S) Artificial Intelligence Challenge (https://s2s-ai-challenge.github.io)

  Datasets provided: s2s-ai-challenge-*

• climetlab-demo-dataset: Demo plugin to illustrate to dataset plugin mechanism.

  Dataset provided: demo-dataset

• climetlab-tropical-cyclone-dataset: Tropical cyclones. In progress.

  Datasets provided: tc-*

• climetlab-maelstrom-yr: Alpha. Gridded weather data for the Nordics, designed for ML postprocessing. Part of the MAELSTROM project.

  Dataset provided: maelstom-yr

• climetlab-maelstrom-nogwd: Alpha. Dataset for learning non-orographic gravity wave parametrization. Part of the MAELSTROM project.

  Dataset provided: maelstom-nogwd

• climetlab-maelstrom-radiation: Alpha. Dataset for learning radiative heating parametrization. Part of the MAELSTROM project.

  Datasets provided: maelstom-radiation, maelstom-radiation-tf

• climetlab-maelstrom-ens10: Alpha. Dataset for testing ensemble postprocessing techniques. Part of the MAELSTROM project.

  Datasets provided: maelstrom-ens5mini, maelstrom-ens10

• climetlab-maelstrom-downscaling: Alpha. Dataset for testing downscaling techniques. Part of the MAELSTROM project.

  Dataset provided: maelstrom-downscaling

• climetlab-maelstrom-power-production: Alpha. Dataset for predicting wind farm power production from weather data. Part of the MAELSTROM project.

  Datasets provided: maelstrom-power-production, maelstrom-weather-model-level, maelstrom-weather-pressure-level, maelstrom-weather-surface-level, maelstrom-constants-a-b

Drafts Dataset Plugins

• climetlab-cems-flood: Glofas data. In progress.

  Dataset provided: glofas

• climetlab-eumetnet-postprocessing-benchmark:

  Eumetnet postprocessing benchmark dataset.

• climetlab-meteonet: Meteonet dataset developed by Météo-France.

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Source plugins

Installing a source plugin, allows using an additional source in cml.load_source.

• google-drive

  Access public files in Google Drive with cml.load_source("google-drive", file_id="...")

• climetlab-demo-source

  Demo plugin to illustrate to source plugin mechanism.

Drafts Source Plugins

• stvl

  Access data the STVL database with cml.load_source("stvl", ...)