The EUMETNET postprocessing benchmark dataset Climetlab plugin
A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark datasets.
Ease the download of the dataset time-aligned forecasts, reforecasts (hindcasts) and observations (ERA5 reanalysis).
- Climetlab plugin version: 0.3.3
- Intake catalogues version: 0.2.4
- Base dataset version: 1.0
- EUPPBench dataset version: 1.0
- EUPreciPBench dataset version: 0.5
- Dataset status: Datasets status
An Intake catalogue is also available, as an alternative way to get the datasets.
Installation
The catalogue can be installed using pip. Type in a terminal
pip install climetlab climetlab-eumetnet-postprocessing-benchmark
and you are set!
Documentation of the datasets
There are currently three sub-datasets available:
They are documented here.
Using climetlab to access the data
See the demo notebooks
The climetlab python package allows easy access to the data with a few lines of code such as:
# Uncomment the line below if climetlab and the plugin are not yet installed
#!pip install climetlab climetlab-eumetnet-postprocessing-benchmark
import climetlab as cml
ds = cml.load_dataset('eumetnet-postprocessing-benchmark-training-data-gridded-forecasts-surface', "2017-12-02", "2t", "highres")
fcs = ds.to_xarray()
which download the deterministic (high-resolution) forecasts for the 2 metres temperature.
Once obtained, the corresponding observations (if available) can be retrieved in the xarray format by using the get_observations_as_xarray method:
obs = ds.get_observations_as_xarray()
Support and contributing
Please open a issue on github.
LICENSE
See the LICENSE file for the code, and the DATA_LICENSE for the data.
Authors
See the CONTRIBUTORS.md file.
1 maintainer
Metadata
1 maintainer
Release files for climetlab-eumetnet-postprocessing-benchmark 0.3.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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| climetlab_eumetnet_postprocessing_benchmark-0.3.3.tar.gz | 770.2 kB | Details |
Release files / climetlab_eumetnet_postprocessing_benchmark-0.3.3.tar.gz
| Download URL | climetlab_eumetnet_postprocessing_benchmark-0.3.3.tar.gz |
|---|---|
| Size | 770.2 kB |
| Tags | Source |
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