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MWRpy

A Python software to process RPG Microwave Radiometer data and is developed at the University of Cologne, Germany as part of the Aerosol, Clouds and Trace Gases Research Infrastructure (ACTRIS).
https://github.com/actris-cloudnet/mwrpy

Category: Atmosphere
Sub Category: Atmospheric Composition and Dynamics

Last synced: about 12 hours ago
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Python package for Microwave Radiometer processing in ACTRIS

README.md

MWRpy

MWRpy tests
PyPI version
DOI
paper

MWRpy is a Python software to process RPG Microwave Radiometer data and is developed
at the University of Cologne, Germany as part
of the Aerosol, Clouds and Trace Gases Research Infrastructure (ACTRIS).

The software features reading raw data, Level 1 quality control, generation of
Level 2 data products and visualization and is based on the IDL code
mwr_pro.

The netCDF data format including metadata information, variable names and file naming
is designed to be compliant with the data structure and naming convention
developed in the EUMETNET Profiling Programme E-PROFILE.

MWRpy documentation: https://actris-cloudnet.github.io/mwrpy/

MWRpy example output

Citing

If you wish to acknowledge MWRpy in your publication, please cite:

Marke et al., (2024). MWRpy: A Python package for processing microwave radiometer data. Journal of Open Source
Software, 9(98), 6733, https://doi.org/10.21105/joss.06733

Installation

From PyPI:

python3 -m pip install mwrpy

From GitHub:

git clone https://github.com/actris-cloudnet/mwrpy.git
cd mwrpy
python3 -m venv venv
source venv/bin/activate
pip3 install --upgrade pip
pip3 install .

MWRpy requires Python 3.10 or newer.

Configuration

The folder mwrpy/site_config/ contains configuration files for each instrument
type, which defines the input and output data paths etc.
For example, this is the configuration file for RPG-HATPRO.

The folders for each site, e.g. mwrpy/site_config/hyytiala/, contain a
site and instrument specific configuration file (config.yaml) and retrieval coefficients.
For example, this is the configuration file for Hyytiälä.

Command line usage

MWRpy can be run using the command line tool mwrpy/cli.py:

usage: mwrpy/cli.py [-h] -s SITE [-d YYYY-MM-DD] [--start YYYY-MM-DD]
                       [--stop YYYY-MM-DD] [-p ...] [{process,plot}]

Arguments:

Short Long Default Description
-h --help Show help and exit.
-s --site Site to process data from, e.g, hyytiala. Required.
-d --date Single date to be processed. Alternatively, --start and --stop can be defined.
--start current day - 1 Starting date.
--stop current day Stopping date.
-p --products 1C01, single, multi Processed products, e.g, 1C01, 2I02, 2P03, single, see below.

Commands:

Command Description
process Process data and generate plots (default).
plot Only generate plots.
no-plot Only generate products.
reprocess Like process, but skips days when data processing fails.

Data types

Level 1

  • 1B01: MWR brightness temperatures from .BRT and .BLB/.BLS files + retrieved spectrum
  • 1B11: IR brightness temperatures from .IRT files
  • 1B21: Weather station data from .MET files
  • 1C01: Combined data type with time corresponding to 1B01

Level 2

  • 2I01: Liquid water path (LWP)
  • 2I02: Integrated water vapor (IWV)
  • 2I06: Stability Indices
  • 2P01: Temperature profiles from single-pointing observations
  • 2P02: Temperature profiles from multiple-pointing observations
  • 2P03: Absolute humidity profiles
  • 2P04: Relative humidity profiles (derived from 2P01/2P02 + 2P03)
  • 2P07: Potential temperature (derived from 2P01/2P02 + 2P03)
  • 2P08: Equivalent potential temperature (derived from 2P01/2P02 + 2P03)
  • single: Single pointing data product (including 2I01, 2I02, 2I06, 2P01, 2P03, and derived products)
  • multi: Multiple pointing data product (including 2P02, and derived products)

Licence

MIT

Citation (CITATION.cff)

cff-version: "1.2.0"
authors:
  - family-names: Marke
    given-names: Tobias
    orcid: "https://orcid.org/0000-0001-7804-9056"
  - family-names: Löhnert
    given-names: Ulrich
    orcid: "https://orcid.org/0000-0002-9023-0269"
  - family-names: Tukiainen
    given-names: Simo
    orcid: "https://orcid.org/0000-0002-0651-4622"
  - family-names: Siipola
    given-names: Tuomas
    orcid: "https://orcid.org/0009-0004-7757-0893"
  - family-names: Pospichal
    given-names: Bernhard
    orcid: "https://orcid.org/0000-0001-9517-8300"
contact:
  - family-names: Marke
    given-names: Tobias
    orcid: "https://orcid.org/0000-0001-7804-9056"
doi: 10.5281/zenodo.11614185
repository-code: "https://github.com/actris-cloudnet/mwrpy"
abstract: >-
  MWRpy is a Python code to process Microwave Radiometer observations. The software produces files for quality
  controlled brightness temperatures, vertical profiles of atmospheric temperature and humidity, and the total
  column-integrated water vapor and cloud liquid water.
keywords:
  - Python
  - meteorology
  - remote sensing
  - microwave radiometer
license: MIT
message: If you use this software, please cite our article in the
  Journal of Open Source Software.
preferred-citation:
  authors:
    - family-names: Marke
      given-names: Tobias
      orcid: "https://orcid.org/0000-0001-7804-9056"
    - family-names: Löhnert
      given-names: Ulrich
      orcid: "https://orcid.org/0000-0002-9023-0269"
    - family-names: Tukiainen
      given-names: Simo
      orcid: "https://orcid.org/0000-0002-0651-4622"
    - family-names: Siipola
      given-names: Tuomas
      orcid: "https://orcid.org/0009-0004-7757-0893"
    - family-names: Pospichal
      given-names: Bernhard
      orcid: "https://orcid.org/0000-0001-9517-8300"
  date-published: 2024-06-20
  doi: 10.21105/joss.06733
  issn: 2475-9066
  issue: 98
  journal: Journal of Open Source Software
  publisher:
    name: Open Journals
  start: 6733
  title: "MWRpy: A Python package for processing microwave radiometer
    data"
  type: article
  url: "https://joss.theoj.org/papers/10.21105/joss.06733"
  volume: 9
title: "MWRpy: A Python package for processing microwave radiometer
  data"

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Package metadata

pypi.org: mwrpy

Python package for Microwave Radiometer processing in ACTRIS

  • Homepage: https://github.com/actris-cloudnet/mwrpy
  • Documentation: https://actris-cloudnet.github.io/mwrpy/
  • Licenses: MIT License Copyright (c) 2021-2023 University of Cologne Copyright (c) 2023 Finnish Meteorological Institute Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
  • Latest release: 1.4.3 (published about 1 month ago)
  • Last Synced: 2025-12-24T05:02:36.588Z (3 days ago)
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