CloudnetPy

CloudnetPy: A Python package for processing cloud remote sensing data - Published in JOSS (2020)

https://github.com/actris-cloudnet/cloudnetpy

Science Score: 100.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
✓
DOI references
Found 5 DOI reference(s) in README and JOSS metadata
✓
Academic publication links
Links to: joss.theoj.org, zenodo.org
✓
Committers with academic emails
2 of 13 committers (15.4%) from academic institutions
○
Institutional organization owner
✓
JOSS paper metadata
Published in Journal of Open Source Software

Scientific Fields

Engineering Computer Science - 40% confidence

Last synced: 6 months ago · JSON representation ·

Repository

Python package for Cloudnet data processing

Basic Info

Host: GitHub
Owner: actris-cloudnet
License: mit
Language: Python
Default Branch: main
Homepage:
Size: 83.5 MB

Statistics

Stars: 47
Watchers: 8
Forks: 29
Open Issues: 1
Releases: 319

Created about 6 years ago · Last pushed 6 months ago

Metadata Files

Readme Changelog Contributing License Code of conduct Citation

CloudnetPy

CloudnetPy is Python software designed for producing vertical profiles of cloud properties from ground-based remote sensing measurements. The Cloudnet processing combines data from cloud radar, optical lidar, microwave radiometer, and numerical weather prediction models. Measurements and model data are brought into a common grid and classified as ice, liquid, aerosol, insects, and so on. Subsequently, geophysical products such as ice water content can be retrieved in further processing steps. See Illingworth et al. (2007) for more details about the concept.

CloudnetPy is a rewritten version of the original Cloudnet MATLAB code. It features several revised methods, extensive documentation, and more.

CloudnetPy documentation: https://actris-cloudnet.github.io/cloudnetpy/
Cloudnet data portal: https://cloudnet.fmi.fi

CloudnetPy example output

Installation

Option 1: From PyPI

python3 -m pip install cloudnetpy

Option 2: From the source

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

Verification

To verify the installation:

sh cloudnetpy --help

Citing

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

Tukiainen et al., (2020). CloudnetPy: A Python package for processing cloud remote sensing data. Journal of Open Source Software, 5(53), 2123, https://doi.org/10.21105/joss.02123

Contributing

We encourage you to contribute to CloudnetPy! Please check out the contribution guidelines about how to proceed.

Development

Follow the installation instructions from the source above but install with the development dependencies and pre-commit hooks:

sh python3 -m pip install -e .[dev,test] pre-commit install

Run unit tests:

sh python3 -m pytest python3 -m pytest tests/unit/test_hatpro.py

Run end-to-end tests:

sh python3 tests/e2e_test.py for f in cloudnetpy/model_evaluation/tests/e2e/*/main.py; do $f; done

Force pre-commit checks (ruff, mypy, etc.) for all files:

sh pre-commit run --all

License

MIT

Owner

Name: ACTRIS Cloudnet
Login: actris-cloudnet
Kind: organization
Email: actris-cloudnet@fmi.fi
Location: Helsinki, Finland

Website: https://cloudnet.fmi.fi/
Twitter: ACTRIS_Cloudnet
Repositories: 12
Profile: https://github.com/actris-cloudnet

ACTRIS Cloud Remote Sensing Unit (CLU)

JOSS Publication

CloudnetPy: A Python package for processing cloud remote sensing data

Published

September 04, 2020

DOI

10.21105/joss.02123

Volume 5, Issue 53, Page 2123

Authors

Simo Tukiainen

Finnish Meteorological Institute, Helsinki, Finland

Ewan O'Connor
Finnish Meteorological Institute, Helsinki, Finland

Anniina Korpinen
Finnish Meteorological Institute, Helsinki, Finland

Editor

Jed Brown

Citation (CITATION.cff)

cff-version: 1.2.0
title: >-
  CloudnetPy: A Python package for processing cloud remote
  sensing data
message: >-
  If you use this software, please cite our article in the
  Journal of Open Source Software.
type: software
authors:
  - family-names: Tukiainen
    given-names: Simo
    orcid: "https://orcid.org/0000-0002-0651-4622"
    affiliation: Finnish Meteorological Institute
  - given-names: Tuomas
    family-names: Siipola
    affiliation: Finnish Meteorological Institute
    orcid: "https://orcid.org/0009-0004-7757-0893"
  - family-names: Anniina
    given-names: Korpinen
    affiliation: Finnish Meteorological Institute
  - family-names: O'Connor
    given-names: Ewan
    orcid: "https://orcid.org/0000-0001-9834-5100"
    affiliation: Finnish Meteorological Institute
contact:
  - family-names: Tukiainen
    given-names: Simo
    orcid: "https://orcid.org/0000-0002-0651-4622"
    affiliation: Finnish Meteorological Institute
repository-code: "https://github.com/actris-cloudnet/cloudnetpy"
abstract: >-
  CloudnetPy is Python software designed for producing
  vertical profiles of cloud properties from ground-based
  remote sensing measurements.
keywords:
  - Python
  - cloud radar
  - lidar
  - microwave radiometer
  - remote sensing
license: MIT
doi: 10.5281/zenodo.3666030
preferred-citation:
  type: article
  authors:
    - family-names: Tukiainen
      given-names: Simo
      orcid: "https://orcid.org/0000-0002-0651-4622"
      affiliation: Finnish Meteorological Institute
    - family-names: O'Connor
      given-names: Ewan
      orcid: "https://orcid.org/0000-0001-9834-5100"
      affiliation: Finnish Meteorological Institute
    - family-names: Anniina
      given-names: Korpinen
      affiliation: Finnish Meteorological Institute
  doi: 10.21105/joss.02123
  journal: Journal of Open Source Software
  publisher:
    name: Open Journals
  issn: 2475-9066
  start: 2123
  end: 2123
  title: "CloudnetPy: A Python package for processing cloud remote sensing data"
  issue: 53
  volume: 5
  year: 2020
  date-published: 2020-09-04
  url: https://joss.theoj.org/papers/10.21105/joss.02123

GitHub Events

Total

Create event: 85
Issues event: 1
Release event: 62
Watch event: 13
Delete event: 21
Issue comment event: 1
Push event: 254
Pull request review event: 1
Pull request review comment event: 2
Pull request event: 16
Fork event: 3

Last Year

Create event: 85
Issues event: 1
Release event: 62
Watch event: 13
Delete event: 21
Issue comment event: 1
Push event: 254
Pull request review event: 2
Pull request review comment event: 2
Pull request event: 16
Fork event: 3

Committers

Last synced: 7 months ago

All Time

Total Commits: 1,468
Total Committers: 13
Avg Commits per committer: 112.923
Development Distribution Score (DDS): 0.301

Past Year

Commits: 266
Committers: 3
Avg Commits per committer: 88.667
Development Distribution Score (DDS): 0.387

Top Committers

Name	Email	Commits
Simo Tukiainen	s**n@f**i	1,026
Tuomas Siipola	t**a@f**i	399
Anniina Korpinen	a**n@f**i	13
Niko Leskinen	n**n@f**i	12
Lauri Kangassalo	l**o@f**i	6
spirrobe	s****e	3
Moritz Lochmann	m**n@u**e	2
Willi Schimmel	w**l@u**e	2
swr99ejo	e**r@f**i	1
martin_rdz	3****z	1
griesche	4****e	1
Joseph Hardin	j**e@g**m	1
Andreas Foth	4****e	1

Committer Domains (Top 20 + Academic)

fmi.fi: 6 uni-leipzig.de: 2

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 22
Total pull requests: 114
Average time to close issues: 3 months
Average time to close pull requests: 11 days
Total issue authors: 11
Total pull request authors: 14
Average comments per issue: 2.09
Average comments per pull request: 0.31
Merged pull requests: 100
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 1
Pull requests: 25
Average time to close issues: N/A
Average time to close pull requests: 9 days
Issue authors: 1
Pull request authors: 4
Average comments per issue: 0.0
Average comments per pull request: 0.04
Merged pull requests: 17
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

spirrobe (5)
WillyWallace (3)
griesche (3)
ekschuman (3)
josephhardinee (2)
syedhamidali (1)
tukiains (1)
HolgerPollyNet (1)
KarlJohnsonnn (1)
pablosaa (1)
martin-rdz (1)

Pull Request Authors

tukiains (71)
siiptuo (18)
nikoleskinen (5)
KorpinenA (3)
shenganzhang (2)
spirrobe (2)
griesche (2)
lakka (2)
KarlJohnsonnn (2)
MoLochmann (2)
Haoyu-Gao (2)
WillyWallace (1)
josephhardinee (1)
martin-rdz (1)

Top Labels

Issue Labels

enhancement (1)

Pull Request Labels

Packages

Total packages: 2
Total downloads:
- pypi 3,017 last-month

Total dependent packages: 1
(may contain duplicates)
Total dependent repositories: 1
(may contain duplicates)
Total versions: 655
Total maintainers: 3

proxy.golang.org: github.com/actris-cloudnet/cloudnetpy

Documentation: https://pkg.go.dev/github.com/actris-cloudnet/cloudnetpy#section-documentation
License: mit
Latest release: v1.80.8
published 6 months ago

Versions: 331
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 5.4%

Average: 5.6%

Dependent repos count: 5.8%

Last synced: 6 months ago

pypi.org: cloudnetpy

Python package for Cloudnet processing

Homepage: https://github.com/actris-cloudnet/cloudnetpy
Documentation: https://actris-cloudnet.github.io/cloudnetpy/
License: MIT License Copyright (c) 2019-2022 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: 1.80.8
published 6 months ago

Versions: 324
Dependent Packages: 1
Dependent Repositories: 1
Downloads: 3,017 Last month

Rankings

Dependent packages count: 4.8%

Downloads: 5.5%

Forks count: 8.1%

Average: 10.3%

Stargazers count: 11.8%

Dependent repos count: 21.5%

Maintainers (3)

cloudnet tukiains siiptuo

Last synced: 6 months ago

Dependencies

.github/workflows/publish.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
softprops/action-gh-release v1 composite

.github/workflows/test.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

docs/requirements.txt pypi

sphinx ==5.3.0
sphinx-rtd-theme ==1.1.1

pyproject.toml pypi

cloudnetpy_qc >=1.13.8
matplotlib *
mwrpy >=0.4.3
netCDF4 *
requests *
rpgpy >=0.14.5
scikit-image *
scipy *

.github/workflows/docs.yaml actions

actions/checkout v4 composite
actions/deploy-pages v2 composite
actions/setup-python v4 composite
actions/upload-pages-artifact v2 composite

CloudnetPy

Science Score: 100.0%

Scientific Fields

Repository

Basic Info

Statistics

Metadata Files

README.md

CloudnetPy

Installation

Option 1: From PyPI

Option 2: From the source

Verification

Citing

Contributing

Development

License

Owner

JOSS Publication

CloudnetPy: A Python package for processing cloud remote sensing data

Authors

Editor

Tags

Citation (CITATION.cff)

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

proxy.golang.org: github.com/actris-cloudnet/cloudnetpy

Rankings

pypi.org: cloudnetpy

Rankings

Maintainers (3)

Dependencies