uxarray

Xarray extension for unstructured climate and global weather data analysis and visualization.

https://github.com/uxarray/uxarray

Science Score: 64.0%

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
✓
Academic publication links
Links to: zenodo.org
✓
Committers with academic emails
7 of 28 committers (25.0%) from academic institutions
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (16.3%) to scientific vocabulary

Keywords

geoscience ugrid unstructured-grids

Keywords from Contributors

oceanography ocean physical-oceanography exoplanet energy-system hydrology mesh dynamics mri utility-functions

Scientific Fields

Mathematics Computer Science - 84% confidence

Artificial Intelligence and Machine Learning Computer Science - 62% confidence

Earth and Environmental Sciences Physical Sciences - 42% confidence

Last synced: 4 months ago · JSON representation ·

Repository

Xarray extension for unstructured climate and global weather data analysis and visualization.

Basic Info

Host: GitHub
Owner: UXARRAY
License: apache-2.0
Language: Python
Default Branch: main
Homepage: https://uxarray.readthedocs.io/
Size: 162 MB

Statistics

Stars: 199
Watchers: 13
Forks: 41
Open Issues: 129
Releases: 50

Topics

geoscience ugrid unstructured-grids

Created about 4 years ago · Last pushed 4 months ago

Metadata Files

Readme Contributing License Code of conduct Citation

Xarray extension for unstructured climate and global weather data

Github release

UXarray aims to address the geoscience community's need for tools that enable standard data analysis techniques to operate directly on unstructured grid data. UXarray provides Xarray-styled functionality to better read in and use unstructured grid datasets that follow standard conventions, including UGRID, MPAS, ICON, SCRIP, ESMF, FESOM2, and Exodus grid formats. This effort is a result of the collaboration between Project Raijin (NSF NCAR and Pennsylvania State University) and the SEATS Project (Argonne National Laboratory, UC Davis, and Lawrence Livermore National Laboratory). The UXarray team welcomes community members to become part of this collaboration at any level of contribution.

UXarray is implemented in pure Python and does not explicitly contain or require any compiled code. This makes UXarray more accessible to the general Python community. Any contributions to this repository in pure Python are welcome and documentation for contribution guidelines can be found when clicking New Issue under the Issues tab in the UXarray repository.

Why is the name "UXarray"?

We have created UXarray based on Xarray (via inheritance of Xarray Dataset and DataArray classes), a Pangeo ecosystem package commonly-used for structured grids recognition, to support reading and recognizing unstructured grid model outputs. We picked the name "UXarray" (pronounced "you-ex-array"), with the "U" representing unstructured grids.

Documentation

UXarray Documentation

Contributor’s Guide

Installation

Project Raijin Homepage

SEATS Project Homepage

Contributors

Thank you to all of our contributors!

Citing UXarray

If you'd like to cite our work, please follow How to cite UXarray.

Support

Project Raijin, entitled "Collaborative Research: EarthCube Capabilities: Raijin: Community Geoscience Analysis Tools for Unstructured Mesh Data", was awarded by NSF 21-515 EarthCube (Award Number (FAIN): 2126458) on 08/19/2021. The award period of performance has a start date of 09/01/2021 and end date of 08/31/2024.

SEATS is funded by the Regional and Global Modeling and Analysis (RGMA) program area in the U.S. Department of Energy (DOE) Earth and Environmental System Modeling Program which is part of the Earth and Environmental Systems Sciences Division of the Office of Biological and Environmental Research in DOE’s Office of Science.

EarthCube aims to transform the conduct of geosciences research by developing and maintaining a well-connected and facile environment that improves access, sharing, visualization, and analysis of data and related resources.

Pangeo supports collaborative efforts to develop software and infrastructure to enable Big Data geoscience research.

Owner

Name: UXARRAY
Login: UXARRAY
Kind: organization

Repositories: 1
Profile: https://github.com/UXARRAY

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use the UXarray software, please cite it as suggested here."
authors:
- family-names: "Chen"
  given-names: "Amber"
  orcid: "https://orcid.org/0009-0001-3281-4514"
- family-names: "Chen"
  given-names: "Hongyu"
  orcid: "https://orcid.org/0000-0001-7743-4761"
- family-names: "Chmielowiec"
  given-names: "Philip"
  orcid: "https://orcid.org/0009-0001-4744-1511"
- family-names: "Clyne"
  given-names: "John"
  orcid: "https://orcid.org/0000-0003-2788-9017"
- family-names: "Eroglu"
  given-names: "Orhan"
  orcid: "https://orcid.org/0000-0003-3099-8775"
- family-names: "Franda"
  given-names: "Ian"
  orcid: "https://orcid.org/0009-0003-0192-6649"
- family-names: "Jacob"
  given-names: "Robert"
  orcid: "https://orcid.org/0000-0002-9444-6593"
- family-names: "Jain"
  given-names: "Rajeev"
  orcid: "https://orcid.org/0000-0002-1235-918X"
- family-names: "Medeiros"
  given-names: "Brian"
  orcid: "https://orcid.org/0000-0003-2188-4784"
- family-names: "Sizemore"
  given-names: "Michaela"
- family-names: "Tam"
  given-names: "Rachel"
  orcid: "https://orcid.org/0000-0002-3415-3879"
- family-names: "Ullrich"
  given-names: "Paul"
  orcid: "https://orcid.org/0000-0003-4118-4590"
- family-names: "Zacharias"
  given-names: "Anissa"
  orcid: "https://orcid.org/0000-0002-2666-8493"
- family-names: "Zarzycki"
  given-names: "Colin"
- family-names: "Zedwick"
  given-names: "Aaron"
  orcid: "https://orcid.org/0000-0003-3229-3381"
title: "uxarray"
abstract: "Xarray extension for unstructured climate and global weather data analysis and visualization."
license: Apache-2.0
doi: 10.5281/zenodo.5655065
url: "https://uxarray.readthedocs.io/"
repository-code: "https://github.com/UXARRAY/uxarray"

GitHub Events

Total

Create event: 133
Release event: 13
Issues event: 236
Watch event: 41
Delete event: 136
Member event: 1
Issue comment event: 614
Push event: 1,204
Pull request review comment event: 468
Pull request review event: 598
Pull request event: 305
Fork event: 9

Last Year

Create event: 133
Release event: 13
Issues event: 236
Watch event: 41
Delete event: 136
Member event: 1
Issue comment event: 615
Push event: 1,205
Pull request review comment event: 468
Pull request review event: 598
Pull request event: 306
Fork event: 9

Committers

Last synced: 5 months ago

All Time

Total Commits: 1,785
Total Committers: 28
Avg Commits per committer: 63.75
Development Distribution Score (DDS): 0.64

Past Year

Commits: 340
Committers: 15
Avg Commits per committer: 22.667
Development Distribution Score (DDS): 0.659

Top Committers

Name	Email	Commits
Philip Chmielowiec	6****2	643
Rajeev Jain	r**a@g**m	275
erogluorhan	e**n@g**m	220
Hongyu Chen	h**n@u**u	185
Aaron Zedwick	a**k@g**m	107
michaelavs	m**e@g**m	101
anissa111	a**z@u**u	84
dependabot[bot]	4****]	74
pre-commit-ci[bot]	6****]	43
Kijin Nam	k**m@w**v	7
Paul Ullrich	p**h@u**u	7
Mario Rodriguez	m**z@u**u	7
David Ahijevych	a**c@u**u	6
Heather Craker	h**r@u**u	3
Ian Franda	1****a	3
Joe Schoonover	1****e	3
Alea Kootz	2****e	2
Filipe	o**f@g**m	2
Katelyn FitzGerald	7****d	2
Rachel Tam	1****2	2
egallmeier	e**r@u**u	2
Paul Gierz	p**z@a**e	1
Maxime Liquet	3****t	1
Kristen Thyng	k**g@g**m	1
Joshua Pan	j**4@g**m	1
Florian Ziemen	f****n	1
Rajeev Jain	r**a@@g**m	1
David Galicia	5****3	1

Committer Domains (Top 20 + Academic)

ucar.edu: 5 ucdavis.edu: 2 : 1 awi.de: 1 water.ca.gov: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 626
Total pull requests: 817
Average time to close issues: 4 months
Average time to close pull requests: 24 days
Total issue authors: 47
Total pull request authors: 23
Average comments per issue: 1.1
Average comments per pull request: 2.63
Merged pull requests: 608
Bot issues: 0
Bot pull requests: 163

Past Year

Issues: 183
Pull requests: 379
Average time to close issues: 21 days
Average time to close pull requests: 12 days
Issue authors: 29
Pull request authors: 15
Average comments per issue: 0.42
Average comments per pull request: 1.92
Merged pull requests: 268
Bot issues: 0
Bot pull requests: 107

View more stats

Top Authors

Issue Authors

philipc2 (340)
erogluorhan (82)
hongyuchen1030 (47)
aaronzedwick (33)
rajeeja (32)
anissa111 (14)
kjnam (12)
ahijevyc (8)
kafitzgerald (4)
jpan84 (4)
clyne (4)
fluidnumerics-joe (4)
zarzycki (4)
wwieder (2)
michaelavs (2)

Pull Request Authors

philipc2 (374)
dependabot[bot] (92)
pre-commit-ci[bot] (71)
aaronzedwick (69)
rajeeja (57)
hongyuchen1030 (44)
erogluorhan (43)
ahijevyc (12)
kjnam (12)
fluidnumerics-joe (8)
rytam2 (6)
anissa111 (5)
kafitzgerald (5)
jpan84 (4)
zmoon (2)

Top Labels

Issue Labels

new feature (207) bug (120) enhancement (61) documentation (45) improvement (32) release (29) CI (15) community support (13) redesign (13) high priority (10) dependencies (9) scalability (8) help wanted (7) testing (6) multiprecision (3) good first issue (3) question (2) uchicago-hack (2) invalid (1) run-benchmark (1)

Pull Request Labels

dependencies (97) documentation (48) run-benchmark (41) bug (33) new feature (27) improvement (24) enhancement (19) scalability (16) CI (15) github_actions (9) multiprecision (7) help wanted (6) redesign (5) release (4) community support (4) high priority (4) testing (3)

Packages

Total packages: 4
Total downloads:
- pypi 30,121 last-month

Total dependent packages: 3
(may contain duplicates)
Total dependent repositories: 3
(may contain duplicates)
Total versions: 84
Total maintainers: 2

proxy.golang.org: github.com/UXARRAY/uxarray

Documentation: https://pkg.go.dev/github.com/UXARRAY/uxarray#section-documentation
License: apache-2.0
Latest release: v2024.12.0+incompatible
published about 1 year ago

Versions: 14
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 5.4%

Average: 5.6%

Dependent repos count: 5.8%

Last synced: 4 months ago

proxy.golang.org: github.com/uxarray/uxarray

Documentation: https://pkg.go.dev/github.com/uxarray/uxarray#section-documentation
License: apache-2.0
Latest release: v2024.12.0+incompatible
published about 1 year ago

Versions: 14
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 5.4%

Average: 5.6%

Dependent repos count: 5.8%

Last synced: 4 months ago

pypi.org: uxarray

Xarray extension for unstructured climate and global weather data analysis and visualization.

Documentation: https://uxarray.readthedocs.io/
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We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives. Copyright 2019 University Corporation for Atmospheric Research Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
Latest release: 2025.8.0
published 4 months ago

Versions: 49
Dependent Packages: 3
Dependent Repositories: 1
Downloads: 30,121 Last month

Rankings

Stargazers count: 6.9%

Dependent packages count: 7.4%

Forks count: 8.3%

Average: 12.2%

Downloads: 16.2%

Dependent repos count: 22.2%

Maintainers (2)

erogluorhan philipc2

Last synced: 4 months ago

conda-forge.org: uxarray

Uxarray aims to address the geoscience community need for tools that enable standard data analysis techniques to operate directly on unstructured grid data. Uxarray will provide Xarray styled functions to better read in and use unstructured grid datasets that follow standard conventions, including UGRID, SCRIP, Exodus and shapefile formats. This effort is a result of the collaboration between Project Raijin (NCAR and Pennsylvania State University) and the SEATS Project (Argonne National Laboratory, UC Davis, and Lawrence Livermore National Laboratory). The Uxarray team welcomes other community members to become part of this collaboration at any level of contribution.

Homepage: https://github.com/UXARRAY/uxarray
License: Apache-2.0
Latest release: 2022.11.0
published about 3 years ago

Versions: 7
Dependent Packages: 0
Dependent Repositories: 2

Rankings

Dependent repos count: 20.2%

Stargazers count: 35.4%

Average: 37.8%

Forks count: 43.8%

Dependent packages count: 51.6%

Last synced: 4 months ago

Dependencies

requirements.txt pypi

xarray *

.github/workflows/ci.yml actions

actions/checkout v3 composite
codecov/codecov-action v3.1.1 composite
conda-incubator/setup-miniconda v2 composite
styfle/cancel-workflow-action 0.11.0 composite

.github/workflows/pre-commit.yml actions

actions/checkout v3 composite
actions/setup-python v4.5.0 composite
pre-commit/action v3.0.0 composite

.github/workflows/pypi.yaml actions

actions/checkout v3 composite
actions/setup-python v4.5.0 composite
pypa/gh-action-pypi-publish v1.6.1 composite

.github/workflows/upstream-dev-ci.yml actions

actions/checkout v3 composite
conda-incubator/setup-miniconda v2 composite
styfle/cancel-workflow-action 0.11.0 composite

ci/environment.yml conda

dask
matplotlib-base
netcdf4
numba
numpy
pandas <2.1.0
pathlib
pre_commit
pyarrow <13.0.0
pytest
pytest-cov
requests
scikit-learn
scipy
shapely
spatialpandas
xarray

setup.py pypi

uxarray

Science Score: 64.0%

Keywords

Keywords from Contributors

Scientific Fields

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

Xarray extension for unstructured climate and global weather data

Why is the name "UXarray"?

Documentation

Contributors

Citing UXarray

Support

Owner

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/UXARRAY/uxarray

Rankings

proxy.golang.org: github.com/uxarray/uxarray

Rankings

pypi.org: uxarray

Rankings

Maintainers (2)

conda-forge.org: uxarray

Rankings

Dependencies