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wam2layers

Atmospheric moisture tracking

https://github.com/wam2layers/wam2layers

Science Score: 77.0%

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 6 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ✓
    Committers with academic emails
    1 of 9 committers (11.1%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.0%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Atmospheric moisture tracking

Basic Info
Statistics
  • Stars: 54
  • Watchers: 7
  • Forks: 20
  • Open Issues: 30
  • Releases: 11
Created almost 4 years ago · Last pushed 7 months ago
Metadata Files
Readme Changelog License Citation

README.md

WAM2layers

DOI Documentation Status PyPI

WAM2layers is an atmospheric moisture tracking model. It can be used to determine where precipitation originally evaporated (backward tracking), or where evaporated moisture eventually ends up (forward tracking).

Reference paper: Atmospheric moisture tracking with WAM2layers v3

https://user-images.githubusercontent.com/17080502/233834536-a82ca96d-e303-4592-a588-472097ebe6c5.mp4

The animation above illustrates the concept of backward tracking: you first see the water content and fluxes in the tracking domain move forward in time (left panel). Midway through, the animation reverses and the moisture from the "tagging region" is tracked backward in time (right panel).

How does it work

The simplest experiment with WAM2layers could look like this

sh pip install wam2layers[viz] wam2layers download example-input-eiffel cd example-input-eiffel wam2layers preprocess era5 config-eiffel.yaml wam2layers track config-eiffel.yaml wam2layers visualize output config-eiffel.yaml

See the documentation for a more detailed description. We also have a video walkthrough!

Finding help

```mermaid graph TD A[Question or idea?] --> B[Check existing resources:
Documentation, Discussion forum, Open issues] B --> |Still unresolved?| C[Start a new discussion
Briefly introduce yourself and your use case and provide relevant context, e.g. config files] C --> |Work needed?| D[Discussion is converted to issue] D --> |Want to contribute?| E[See Developer guide] D --> F[Wait for others to hopefully work on it]

class A startStep;
classDef startStep fill:#f9f,stroke:#333,stroke-width:4px,font-size:16px;

```

Other versions

This is the official codebase for the WAM-2layers moisture tracking model as of 18/03/2022, but there are still several other (older) versions around:

Reuse and acknowledgement

This code is currently developed by a core team: Ruud van der Ent (Delft University of Technology) Imme Benedict (Wageningen University) Chris Weijenborg (Wageningen University) Peter Kalverla (Netherlands eScienceCenter) Bart Schilperoort (Netherlands eScience Center)

We are proudly part of open-sustainable-technology.

If you use the code for a publication, please cite it using the DOI of the appropriate release and the following paper : Atmospheric moisture tracking with WAM2layers v3

Owner

  • Name: WAM2layersTeam
  • Login: WAM2layers
  • Kind: organization

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: WAM2layers
message: >-
  Please use the citation information if you used the
  WAM2layers code in your (academic) work.
type: software
authors:
  - given-names: Ruud J
    family-names: van der Ent
    affiliation: Delft University of Technology
    orcid: 'https://orcid.org/0000-0001-5450-4333'
  - given-names: Imme Bo
    family-names: Benedict
    affiliation: Wageningen University
    orcid: 'https://orcid.org/0000-0002-1946-6332'
  - given-names: Chris
    family-names: Weijenborg
    affiliation: Wageningen University
    orcid: 'https://orcid.org/0000-0003-1663-2806'
  - given-names: Bart
    family-names: Schilperoort
    affiliation: Netherlands eScience Center
    orcid: 'https://orcid.org/0000-0003-4487-9822'
  - given-names: Yang
    family-names: Liu
    affiliation: Netherlands eScience Center
    orcid: 'https://orcid.org/0000-0002-1966-8460'
  - given-names: Elizabeth
    family-names: Barnes
    affiliation: Colorado State University
    orcid: 'https://orcid.org/0000-0001-7471-9980'
  - given-names: Tolga
    family-names: Cömert
  - given-names: Niek
    family-names: van de Koppel
  - given-names: Liang
    family-names: Guo
    orcid: 'https://orcid.org/0000-0002-6004-3884'
  - given-names: Vincent
    family-names: de Feiter
    affiliation: Wageningen University
    orcid: 'https://orcid.org/0009-0006-6363-7932'
  - given-names: Peter
    family-names: Kalverla
    affiliation: Netherlands eScience Center
    orcid: 'https://orcid.org/0000-0002-5025-7862'
repository-code: 'https://github.com/WAM2layers/WAM2layers'
abstract: >-
  WAM2layers is an atmospheric moisture-tracking
  model that can be used to determine where
  precipitation originally evaporated (backward tracking),
  or where evaporated moisture eventually ends up
  (forward tracking).
keywords:
  - moisture tracking
  - hydrological cycle
  - meteorology
  - python
  - moisture recycling
  - atmospheric rivers
  - Eulerian
license: Apache-2.0
identifiers:
  - description: Latest version of software
    type: doi
    value: '10.5281/zenodo.7010594'

GitHub Events

Total
  • Create event: 23
  • Release event: 2
  • Issues event: 34
  • Watch event: 11
  • Delete event: 18
  • Issue comment event: 67
  • Push event: 78
  • Pull request review event: 31
  • Pull request review comment event: 18
  • Pull request event: 40
  • Fork event: 2
Last Year
  • Create event: 23
  • Release event: 2
  • Issues event: 34
  • Watch event: 11
  • Delete event: 18
  • Issue comment event: 67
  • Push event: 78
  • Pull request review event: 31
  • Pull request review comment event: 18
  • Pull request event: 40
  • Fork event: 2

Committers

Last synced: 6 months ago

All Time
  • Total Commits: 332
  • Total Committers: 9
  • Avg Commits per committer: 36.889
  • Development Distribution Score (DDS): 0.587
Past Year
  • Commits: 23
  • Committers: 3
  • Avg Commits per committer: 7.667
  • Development Distribution Score (DDS): 0.565
Top Committers
Name Email Commits
Peter Kalverla p****a@g****m 137
Ruud van der Ent r****t@t****l 65
Bart Schilperoort b****t@e****l 39
Imme1992 i****t@w****l 35
Chris weijenborg C****g@w****l 19
Yang y****u@e****l 17
vincentdefeiter v****r@h****m 16
Yang l****h@g****m 3
Elizabeth Barnes 2****0 1
Committer Domains (Top 20 + Academic)
wur.nl: 2 esciencecenter.nl: 2 tudelft.nl: 1 gmx.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 113
  • Total pull requests: 97
  • Average time to close issues: 6 months
  • Average time to close pull requests: about 1 month
  • Total issue authors: 19
  • Total pull request authors: 9
  • Average comments per issue: 2.19
  • Average comments per pull request: 1.63
  • Merged pull requests: 83
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 23
  • Pull requests: 27
  • Average time to close issues: 30 days
  • Average time to close pull requests: 10 days
  • Issue authors: 8
  • Pull request authors: 3
  • Average comments per issue: 1.17
  • Average comments per pull request: 0.56
  • Merged pull requests: 24
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • Peter9192 (36)
  • ruudvdent (21)
  • BSchilperoort (21)
  • Imme1992 (11)
  • chrisweij (5)
  • everson-ufsm (3)
  • Haitao1997 (2)
  • Kevin-Cha0 (1)
  • WenyuZhou-4 (1)
  • ajkldsfa (1)
  • supershy44 (1)
  • 1277820238 (1)
  • vincentdefeiter (1)
  • longbiao1993 (1)
  • cccccoldrun (1)
Pull Request Authors
  • Peter9192 (46)
  • BSchilperoort (44)
  • ruudvdent (28)
  • chrisweij (5)
  • vincentdefeiter (5)
  • geek-yang (4)
  • Imme1992 (3)
  • WenyuZhou-4 (2)
  • eabarnes1010 (1)
Top Labels
Issue Labels
preprocessing (11) tracking (9) bug (8) documentation (8) enhancement (7) student project (4) testing (4) visualization (3) cli (2) prio:low (1) prio (1) good first issue (1)
Pull Request Labels
prio:low (2) bug (1)

Packages

  • Total packages: 3
  • Total downloads:
    • pypi 53 last-month
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 0
    (may contain duplicates)
  • Total versions: 31
  • Total maintainers: 5
proxy.golang.org: github.com/wam2layers/wam2layers
  • Versions: 11
  • 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
proxy.golang.org: github.com/WAM2layers/WAM2layers
  • Versions: 11
  • 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: wam2layers

Atmospheric moisture tracking model

  • Versions: 9
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 53 Last month
Rankings
Dependent packages count: 6.6%
Average: 18.6%
Dependent repos count: 30.6%
Maintainers (5)
BSchilperoort Peter9192 ruudvdent ChrisWeij Imme1992
Last synced: 6 months ago

Dependencies

pyproject.toml pypi
  • click *
  • cmocean *
  • dask >=2022.11
  • distributed >=2022.11
  • matplotlib *
  • netcdf4 *
  • numpy *
  • pandas >=1.4.0
  • psutil *
  • pydantic *
  • pyyaml *
  • scipy *
  • xarray *
.github/workflows/ci.yaml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite