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mesmer

spatially-resolved ESM-specific multi-scenario initial-condition ensemble emulator

https://github.com/MESMER-group/mesmer

Science Score: 49.0%

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

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 4 DOI reference(s) in README
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    4 of 15 committers (26.7%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.2%) to scientific vocabulary

Keywords from Contributors

climate-change climate
Last synced: 7 months ago · JSON representation

Repository

spatially-resolved ESM-specific multi-scenario initial-condition ensemble emulator

Basic Info
Statistics
  • Stars: 28
  • Watchers: 3
  • Forks: 21
  • Open Issues: 57
  • Releases: 5
Created about 5 years ago · Last pushed 7 months ago
Metadata Files
Readme Changelog License Roadmap Authors

README.rst 

MESMER: spatially resolved Earth System Model emulations
--------------------------------------------------------
**MESMER** is a **M**\ odular **E**\ arth **S**\ ystem **M**\ odel **E**\ mulator with
spatially **R**\ esolved output, which stochastically creates Earth System
Model-specific spatio-temporally correlated climate variable field realizations at a
negligible computational cost.

In combination with a global mean temperature emulator, MESMER can account for all three
major sources of climate change projection uncertainty at the local scale: (i) internal
variability uncertainty, i.e., unforced natural climate variability; (ii) forced climate
response uncertainty, i.e., the Earth’s system response to forced natural changes (solar
and volcanic) and human influences (greenhouse gas and aerosol emissions, land use
changes etc.); and (iii) emission uncertainty, i.e., uncertainty in the emission pathway
humans decide to follow. An interface between MESMER and global mean temperature
emulators can be found at https://github.com/MESMER-group/mesmer-openscmrunner.

MESMER is under active development both scientifically and technically. Future work will
increase its user friendliness and extend its emulation capabilities to include
additional emulation methods and target climate variables.

Citing MESMER
-------------

Scientific publications using MESMER should cite the following publication:

  Beusch, L., Gudmundsson, L., and Seneviratne, S. I.: Emulating Earth system model
  temperatures with MESMER: from global mean temperature trajectories to grid-point-level
  realizations on land, Earth Syst. Dynam., 11, 139–159,
  https://doi.org/10.5194/esd-11-139-2020, 2020.

If MESMER is used to emulate multiple emission pathways and/or in combination with a
global mean emulator, the following publication should additionally be cited:

  Beusch, L., Nicholls, Z., Gudmundsson, L., Hauser, M., Meinshausen, M., and Seneviratne,
  S. I.: From emission scenarios to spatially resolved projections with a chain of
  computationally efficient emulators: coupling of MAGICC (v7.5.1) and MESMER (v0.8.3),
  Geosci. Model Dev., 15, 2085–2103, https://doi.org/10.5194/gmd-15-2085-2022, 2022.

License
-------

Copyright (c) 2021 ETH Zurich, MESMER contributors listed in AUTHORS.

MESMER is free software; you can redistribute it and/or modify it under the terms of the
GNU General Public License as published by the Free Software Foundation, version 3  or
(at your option) any later version.

MESMER is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY;
without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with MESMER. If
not, see https://www.gnu.org/licenses/.

The full list of code contributors can be found in AUTHORS or on
`github.com/contributors `_

Mesmer bundles data for analysis, tutorials, and testing:

- CMIP6 data from IPSL-CM6A-LR model, available under a `CC BY 4.0 `__ license.
  Used in tutorial notebooks and tests.

- Stratospheric aerosol optical depth data sourced licensed as `Creative Commons Zero `__.
  Used to estimate the volcanic influence.

For details see `data README `_.

Owner

  • Name: MESMER-group
  • Login: MESMER-group
  • Kind: organization

GitHub Events

Total
  • Issues event: 96
  • Watch event: 5
  • Delete event: 14
  • Issue comment event: 435
  • Push event: 135
  • Pull request event: 297
  • Pull request review comment event: 281
  • Pull request review event: 249
  • Fork event: 2
  • Create event: 15
Last Year
  • Issues event: 96
  • Watch event: 5
  • Delete event: 14
  • Issue comment event: 435
  • Push event: 135
  • Pull request event: 297
  • Pull request review comment event: 281
  • Pull request review event: 249
  • Fork event: 2
  • Create event: 15

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 547
  • Total Committers: 15
  • Avg Commits per committer: 36.467
  • Development Distribution Score (DDS): 0.327
Past Year
  • Commits: 201
  • Committers: 5
  • Avg Commits per committer: 40.2
  • Development Distribution Score (DDS): 0.294
Top Committers
Name Email Commits
Mathias Hauser m****e@u****m 368
Victoria 1****i@u****m 84
dependabot[bot] 4****]@u****m 23
Lea Beusch l****h@u****m 21
pre-commit-ci[bot] 6****]@u****m 17
Lea Beusch l****h@h****m 9
Zeb Nicholls z****s@c****g 9
yquilcaille 4****e@u****m 5
snath-xoc 5****c@u****m 3
Lea Beusch b****l@s****h 2
Mathias Hauser m****r@e****h 2
Lea Beusch l****h@h****h 1
l-pierini l****i@e****h 1
readthedocs-assistant 9****t@u****m 1
woodhome23 4****3@u****m 1
Committer Domains (Top 20 + Academic)
env.ethz.ch: 2 hotmail.ch: 1 student.ethz.ch: 1 climate-energy-college.org: 1

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 190
  • Total pull requests: 706
  • Average time to close issues: 10 months
  • Average time to close pull requests: 14 days
  • Total issue authors: 13
  • Total pull request authors: 11
  • Average comments per issue: 1.51
  • Average comments per pull request: 2.16
  • Merged pull requests: 617
  • Bot issues: 5
  • Bot pull requests: 58
Past Year
  • Issues: 65
  • Pull requests: 337
  • Average time to close issues: 15 days
  • Average time to close pull requests: 5 days
  • Issue authors: 7
  • Pull request authors: 6
  • Average comments per issue: 1.15
  • Average comments per pull request: 2.04
  • Merged pull requests: 286
  • Bot issues: 5
  • Bot pull requests: 35
View more stats
Top Authors
Issue Authors
  • mathause (135)
  • veni-vidi-vici-dormivi (24)
  • znicholls (9)
  • leabeusch (9)
  • github-actions[bot] (4)
  • sarasita (2)
  • yquilcaille (1)
  • 251925209391 (1)
  • jschwaab (1)
  • l-pierini (1)
  • dongjinchi (1)
  • snath-xoc (1)
  • pre-commit-ci[bot] (1)
Pull Request Authors
  • mathause (462)
  • veni-vidi-vici-dormivi (166)
  • dependabot[bot] (30)
  • pre-commit-ci[bot] (28)
  • yquilcaille (9)
  • snath-xoc (3)
  • 925209391 (2)
  • sarasita (2)
  • l-pierini (2)
  • znicholls (1)
  • nikhilnarla (1)
Top Labels
Issue Labels
enhancement (18) good first issue (13) topic-stats (11) topic-MESMER_X (10) topic-MESMER_M (10) topic-maintenance (7) topic-documentation (5) question (4) breaking-change (4) CI (4) bug (3) tests (3) topic-performance (3) wontfix (2) topic-io (2) priority:high (1) run-upstream (1) topic-tests (1) topic-dependencies (1) documentation (1)
Pull Request Labels
topic-dependencies (25) run-upstream (13) topic-MESMER_X (7) dependencies (5) topic-tests (2) topic-MESMER_M (1) github_actions (1)

Packages

  • Total packages: 4
  • Total downloads:
    • pypi 20 last-month
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 2
    (may contain duplicates)
  • Total versions: 28
  • Total maintainers: 2
proxy.golang.org: github.com/mesmer-group/mesmer
  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.8%
Last synced: 7 months ago
proxy.golang.org: github.com/MESMER-group/mesmer
  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.8%
Last synced: 7 months ago
pypi.org: mesmer-emulator

Modular Earth System Model Emulator with spatially Resolved output

  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 20 Last month
Rankings
Dependent packages count: 10.1%
Forks count: 10.5%
Stargazers count: 13.7%
Average: 17.7%
Dependent repos count: 21.5%
Downloads: 32.7%
Maintainers (2)
znicholls mathause
Last synced: 7 months ago
conda-forge.org: mesmer
  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 1
Rankings
Dependent repos count: 24.4%
Average: 43.7%
Forks count: 45.0%
Dependent packages count: 51.6%
Stargazers count: 53.7%
Last synced: 7 months ago

Dependencies

.github/workflows/ci-cd-workflow.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
  • codecov/codecov-action v3 composite
  • mamba-org/provision-with-micromamba v15 composite
  • pypa/gh-action-pypi-publish master composite
pyproject.toml pypi
setup.py pypi
docs/environment.yml pypi
environment.yml pypi