cmip6-downscaling
Climate downscaling using CMIP6 data
Science Score: 36.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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✓Committers with academic emails
3 of 14 committers (21.4%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (14.8%) to scientific vocabulary
Keywords from Contributors
Scientific Fields
Repository
Climate downscaling using CMIP6 data
Basic Info
- Host: GitHub
- Owner: carbonplan
- License: mit
- Language: Jupyter Notebook
- Default Branch: main
- Homepage: https://docs.carbonplan.org/cmip6-downscaling
- Size: 17 MB
Statistics
- Stars: 195
- Watchers: 13
- Forks: 31
- Open Issues: 35
- Releases: 5
Metadata Files
README.md
carbonplan / cmip6-downscaling
climate downscaling using cmip6 data
This repository includes our tools/scripts/models/etc for climate downscaling. This work is described in more detail in a web article with a companion map tool to explore the data. We encourage you to reach out if you are interested in using the code or datasets by opening an issue or sending us an email.
install
shell
python -m pip install cmip6_downscaling
usage
python
from cmip6_downscaling.methods import ...
data access
There are two ways to access the data using Python.
First, the entire collection of datasets at daily timescales is available through an intake catalog using the following code snippet.
python
import intake
cat = intake.open_esm_datastore(
'https://rice1.osn.mghpcc.org/carbonplan/cp-cmip/version1/catalog/osn-rechunked-global-downscaled-cmip6.json'
)
You can check out this example Jupyter notebook to see how to access the data, perform some simple analysis, and download subsets.
You can also access the data by using the URL of an individual dataset. See the datasets page for a table of all available datasets in this collection with storage locations and other metadata. A code snippet showing how to use the URL is shown below:
python
import xarray as xr
xr.open_zarr('https://rice1.osn.mghpcc.org/carbonplan/cp-cmip/version1/rechunked_data/DeepSD/ScenarioMIP.CCCma.CanESM5.ssp245.r1i1p1f1.day.DeepSD.pr.zarr',chunks={})
license
All the code in this repository is MIT-licensed. Some of the data provided by this API is sourced from content made available under a CC-BY-4.0 license. We include attribution for this content, and we please request that you also maintain that attribution if using this data.
about us
CarbonPlan is a nonprofit organization that uses data and science for climate action. We aim to improve the transparency and scientific integrity of climate solutions with open data and tools. Find out more at carbonplan.org or get in touch by opening an issue or sending us an email.
Owner
- Name: carbonplan
- Login: carbonplan
- Kind: organization
- Email: hello@carbonplan.org
- Location: earth
- Website: carbonplan.org
- Twitter: carbonplanorg
- Repositories: 115
- Profile: https://github.com/carbonplan
Data and science for climate action
GitHub Events
Total
- Issues event: 1
- Watch event: 24
- Delete event: 1
- Issue comment event: 1
- Push event: 5
- Pull request review event: 1
- Pull request event: 2
- Fork event: 4
- Create event: 1
Last Year
- Issues event: 1
- Watch event: 24
- Delete event: 1
- Issue comment event: 1
- Push event: 5
- Pull request review event: 1
- Pull request event: 2
- Fork event: 4
- Create event: 1
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Oriana Chegwidden | o****a@c****g | 181 |
| Raphael Hagen | n****n@g****m | 176 |
| Joseph Hamman | j****n@u****u | 93 |
| Joe Hamman | j****e@c****g | 91 |
| Anderson Banihirwe | a****e@u****u | 42 |
| Max Jones | m****j@a****u | 41 |
| pre-commit-ci[bot] | 6****] | 34 |
| dependabot[bot] | 4****] | 22 |
| Cindy Chiao | 6****o | 17 |
| Oriana Chegwidden | o****n@O****l | 8 |
| Kata Martin | k****m@g****m | 5 |
| freeman-lab | t****b@g****m | 2 |
| Cindy Chiao | c****o@l****m | 1 |
| Joe Hamman | j****1@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 48
- Total pull requests: 290
- Average time to close issues: 2 months
- Average time to close pull requests: 10 days
- Total issue authors: 18
- Total pull request authors: 9
- Average comments per issue: 1.23
- Average comments per pull request: 1.0
- Merged pull requests: 235
- Bot issues: 0
- Bot pull requests: 54
Past Year
- Issues: 1
- Pull requests: 3
- Average time to close issues: N/A
- Average time to close pull requests: 3 days
- Issue authors: 1
- Pull request authors: 1
- Average comments per issue: 0.0
- Average comments per pull request: 0.33
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- orianac (11)
- jhamman (10)
- norlandrhagen (6)
- andersy005 (3)
- arbennett (2)
- chiaral (2)
- Afshinshafei (1)
- ShihengDuan (1)
- YueZhang99 (1)
- Prukutu (1)
- maxrjones (1)
- zhouyunzhouyun (1)
- andreall (1)
- mahm1846 (1)
- rg727 (1)
Pull Request Authors
- norlandrhagen (94)
- dependabot[bot] (40)
- andersy005 (37)
- jhamman (37)
- maxrjones (28)
- orianac (26)
- tcchiao (17)
- pre-commit-ci[bot] (15)
- katamartin (3)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- pypi 44 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 3
- Total maintainers: 3
pypi.org: cmip6-downscaling
Climate downscaling using cmip6 data
- Documentation: https://cmip6-downscaling.readthedocs.io/
- License: MIT
-
Latest release: 1.1.1
published almost 2 years ago
Rankings
Maintainers (3)
Dependencies
- actions/checkout v3 composite
- myst-nb
- numpydoc
- pip
- pre-commit
- python 3.9.*
- sphinx >=5.0
- sphinx-book-theme >=0.3.0