Skip to main content

Climate downscaling using cmip6 data

Project description

CarbonPlan monogram.

carbonplan / cmip6-downscaling

climate downscaling using cmip6 data

CI PyPI License: MIT

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

python -m pip install cmip6_downscaling

usage

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.

import intake
cat = intake.open_esm_datastore(
  'https://cpdataeuwest.blob.core.windows.net/cp-cmip/version1/catalogs/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:

import xarray as xr
xr.open_zarr('https://cpdataeuwest.blob.core.windows.net/cp-cmip/version1/data/DeepSD/ScenarioMIP.CCCma.CanESM5.ssp245.r1i1p1f1.day.DeepSD.pr.zarr')

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.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cmip6_downscaling-1.1.1.tar.gz (3.3 MB view details)

Uploaded Source

Built Distribution

cmip6_downscaling-1.1.1-py3-none-any.whl (77.5 kB view details)

Uploaded Python 3

File details

Details for the file cmip6_downscaling-1.1.1.tar.gz.

File metadata

  • Download URL: cmip6_downscaling-1.1.1.tar.gz
  • Upload date:
  • Size: 3.3 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.0.0 CPython/3.12.3

File hashes

Hashes for cmip6_downscaling-1.1.1.tar.gz
Algorithm Hash digest
SHA256 212ebac77645544b366f53b3921682b487cb64648090ef500bcfdecc6c408b0b
MD5 82c71339a30050f3a1784a14458f8251
BLAKE2b-256 23905b9ae994563b69013e6d9c0411fb989275bc69befbec593c53bb5696e1de

See more details on using hashes here.

File details

Details for the file cmip6_downscaling-1.1.1-py3-none-any.whl.

File metadata

File hashes

Hashes for cmip6_downscaling-1.1.1-py3-none-any.whl
Algorithm Hash digest
SHA256 9d91aa24e086955be352a9a5918ca1293abb76ae10b54408b2769d725ebb9269
MD5 d064931ba7d20bcef1f42398580ea023
BLAKE2b-256 9a1a26a80b69aef4ccafe20329cc667b17f275b7a056528661e5300c023a610c

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page