https://github.com/aaronspring/climpred-cloud-demo

Try climpred on CMIP6 DCPP output in the cloud.
https://github.com/aaronspring/climpred-cloud-demo

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Try climpred on CMIP6 DCPP output in the cloud.

• Host: GitHub
• URL: https://github.com/aaronspring/climpred-cloud-demo
• Owner: aaronspring
• License: other
• Created: 2020-02-18T20:54:03.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-10-23T09:49:58.000Z (about 4 years ago)
• Last Synced: 2024-01-28T19:42:10.145Z (10 months ago)
• Language: Jupyter Notebook
• Homepage: https://www.climpred.readthedocs.io/
• Size: 453 KB
• Stars: 1
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

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README

        
=============================

climpred-cloud-demo

=============================

Try `climpred `_ on CMIP6 DCPP output in the cloud.

.. image:: https://i.imgur.com/HPOdOsR.png

`climpred `_ is an xarray wrapper for analysis of ensemble forecast models for climate prediction.

Try these notebooks on pangeo.binder.io_.

.. image:: https://binder.pangeo.io/badge_logo.svg

   :target: https://binder.pangeo.io/v2/gh/aaronspring/climpred-cloud-demo/master?urlpath=lab?filepath=notebooks%2Fclimpred_DCPP_cloud.ipynb

See http://pangeo.io for more information.

Features

--------

* access CMIP6 data in the cloud:

  - DCPP hindcast

  - CMIP historical

  - observations

* calculate skill with `climpred `_

* bootstrapping significant skill with `climpred `_

Todo

----

* get useful number of workers and memory

* get bootstrapping scaling with dask