Name: ECMWF AIFS Single - dynamical.org Icechunk Zarr
Description: |
    <p>The Artificial Intelligence Forecasting System (AIFS) is a data driven forecast model developed by the European Centre for Medium-Range Weather Forecasts (ECMWF). This is the non-ensemble configuration of AIFS that produces a single forecast trace. AIFS is trained on ECMWF's ERA5 re-analysis and ECMWF's operational numerical weather prediction (NWP) analyses.</p>
    <p>These datasets have been translated to cloud-optimized Icechunk Zarr format by <a href="https://dynamical.org">dynamical.org</a>.</p>
    <ul>
      <li><a href="https://dynamical.org/catalog/ecmwf-aifs-single-forecast/">ECMWF AIFS Single forecast</a> - Weather forecasts from the ECMWF Artificial Intelligence Forecasting System (AIFS) Single model.</li>
    </ul>
Documentation: https://dynamical.org/catalog/
Contact: feedback@dynamical.org
ManagedBy: "[dynamical.org](https://dynamical.org)"
UpdateFrequency: "ECMWF AIFS Single forecast: Forecasts initialized every 6 hours"
Tags:
  - aws-pds
  - weather
  - atmosphere
  - meteorological
  - climate
  - forecast
  - zarr
License: "[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)"
Resources:
  - Description: ECMWF AIFS Single Icechunk Zarr data
    ARN: arn:aws:s3:::dynamical-ecmwf-aifs-single
    Region: us-west-2
    Type: S3 Bucket
    Explore:
      - "[Browse Bucket](https://dynamical-ecmwf-aifs-single.s3.amazonaws.com/index.html)"
  - Description: Notifications for dataset updates
    ARN: arn:aws:sns:us-west-2:761136292730:dynamical-ecmwf-aifs-single-object_created
    Region: us-west-2
    Type: SNS Topic
DataAtWork:
  Tutorials:
    - Title: "ECMWF AIFS Single forecast — Quickstart"
      URL: https://github.com/dynamical-org/notebooks/blob/main/ecmwf-aifs-single-forecast.ipynb
      NotebookURL: https://github.com/dynamical-org/notebooks/blob/main/ecmwf-aifs-single-forecast.ipynb
      AuthorName: dynamical.org
      AuthorURL: https://dynamical.org
    - Title: "ECMWF AIFS Single forecast — Heating degree days: GFS vs AIFS"
      URL: https://github.com/dynamical-org/notebooks/blob/main/noaa-gfs%2Becmwf-aifs-hdd.ipynb
      NotebookURL: https://github.com/dynamical-org/notebooks/blob/main/noaa-gfs%2Becmwf-aifs-hdd.ipynb
      AuthorName: dynamical.org
      AuthorURL: https://dynamical.org
ADXCategories:
  - Environmental Data