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The Artificial Intelligence Forecasting System (AIFS) is a data driven forecast model developed by the European Centre for Medium-Range Weather Forecasts (ECMWF). AIFS ENS is the ensemble configuration of AIFS, containing 51 ensemble members. AIFS is trained on ECMWF's ERA5 re-analysis and ECMWF's operational numerical weather prediction (NWP) analyses.
These datasets have been translated to cloud-optimized Icechunk Zarr format by [dynamical.org](https://dynamical.org).
- [ECMWF AIFS ENS forecast](https://dynamical.org/catalog/ecmwf-aifs-ens-forecast/) - Ensemble weather forecasts from the ECMWF Artificial Intelligence Forecasting System (AIFS) ENS model.
Overview
The Artificial Intelligence Forecasting System (AIFS) is a data driven forecast model developed by the European Centre for Medium-Range Weather Forecasts (ECMWF). AIFS ENS is the ensemble configuration of AIFS, containing 51 ensemble members. AIFS is trained on ECMWF's ERA5 re-analysis and ECMWF's operational numerical weather prediction (NWP) analyses.
These datasets have been translated to cloud-optimized Icechunk Zarr format by dynamical.org .
- ECMWF AIFS ENS forecast - Ensemble weather forecasts from the ECMWF Artificial Intelligence Forecasting System (AIFS) ENS model.
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Open Data Sponsorship Program
This dataset is part of the Open Data Sponsorship Program, an AWS program that covers the cost of storage for publicly available high-value cloud-optimized datasets.
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- How to use
- To access these resources, reference the Amazon Resource Name (ARN) using the AWS Command Line Interface (CLI). Learn more
- Description
- ECMWF AIFS ENS Icechunk Zarr data
- Resource type
- S3 bucket
- Amazon Resource Name (ARN)
- arn:aws:s3:::dynamical-ecmwf-aifs-ens
- AWS region
- us-west-2
- AWS CLI access (No AWS account required)
- aws s3 ls --no-sign-request s3://dynamical-ecmwf-aifs-ens/
- Description
- Notifications for dataset updates
- Resource type
- SNS topic
- Amazon Resource Name (ARN)
- arn:aws:sns:us-west-2:761136292730:dynamical-ecmwf-aifs-ens-object_created
- AWS region
- us-west-2
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How to cite
ECMWF AIFS ENS - dynamical.org Icechunk Zarr was accessed on DATE from https://registry.opendata.aws/dynamical-ecmwf-aifs-ens .
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Similar products
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.
These datasets have been translated to cloud-optimized Icechunk Zarr format by dynamical.org.
ECMWF AIFS Single forecast - Weather forecasts from the ECMWF Artificial Intelligence Forecasting System (AIFS) Single model.
ECMWF AIFS Single forecast, virtual - Weather forecasts from the ECMWF Artificial Intelligence Forecasting System (AIFS) Single model.
The Integrated Forecasting System (IFS) is a global forecast model developed by ECMWF. ENS is an ensemble configuration of IFS: 51 ensemble members in the medium range and 101 in the sub-seasonal (extended) range. IFS consists of a numerical model of the Earth system, which includes an atmospheric model at its heart, coupled with models of other Earth system components such as the ocean. The data assimilation system combines the latest weather observations with a recent forecast to obtain the best possible estimate of the current state of the Earth system.
These datasets have been translated to cloud-optimized Icechunk Zarr format by dynamical.org.
ECMWF IFS ENS forecast, 15 day, 0.25 degree - Ensemble weather forecasts from the ECMWF Integrated Forecasting System (IFS).
ECMWF IFS ENS forecast, 46 day, daily, 1.5 degree
The Global Ensemble Forecast System (GEFS) is a National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Prediction (NCEP) weather forecast model. GEFS creates 31 separate forecasts (ensemble members) to describe the range of forecast uncertainty.
These datasets have been translated to cloud-optimized Icechunk Zarr format by dynamical.org.
NOAA GEFS forecast, 35 day - Weather forecasts from the Global Ensemble Forecast System (GEFS) operated by NOAA NWS NCEP.
NOAA GEFS analysis - Weather analysis from the Global Ensemble Forecast System (GEFS) operated by NOAA NWS NCEP.
The High Resolution Deterministic Prediction System (HRDPS) is the 2.5 km limited-area weather forecast model operated by Environment and Climate Change Canada (ECCC), Canada's national meteorological service. Its continental domain covers Canada and the northern United States at a resolution that captures fine-scale weather features.
These datasets have been translated to cloud-optimized Icechunk Zarr format by dynamical.org.
ECCC HRDPS forecast - Weather forecasts from the High Resolution Deterministic Prediction System (HRDPS) continental domain, operated by Environment and Climate Change Canada (ECCC).
ICON-EU is a regional weather forecast model operated by Deutscher Wetterdienst (DWD), Germany's national meteorological service. ICON-EU is a nested configuration of DWD's global ICON (Icosahedral Non-hydrostatic) model that provides high-resolution forecasts over Europe.
These datasets have been translated to cloud-optimized Icechunk Zarr format by dynamical.org.
DWD ICON-EU forecast, 5 day - High-resolution weather forecasts for Europe from the ICON-EU model operated by Deutscher Wetterdienst (DWD).