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ECMWF ERA5: ensemble means of surface level analysis parameter data

This dataset contains ERA5 surface level analysis parameter data ensemble means (see linked dataset for spreads). ERA5 is the 5th generation reanalysis project from the European Centre for Medium-Range Weather Forecasts (ECWMF) - see linked documentation for further details. The ensemble means and spreads are calculated from the ERA5 10 member ensemble, run at a reduced resolution compared with the single high resolution (hourly output at 31 km grid spacing) 'HRES' realisation, for which these data have been produced to provide an uncertainty estimate. This dataset contains a limited selection of all available variables and have been converted to netCDF from the original GRIB files held on the ECMWF system. They have also been translated onto a regular latitude-longitude grid during the extraction process from the ECMWF holdings. For a fuller set of variables please see the linked Copernicus Data Store (CDS) data tool, linked to from this record.



Note, ensemble standard deviation is often referred to as ensemble spread and is calculated as the standard deviation of the 10-members in the ensemble (i.e., including the control). It is not the sample standard deviation, and thus were calculated by dividing by 10 rather than 9 (N-1). See linked datasets for ensemble member and ensemble mean data.



The ERA5 global atmospheric reanalysis of the covers 1979 to 2 months behind the present month. This follows on from the ERA-15, ERA-40 rand ERA-interim re-analysis projects.



An initial release of ERA5 data (ERA5t) is made roughly 5 days behind the present date. These will be subsequently reviewed ahead of being released by ECMWF as quality assured data within 3 months. CEDA holds a 6 month rolling copy of the latest ERA5t data. See related datasets linked to from this record. However, for the period 2000-2006 the initial ERA5 release was found to suffer from stratospheric temperature biases and so new runs to address this issue were performed resulting in the ERA5.1 release (see linked datasets). Note, though, that Simmons et al. 2020 (technical memo 859) report that "ERA5.1 is very close to ERA5 in the lower and middle troposphere." but users of data from this period should read the technical memo 859 for further details.

Simple

Date (Publication)
2021-12-13T10:19:19
Date (Creation)
2021-12-13T10:19:19
Citation identifier
https://catalogue.ceda.ac.uk/uuid/d8021685264e43c7a0868396a5f582d0
Citation identifier
Centre for Environmental Data Analysis (CEDA) / d8021685264e43c7a0868396a5f582d0
Point of contact
Organisation name Individual name Electronic mail address Role

European Centre for Medium-Range Weather Forecasts (ECMWF)

unknown

Author

Centre for Environmental Data Analysis (CEDA)

support@ceda.ac.uk

Custodian

Centre for Environmental Data Analysis (CEDA)

support@ceda.ac.uk

Distributor

European Centre for Medium-Range Weather Forecasts (ECMWF)

unknown

Principal investigator

Centre for Environmental Data Analysis (CEDA)

support@ceda.ac.uk

pointofContact

European Centre for Medium-Range Weather Forecasts (ECMWF)

unknown

pointofContact

Centre for Environmental Data Analysis (CEDA)

support@ceda.ac.uk

Publisher
Maintenance and update frequency
Monthly
Update scope
Dataset
Keywords
  • ECMWF

  • ERA

  • ERA5

  • reanalysis

  • analysis

  • surface level

  • ensemble run

GEMET - INSPIRE themes, version 1.0

  • atmospheric conditions

Access constraints
Other restrictions
Other constraints
Access to these data is available to any registered CEDA user. Please Login or Register for a CEDA account to gain access.
Use constraints
Other restrictions
Other constraints
Under the following licence https://artefacts.ceda.ac.uk/licences/specific_licences/ecmwf-era-products.pdf, appropriate use of these data may fall under any use. This message is intended as guidance, always read the full licence. When using these data you must cite them correctly using the citation given on the CEDA Data Catalogue record.
Spatial representation type
Grid
Language
English
Topic category
  • Climatology, meteorology, atmosphere
N
S
E
W
thumbnail




Begin date
1979-01-01T00:00:00
Unique resource identifier
WGS 84
Distribution format
Name Version

Data are netCDF formatted.

Distributor contact
Organisation name Individual name Electronic mail address Role

Centre for Environmental Data Analysis (CEDA)

support@ceda.ac.uk

Distributor
OnLine resource
Protocol Linkage Name
https://catalogue.ceda.ac.uk/uuid/d8021685264e43c7a0868396a5f582d0

CEDA Data Catalogue Page

OnLine resource
Protocol Linkage Name
http://data.ceda.ac.uk/badc/ecmwf-era5/data/enda/em_sfc/

DOWNLOAD

OnLine resource
Protocol Linkage Name
https://confluence.ecmwf.int/display/CKB/ERA5%3A+data+documentation

ERA5 documentation page from ECMWF, including list of known issues

OnLine resource
Protocol Linkage Name
http://www.ecmwf.int/en/research/climate-reanalysis/era-interim

ECMWF ERA5 website

OnLine resource
Protocol Linkage Name
http://help.ceda.ac.uk/article/106-netcdf

netCDF user guide

OnLine resource
Protocol Linkage Name
https://doi.org/10.21957/RCXQFMG0

ECMWF Technical Memo 859: Simmons, A. et al., 2020: Global stratospheric temperature bias and other stratospheric aspects of ERA5 and ERA5.1. ECMWF

Hierarchy level
Dataset

Conformance result

Title

Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services

Date (Publication)
2010-12-08
Statement

Data are generated by the ERA5 project at European Centre for Medium-Range Weather Forecasts (ECMWF) before being prepared by CEDA staff using the ECMWF system and uploaded to Centre for Environmental Data Analysis (CEDA) for ingestion into the archive. Data are translated over to a regular latitude-longitude grid and converted to netCDF format ahead of transfer to the CEDA system.

Metadata

File identifier
d8021685264e43c7a0868396a5f582d0 XML
Metadata language
English
Character set
UTF8
Parent identifier
European Centre for Medium-Range Weather Forecasts (ECMWF) Re-Analysis 5 (ERA5) model data

5971cb20fae94540b862ae3ed3204c3f

Hierarchy level
Dataset
Date stamp
2025-08-10T02:21:48
Metadata standard name
UK GEMINI
Metadata standard version

2.3

Metadata author
Organisation name Individual name Electronic mail address Role

Centre for Environmental Data Analysis (CEDA)

support@ceda.ac.uk

Point of contact
 
 

Overviews

Spatial extent

thumbnail

Keywords

GEMET - INSPIRE themes, version 1.0

atmospheric conditions


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