Projects per year
Abstract
The construction of a bias-adjusted dataset of climate variables at the near surface using ERA-Interim reanalysis is presented. A number of different, variable-dependent, bias-adjustment approaches have been proposed.
Here we modify the parameters of different distributions (depending on the variable), adjusting ERA-Interim based on gridded station or direct station observations. The variables are air temperature, dewpoint temperature, precipitation (daily only), solar radiation, wind speed, and relative humidity. These are available on either 3 or 6 h timescales over the period 1979–2016. The resulting bias-adjusted dataset is available through the Climate Data Store (CDS) of the Copernicus Climate Change Data Store (C3S) and can be accessed at present from ftp://ecem.climate.copernicus.eu. The benefit of performing bias adjustment is demonstrated by comparinginitial and bias-adjusted ERA-Interim data against gridded observational fields.
Here we modify the parameters of different distributions (depending on the variable), adjusting ERA-Interim based on gridded station or direct station observations. The variables are air temperature, dewpoint temperature, precipitation (daily only), solar radiation, wind speed, and relative humidity. These are available on either 3 or 6 h timescales over the period 1979–2016. The resulting bias-adjusted dataset is available through the Climate Data Store (CDS) of the Copernicus Climate Change Data Store (C3S) and can be accessed at present from ftp://ecem.climate.copernicus.eu. The benefit of performing bias adjustment is demonstrated by comparinginitial and bias-adjusted ERA-Interim data against gridded observational fields.
Original language | English |
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Pages (from-to) | 471-495 |
Journal | Earth System Science Data |
Volume | 9 |
Issue number | 2 |
DOIs | |
Publication status | Published - 21 Jul 2017 |
Profiles
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Stephen Dorling
- School of Environmental Sciences - Honorary Professor
- Water Security Research Centre - Member
- Centre for Ocean and Atmospheric Sciences - Member
- ClimateUEA - Member
Person: Honorary, Research Group Member, Research Centre Member
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Clare Goodess
- School of Environmental Sciences - Associate
- Centre for Ocean and Atmospheric Sciences - Member
- Climatic Research Unit - Member
Person: Other related - academic, Research Group Member
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Philip Jones
- School of Environmental Sciences - Emeritus Professor
- Centre for Ocean and Atmospheric Sciences - Member
- Climatic Research Unit - Member
- ClimateUEA - Member
Person: Honorary, Member, Research Group Member
Projects
- 1 Finished
-
European Climatic Energy Mixes.
Dorling, S., Artale, V., Baron, F., Bozec, P., Brayshaw, D., Felice, M., Goodess, C., Harpham, C., Jones, P. & Pearson, S.
European Centre for Medium-Range Weather Forecasts (UK)
1/11/15 → 31/03/18
Project: Other