Hydrology and Earth System Sciences
Hydrology and Earth System Sciences
HESS
Articles | Volume 30, issue 12
Articles | Volume 30, issue 12
https://doi.org/10.5194/hess-30-3875-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-30-3875-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 30, issue 12
Research article
 | 
24 Jun 2026
Research article |  | 24 Jun 2026

Simulation and evaluation of local daily temperature and precipitation series derived by stochastic downscaling of ERA5 reanalysis

Silius M. Vandeskog, Thordis L. Thorarinsdottir, and Alex Lenkoski

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Latest update: 13 Nov 2026
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Short summary
A variety of real-world applications require estimates of historical weather from anywhere on Earth. The best available data products, such as ERA5, often capture large-scale weather patterns well, but struggle to capture local weather behaviour. We propose a simple and fast statistical method that takes in ERA5 weather and outputs improved simulations of local weather. The method is shown to improve local representations of historical daily temperature and precipitation all over Europe.
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