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Systematic under-representation of ERA5 10 m wind speeds in the ERA5-land product undermines wind energy studies

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  • Baas, Andreas C.W.

Abstract

Since its release in 2021, the global surface wind climatology data available in the ERA5-Land product have seen widespread application in studies on wind energy potential and wind farm deployment around the world, because the wind data are provided at a higher spatial resolution than its original source, the ERA5 reanalysis. The study presented here reveals that ERA5-Land surface wind fields do not correctly reflect the assimilated hind-cast model results of the ERA5 reanalysis. ERA5-Land significantly and consistently under-represents surface wind speeds by 20–30% compared with the original ERA5 reanalysis they are derived from, contrary to the claim that the wind fields in the former are simply a higher resolution interpolation of the latter. Results indicate that the wind speed discrepancies lead to a roughly 20–30% under-estimation of annual onshore wind power density at typical turbine hub height in the windy regions of NW-Europe, 10–20% in the Great Plains of the USA, and up to 10% in North and Western China. The study shows that the lower wind speeds in ERA5-Land cannot be explained by the interpolation procedures, suggesting a fundamental problem with the wind fields applied in the land surface model of ERA5-Land and potentially many other variables derived from it. The systematic discrepancy in surface wind speeds in ERA5-Land has important ramifications for numerous recent wind energy studies as well as for research in broader environmental and Earth sciences.

Suggested Citation

  • Baas, Andreas C.W., 2026. "Systematic under-representation of ERA5 10 m wind speeds in the ERA5-land product undermines wind energy studies," Applied Energy, Elsevier, vol. 412(C).
  • Handle: RePEc:eee:appene:v:412:y:2026:i:c:s0306261926002862
    DOI: 10.1016/j.apenergy.2026.127634
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