Articles | Volume 29, issue 18
https://doi.org/10.5194/hess-29-4585-2025
https://doi.org/10.5194/hess-29-4585-2025
Research article
 | 
24 Sep 2025
Research article |  | 24 Sep 2025

Evaluation of high-intensity rainfall observations from personal weather stations in the Netherlands

Nathalie Rombeek, Markus Hrachowitz, Arjan Droste, and Remko Uijlenhoet

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Cited articles

Arnaud, P., Lavabre, J., Fouchier, C., Diss, S., and Javelle, P.: Sensitivity of hydrological models to uncertainty in rainfall input, Hydrol. Sci. J., 56, 397–410, 2011. a
Bárdossy, A., Seidel, J., and El Hachem, A.: The use of personal weather station observations to improve precipitation estimation and interpolation, Hydrol. Earth Syst. Sci., 25, 583–601, https://doi.org/10.5194/hess-25-583-2021, 2021. a, b, c, d, e
Beersma, J., Hakvoort, H., Jilderda, R., Overeem, A., and Versteeg, R.: Neerslagstatistiek en-reeksen voor het waterbeheer 2019, Vol. 19, STOWA, Amersfoort, ISBN 9789057738609, 2019. a, b, c, d, e, f, g, h
Berne, A., Delrieu, G., Creutin, J.-D., and Obled, C.: Temporal and spatial resolution of rainfall measurements required for urban hydrology, J. Hydrol., 299, 166–179, 2004. a
Beven, K.: Facets of uncertainty: epistemic uncertainty, non-stationarity, likelihood, hypothesis testing, and communication, Hydrol. Sci. J., 61, 1652–1665, 2016. a
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Short summary
Rain gauge networks from personal weather stations (PWSs) have a network density 100 times higher than dedicated rain gauge networks in the Netherlands. However, PWSs are prone to several sources of error, as they are generally not installed and maintained according to international guidelines. This study systematically quantifies and describes the uncertainties arising from PWS rainfall estimates. In particular, the focus is on the highest rainfall accumulations.
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