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HESS | Articles | Volume 24, issue 7
Hydrol. Earth Syst. Sci., 24, 3699–3723, 2020
https://doi.org/10.5194/hess-24-3699-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
Hydrol. Earth Syst. Sci., 24, 3699–3723, 2020
https://doi.org/10.5194/hess-24-3699-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.

Research article 23 Jul 2020

Research article | 23 Jul 2020

A new discrete multiplicative random cascade model for downscaling intermittent rainfall fields

Marc Schleiss

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Cited articles

Ahrens, B.: Rainfall downscaling in an alpine watershed applying a multiresolution approach, J. Geophys. Res.-Atmos., 108, 1–12, https://doi.org/10.1029/2001JD001485, 2003. a
Bechler, A., Vrac, M., and Bel, L.: A spatial hybrid approach for downscaling of extreme precipitation fields, J. Geophys. Res.-Atmos., 120, 4534–4550, https://doi.org/10.1002/2014JD022558, 2015. a
Cârsteanu, A. and Foufoula-Georgiou, E.: Assessing dependence among weights in a multiplicative cascade model of temporal rainfall, J. Geophys. Res.-Atmos., 101, 26363–26370, https://doi.org/10.1029/96JD01657, 2016. a
De Luca, D. L.: Analysis and modelling of rainfall fields at different resolutions in southern Italy, Hydrolog. Sci. J., 59, 1536–1558, https://doi.org/10.1080/02626667.2014.926013, 2014. a
de Montera, L., Barthès, L., Mallet, C., and Golé: The Effect of Rain–No Rain Intermittency on the Estimation of the Universal Multifractals Model Parameters, J. Hydrometeorol., 10, 493–506, https://doi.org/10.1175/2008JHM1040.1, 2009. a
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A new way to downscale rainfall fields based on the notion of equal-volume areas (EVAs) is proposed. Experiments conducted on 100 rainfall events in the Netherlands show that the EVA method outperforms classical methods based on fixed grid cell sizes, producing fields with more realistic spatial structures. The main novelty of the method lies in its adaptive sampling strategy, which avoids many of the mathematical challenges associated with the presence of zero rainfall values.
A new way to downscale rainfall fields based on the notion of equal-volume areas (EVAs) is...
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