Sensitivity of simulated rain intensity and kineticenergy to aerosols and warm-rain microphysicsduring the extreme event of July 2021 in Belgium
- Author
- Kwinten Van Weverberg (UGent) , Nicolas Ghilain, Edouard Goudenhoofdt, Matthias Barbier, Ester Kostinen, Sébastien Doutreloup, Bert Van Schaeybroeck (UGent) , Amaury Frankl (UGent) and Paul Field
- Organization
- Abstract
- This paper presents an evaluation and sensitivity analysis of km-scale simulations of the unprecedented extreme rainfall event of July 2021 over Belgium and Germany, with a specific focus on sub-hourly extremes, size distributions and kinetic energy (KE) of rain. These variables are critical for hydrological applications, such as flood forecasting or soil loss monitoring, but are rarely directly obtained from Numerical Weather Prediction (NWP) or climate models. We present an extensive set of simulations exploring sensitivities to realistic variations in a newly implemented double-moment microphysics parameterization in the UK Met Office Unified Model. Most simulations reproduce the overall characteristics of the event, but overestimate the extreme rain rates. The rain rate - KE relation is captured well, despite too large volume-mean drop diameters. Amongst the sensitivities investigated, the representation of the raindrop self-collection - breakup equilibrium and the raindrop size-distribution shape have the most profound impact on the rainfall characteristics. While extreme rain rates vary within 30 %, the rain KE varies by a factor of four between the realistic perturbations to the microphysical assumptions. Changes to the aerosol concentration and the rain terminal velocity have a relatively smaller impact on the extreme rainfall characteristics. However, larger aerosol loading produces slightly smaller domain total rainfall, for which we propose a mechanism involving dynamical impacts of warm-rain suppression. Given the large uncertainties, a continued effort to improve the model physics will be indispensable to reliably estimate sub-hourly rain intensities and KE for direct hydrological applications.
Downloads
-
EGU24-3245-print.pdf
- full text (Published version)
- |
- open access
- |
- |
- 294.43 KB
Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-01HWPSCWNQX0QSNVF72QEBHHA9
- MLA
- Van Weverberg, Kwinten, et al. “Sensitivity of Simulated Rain Intensity and Kineticenergy to Aerosols and Warm-Rain Microphysicsduring the Extreme Event of July 2021 in Belgium.” EGU General Assembly 2024, Abstracts, Copernicus GmbH, 2024, doi:10.5194/egusphere-egu24-3245.
- APA
- Van Weverberg, K., Ghilain, N., Goudenhoofdt, E., Barbier, M., Kostinen, E., Doutreloup, S., … Field, P. (2024). Sensitivity of simulated rain intensity and kineticenergy to aerosols and warm-rain microphysicsduring the extreme event of July 2021 in Belgium. EGU General Assembly 2024, Abstracts. Presented at the EGU General Assembly 2024, Vienna, Austria. https://doi.org/10.5194/egusphere-egu24-3245
- Chicago author-date
- Van Weverberg, Kwinten, Nicolas Ghilain, Edouard Goudenhoofdt, Matthias Barbier, Ester Kostinen, Sébastien Doutreloup, Bert Van Schaeybroeck, Amaury Frankl, and Paul Field. 2024. “Sensitivity of Simulated Rain Intensity and Kineticenergy to Aerosols and Warm-Rain Microphysicsduring the Extreme Event of July 2021 in Belgium.” In EGU General Assembly 2024, Abstracts. Copernicus GmbH. https://doi.org/10.5194/egusphere-egu24-3245.
- Chicago author-date (all authors)
- Van Weverberg, Kwinten, Nicolas Ghilain, Edouard Goudenhoofdt, Matthias Barbier, Ester Kostinen, Sébastien Doutreloup, Bert Van Schaeybroeck, Amaury Frankl, and Paul Field. 2024. “Sensitivity of Simulated Rain Intensity and Kineticenergy to Aerosols and Warm-Rain Microphysicsduring the Extreme Event of July 2021 in Belgium.” In EGU General Assembly 2024, Abstracts. Copernicus GmbH. doi:10.5194/egusphere-egu24-3245.
- Vancouver
- 1.Van Weverberg K, Ghilain N, Goudenhoofdt E, Barbier M, Kostinen E, Doutreloup S, et al. Sensitivity of simulated rain intensity and kineticenergy to aerosols and warm-rain microphysicsduring the extreme event of July 2021 in Belgium. In: EGU General Assembly 2024, Abstracts. Copernicus GmbH; 2024.
- IEEE
- [1]K. Van Weverberg et al., “Sensitivity of simulated rain intensity and kineticenergy to aerosols and warm-rain microphysicsduring the extreme event of July 2021 in Belgium,” in EGU General Assembly 2024, Abstracts, Vienna, Austria, 2024.
@inproceedings{01HWPSCWNQX0QSNVF72QEBHHA9,
abstract = {{This paper presents an evaluation and sensitivity analysis of km-scale simulations of the unprecedented extreme rainfall event of July 2021 over Belgium and Germany, with a specific focus on sub-hourly extremes, size distributions and kinetic energy (KE) of rain. These variables are critical for hydrological applications, such as flood forecasting or soil loss monitoring, but are rarely directly obtained from Numerical Weather Prediction (NWP) or climate models. We present an extensive set of simulations exploring sensitivities to realistic variations in a newly implemented double-moment microphysics parameterization in the UK Met Office Unified Model. Most simulations reproduce the overall characteristics of the event, but overestimate the extreme rain rates. The rain rate - KE relation is captured well, despite too large volume-mean drop diameters. Amongst the sensitivities investigated, the representation of the raindrop self-collection - breakup equilibrium and the raindrop size-distribution shape have the most profound impact on the rainfall characteristics. While extreme rain rates vary within 30 %, the rain KE varies by a factor of four between the realistic perturbations to the microphysical assumptions. Changes to the aerosol concentration and the rain terminal velocity have a relatively smaller impact on the extreme rainfall characteristics. However, larger aerosol loading produces slightly smaller domain total rainfall, for which we propose a mechanism involving dynamical impacts of warm-rain suppression. Given the large uncertainties, a continued effort to improve the model physics will be indispensable to reliably estimate sub-hourly rain intensities and KE for direct hydrological applications.}},
author = {{Van Weverberg, Kwinten and Ghilain, Nicolas and Goudenhoofdt, Edouard and Barbier, Matthias and Kostinen, Ester and Doutreloup, Sébastien and Van Schaeybroeck, Bert and Frankl, Amaury and Field, Paul}},
booktitle = {{EGU General Assembly 2024, Abstracts}},
language = {{eng}},
location = {{Vienna, Austria}},
pages = {{1}},
publisher = {{Copernicus GmbH}},
title = {{Sensitivity of simulated rain intensity and kineticenergy to aerosols and warm-rain microphysicsduring the extreme event of July 2021 in Belgium}},
url = {{http://doi.org/10.5194/egusphere-egu24-3245}},
year = {{2024}},
}
- Altmetric
- View in Altmetric