Assessment of MPAS variable resolution simulations in the grey-zone of convection against WRF model results and observations : An MPAS feasibility study of three extreme weather events in Europe

Regional weather forecasting models like the Weather Research and Forecasting (WRF) model allow for nested domains to save computational effort and provide detailed results for mesoscale weather phenomena. The sudden resolution change by nesting may cause artefacts in the model results. On the contrary, the novel global Model for Prediction Across Scales (MPAS) runs on Voronoi meshes that allow for smooth resolution transition towards the desired high resolution in the region of interest. This minimises the resolution-related artefacts, while still saving computational effort. We evaluate the MPAS model over Europe focussing on three mesoscale weather events: a synoptic gale over the North Sea, a föhn effect in Switzerland, and a case of organised convection with hail over the Netherlands. We use four different MPAS meshes (60 km global refined to-3 km (60– 3 km), analogous 30–3 km, 15–3 km, global 3 km) and compare their results to routine observations and a WRF setup with a single domain of 3 km grid spacing. We also discuss the computational requirements for the different MPAS meshes and the operational WRF setup. In general, the MPAS 3 km and WRF model results correspond to the observations. However, a global model at 3 km resolution as a replacement for WRF is not feasible for operational use. More importantly, all variable-resolution meshes employed in this study show comparable skills in short-term forecasting within the high-resolution area at considerably lower computational costs.

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Bibliographic Details
Main Authors: Kramer, Matthijs, Heinzeller, Dominikus, Hartmann, Hugo, van den Berg, Wim, Steeneveld, Gert Jan
Format: Article/Letter to editor biblioteca
Language:English
Subjects:Convection-permitting forecast, Föhn, Grey-zone, Hail, MPAS, Numerical weather prediction, Voronoi grid, WRF,
Online Access:https://research.wur.nl/en/publications/assessment-of-mpas-variable-resolution-simulations-in-the-grey-zo
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spelling dig-wur-nl-wurpubs-5448362024-12-04 Kramer, Matthijs Heinzeller, Dominikus Hartmann, Hugo van den Berg, Wim Steeneveld, Gert Jan Article/Letter to editor Climate Dynamics 55 (2020) ISSN: 0930-7575 Assessment of MPAS variable resolution simulations in the grey-zone of convection against WRF model results and observations : An MPAS feasibility study of three extreme weather events in Europe 2020 Regional weather forecasting models like the Weather Research and Forecasting (WRF) model allow for nested domains to save computational effort and provide detailed results for mesoscale weather phenomena. The sudden resolution change by nesting may cause artefacts in the model results. On the contrary, the novel global Model for Prediction Across Scales (MPAS) runs on Voronoi meshes that allow for smooth resolution transition towards the desired high resolution in the region of interest. This minimises the resolution-related artefacts, while still saving computational effort. We evaluate the MPAS model over Europe focussing on three mesoscale weather events: a synoptic gale over the North Sea, a föhn effect in Switzerland, and a case of organised convection with hail over the Netherlands. We use four different MPAS meshes (60 km global refined to-3 km (60– 3 km), analogous 30–3 km, 15–3 km, global 3 km) and compare their results to routine observations and a WRF setup with a single domain of 3 km grid spacing. We also discuss the computational requirements for the different MPAS meshes and the operational WRF setup. In general, the MPAS 3 km and WRF model results correspond to the observations. However, a global model at 3 km resolution as a replacement for WRF is not feasible for operational use. More importantly, all variable-resolution meshes employed in this study show comparable skills in short-term forecasting within the high-resolution area at considerably lower computational costs. en application/pdf https://research.wur.nl/en/publications/assessment-of-mpas-variable-resolution-simulations-in-the-grey-zo 10.1007/s00382-018-4562-z https://edepot.wur.nl/467134 Convection-permitting forecast Föhn Grey-zone Hail MPAS Numerical weather prediction Voronoi grid WRF https://creativecommons.org/licenses/by/4.0/ Wageningen University & Research
institution WUR NL
collection DSpace
country Países bajos
countrycode NL
component Bibliográfico
access En linea
databasecode dig-wur-nl
tag biblioteca
region Europa del Oeste
libraryname WUR Library Netherlands
language English
topic Convection-permitting forecast
Föhn
Grey-zone
Hail
MPAS
Numerical weather prediction
Voronoi grid
WRF
Convection-permitting forecast
Föhn
Grey-zone
Hail
MPAS
Numerical weather prediction
Voronoi grid
WRF
spellingShingle Convection-permitting forecast
Föhn
Grey-zone
Hail
MPAS
Numerical weather prediction
Voronoi grid
WRF
Convection-permitting forecast
Föhn
Grey-zone
Hail
MPAS
Numerical weather prediction
Voronoi grid
WRF
Kramer, Matthijs
Heinzeller, Dominikus
Hartmann, Hugo
van den Berg, Wim
Steeneveld, Gert Jan
Assessment of MPAS variable resolution simulations in the grey-zone of convection against WRF model results and observations : An MPAS feasibility study of three extreme weather events in Europe
description Regional weather forecasting models like the Weather Research and Forecasting (WRF) model allow for nested domains to save computational effort and provide detailed results for mesoscale weather phenomena. The sudden resolution change by nesting may cause artefacts in the model results. On the contrary, the novel global Model for Prediction Across Scales (MPAS) runs on Voronoi meshes that allow for smooth resolution transition towards the desired high resolution in the region of interest. This minimises the resolution-related artefacts, while still saving computational effort. We evaluate the MPAS model over Europe focussing on three mesoscale weather events: a synoptic gale over the North Sea, a föhn effect in Switzerland, and a case of organised convection with hail over the Netherlands. We use four different MPAS meshes (60 km global refined to-3 km (60– 3 km), analogous 30–3 km, 15–3 km, global 3 km) and compare their results to routine observations and a WRF setup with a single domain of 3 km grid spacing. We also discuss the computational requirements for the different MPAS meshes and the operational WRF setup. In general, the MPAS 3 km and WRF model results correspond to the observations. However, a global model at 3 km resolution as a replacement for WRF is not feasible for operational use. More importantly, all variable-resolution meshes employed in this study show comparable skills in short-term forecasting within the high-resolution area at considerably lower computational costs.
format Article/Letter to editor
topic_facet Convection-permitting forecast
Föhn
Grey-zone
Hail
MPAS
Numerical weather prediction
Voronoi grid
WRF
author Kramer, Matthijs
Heinzeller, Dominikus
Hartmann, Hugo
van den Berg, Wim
Steeneveld, Gert Jan
author_facet Kramer, Matthijs
Heinzeller, Dominikus
Hartmann, Hugo
van den Berg, Wim
Steeneveld, Gert Jan
author_sort Kramer, Matthijs
title Assessment of MPAS variable resolution simulations in the grey-zone of convection against WRF model results and observations : An MPAS feasibility study of three extreme weather events in Europe
title_short Assessment of MPAS variable resolution simulations in the grey-zone of convection against WRF model results and observations : An MPAS feasibility study of three extreme weather events in Europe
title_full Assessment of MPAS variable resolution simulations in the grey-zone of convection against WRF model results and observations : An MPAS feasibility study of three extreme weather events in Europe
title_fullStr Assessment of MPAS variable resolution simulations in the grey-zone of convection against WRF model results and observations : An MPAS feasibility study of three extreme weather events in Europe
title_full_unstemmed Assessment of MPAS variable resolution simulations in the grey-zone of convection against WRF model results and observations : An MPAS feasibility study of three extreme weather events in Europe
title_sort assessment of mpas variable resolution simulations in the grey-zone of convection against wrf model results and observations : an mpas feasibility study of three extreme weather events in europe
url https://research.wur.nl/en/publications/assessment-of-mpas-variable-resolution-simulations-in-the-grey-zo
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