Cost-benefit analysis of the nesting approach in HARMONIE-AROME for a supercell outbreak case study

Supercells are among the most hazardous convective systems, frequently producing large hail, destructive winds, and severe socio-economic impacts. The enhancement of weather simulations is identified as a primary strategy to optimise short-term forecasting. The present study investigates the performance of two high-resolution configurations of the HARMONIE-AROME model during a severe supercell outbreak over eastern Iberia on 31st July 2015, when six confirmed supercells caused significant damage. The setups tested include a two-step one-way nested approach (2.5 km outer domain and 500 m inner domain), and a single-domain configuration at 500 m resolution. The model outputs, which include reflectivity, precipitation and temperature, are validated against OPERA radar composites and surface observations. At the same time, key convective parameters, derived from the Murcia sounding, are analyzed to assess the pre-convective environment. Although the simulations demonstrate a similar structure to the observed event, the two-domain nested simulation offers a slightly superior depiction of reflectivity and thermodynamic profiles. Nevertheless, precipitation analysis reveals that while nesting improves moderate rainfall representation, it introduces larger errors for the most extreme amounts, limiting its overall benefit. The obtained gain is not sufficient to offset the 30% higher computational cost when the two-domain nested approach is used. The single-domain non-nested configuration demonstrates a superior level of efficiency, exhibiting equivalent accuracy while exhibiting a diminished resource requirement. • The single-domain H500 simulation replicates supercell features while saving 30% in computational cost over nesting. • Simulations closely match OPERA radar, surface, and radiosonde data in reflectivity and convective parameters. • The nested approach offers finer spatial detail, but gains remain marginal versus the efficient single-domain setup.

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Journal
Atmospheric Research
Published
2026-01-14
DOI
https://doi.org/10.1016/j.atmosres.2026.108774
Primary Topic
Meteorological Phenomena and Simulations
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article
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article

Cost-benefit analysis of the nesting approach in HARMONIE-AROME for a supercell outbreak case study

Carlos Calvo‐Sancho, Morelia E. López‐Reyes, Daniel Santos‐Muñoz, Àlex Morata et al.
Atmospheric Research
Meteorological Phenomena and Simulations
article

Cost-benefit analysis of the nesting approach in HARMONIE-AROME for a supercell outbreak case study

Carlos Calvo‐Sancho, Morelia E. López‐Reyes, Daniel Santos‐Muñoz, Àlex Morata, Pedro Bolgiani, Javier Díaz-Fernández, M. L. Martín, J. J. González-Alemán
article en

Abstract

Supercells are among the most hazardous convective systems, frequently producing large hail, destructive winds, and severe socio-economic impacts. The enhancement of weather simulations is identified as a primary strategy to optimise short-term forecasting. The present study investigates the performance of two high-resolution configurations of the HARMONIE-AROME model during a severe supercell outbreak over eastern Iberia on 31st July 2015, when six confirmed supercells caused significant damage. The setups tested include a two-step one-way nested approach (2.5 km outer domain and 500 m inner domain), and a single-domain configuration at 500 m resolution. The model outputs, which include reflectivity, precipitation and temperature, are validated against OPERA radar composites and surface observations. At the same time, key convective parameters, derived from the Murcia sounding, are analyzed to assess the pre-convective environment. Although the simulations demonstrate a similar structure to the observed event, the two-domain nested simulation offers a slightly superior depiction of reflectivity and thermodynamic profiles. Nevertheless, precipitation analysis reveals that while nesting improves moderate rainfall representation, it introduces larger errors for the most extreme amounts, limiting its overall benefit. The obtained gain is not sufficient to offset the 30% higher computational cost when the two-domain nested approach is used. The single-domain non-nested configuration demonstrates a superior level of efficiency, exhibiting equivalent accuracy while exhibiting a diminished resource requirement. • The single-domain H500 simulation replicates supercell features while saving 30% in computational cost over nesting. • Simulations closely match OPERA radar, surface, and radiosonde data in reflectivity and convective parameters. • The nested approach offers finer spatial detail, but gains remain marginal versus the efficient single-domain setup.

Atmospheric ResearchVol. 334
Universidad de Valladolid (ES), Universidad Complutense de Madrid (ES), Agencia Estatal de Meteorología (ES), Universidad de Guadalajara (MX), Danish Meteorological Institute (DK), Centre d'Investigacions sobre Desertificació (ES)
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Meteorological Phenomena and Simulations
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