Regional WRF–Chem dust simulations may require continuous integrations when state continuity is scientifically important, yet extended limited-area runs can depart dynamically from the driving analysis. We use a two-tier controlled design that separates dynamical attribution from aerosol transport response: a continuous chemistry-free FREE-FDDA pair spanning 104 days (15 March–27 June 2024) isolates the meteorological response to spectral nudging of the horizontal wind, and paired event-scale WRF–Chem simulations of two Saharan outbreaks test whether that response is reflected in dust prediction skill. The meteorological response is variable-selective and strongly non-monotonic. Sea-level pressure improves most (mean daily RMSE 2.08 to 1.53 hPa) as an indirect response of the mass field, 10 m wind speed improves coherently but less (2.50 to 2.20 m s−1), and 2 m temperature does not improve (2.05 to 2.15 °C); the benefit recurs episodically; formal age-adjusted interaction tests identify regime modulation for T2 and WSPD10, but not SLP, rather than a universal simulation-age threshold. Aerosol transport, evaluated against AERONET Version 3 Level 2.0 AOD550 with Level 1.0 as a coverage-sensitivity check, is conditional. In the weakly forced June case all seven sites improve simultaneously in RMSE, correlation and variability amplitude (station-mean RMSE 0.457 to 0.235; correlation 0.778 to 0.881). In March, RMSE decreases at all eight sites but mean correlation is unchanged, indicating amplitude correction without uniform improvement of plume timing. Spectral nudging therefore acts as a process-targeted constraint on circulation and transport consistency. Improved transport-relevant winds coincide with lower AOD error in both events, but the daily meteorology–AOD associations are not statistically resolved and do not establish that transport error dominates the total aerosol error; constraints on dust emission, optical properties and removal remain independently necessary.

Regime-Dependent Effectiveness of Spectral Nudging in WRF–Chem: Meteorological and Saharan Dust Skill over the Central Mediterranean

Antonio Ricchi
Conceptualization
2026-01-01

Abstract

Regional WRF–Chem dust simulations may require continuous integrations when state continuity is scientifically important, yet extended limited-area runs can depart dynamically from the driving analysis. We use a two-tier controlled design that separates dynamical attribution from aerosol transport response: a continuous chemistry-free FREE-FDDA pair spanning 104 days (15 March–27 June 2024) isolates the meteorological response to spectral nudging of the horizontal wind, and paired event-scale WRF–Chem simulations of two Saharan outbreaks test whether that response is reflected in dust prediction skill. The meteorological response is variable-selective and strongly non-monotonic. Sea-level pressure improves most (mean daily RMSE 2.08 to 1.53 hPa) as an indirect response of the mass field, 10 m wind speed improves coherently but less (2.50 to 2.20 m s−1), and 2 m temperature does not improve (2.05 to 2.15 °C); the benefit recurs episodically; formal age-adjusted interaction tests identify regime modulation for T2 and WSPD10, but not SLP, rather than a universal simulation-age threshold. Aerosol transport, evaluated against AERONET Version 3 Level 2.0 AOD550 with Level 1.0 as a coverage-sensitivity check, is conditional. In the weakly forced June case all seven sites improve simultaneously in RMSE, correlation and variability amplitude (station-mean RMSE 0.457 to 0.235; correlation 0.778 to 0.881). In March, RMSE decreases at all eight sites but mean correlation is unchanged, indicating amplitude correction without uniform improvement of plume timing. Spectral nudging therefore acts as a process-targeted constraint on circulation and transport consistency. Improved transport-relevant winds coincide with lower AOD error in both events, but the daily meteorology–AOD associations are not statistically resolved and do not establish that transport error dominates the total aerosol error; constraints on dust emission, optical properties and removal remain independently necessary.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11697/289679
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