Satellite products of incoming solar and longwave radiations used for snowpack modelling in mountainous terrain - Archive ouverte HAL
Pré-Publication, Document De Travail Année : 2024

Satellite products of incoming solar and longwave radiations used for snowpack modelling in mountainous terrain

Résumé

Abstract. In mountainous terrain, the snowpack is strongly affected by incoming shortwave and longwave radiations. In this study, a thorough evaluation of the incoming solar and longwave radiation products (DSSF and DSLF) derived from the Meteosat Second Generation satellite was undertaken in the French Alps and the Pyrenees. The satellite products were compared with forecast fields from the meteorological model AROME and with analyses fields from the SAFRAN system. A new satellite-derived product (DSLFnew) was developed by combining satellite observations and AROME forecasts. An evaluation against in situ measurements showed lower errors for DSSF than AROME and SAFRAN in terms of solar irradiances. For longwave irradiances, contrasted results falling in the range of uncertainty of sensors did not enable us to select the best product. Spatial comparisons of the different datasets over the Alpine and Pyrenean domains highlighted a better representation of the spatial variability of solar fluxes by DSSF and AROME than SAFRAN. We also showed that the altitudinal gradient of longwave irradiance is too strong for DSLFnew and too weak for SAFRAN. These datasets were then used as radiative forcing together with AROME near-surface forecasts to drive distributed snowpack simulations by the model Crocus in the French Alps and the Pyrenees. An evaluation against in-situ snow depth measurements showed higher biases when using satellite-derived products, despite their quality. This effect is attributed to some error compensations in the atmospheric forcing and the snowpack model. However, satellite-derived radiation products are judged beneficial for snowpack modelling in mountains, when the error compensations are solved.

Domaines

Météorologie
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Dates et versions

hal-03684296 , version 1 (08-10-2024)

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Louis Quéno, Fatima Karbou, Vincent Vionnet, Ingrid Dombrowski-Etchevers. Satellite products of incoming solar and longwave radiations used for snowpack modelling in mountainous terrain. 2024. ⟨hal-03684296⟩
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