globalchange  > 气候变化与战略
DOI: 10.5194/hess-24-2083-2020
论文题名:
Satellite-derived products of solar and longwave irradiances used for snowpack modelling in mountainous terrain
作者: Quéno L.; Karbou F.; Vionnet V.; Dombrowski-Etchevers I.
刊名: Hydrology and Earth System Sciences
ISSN: 1027-5606
出版年: 2020
卷: 24, 期:4
起始页码: 2083
结束页码: 2104
语种: 英语
Scopus关键词: Atmospheric radiation ; Errors ; Forecasting ; Landforms ; Satellites ; Atmospheric forcing ; Downwelling irradiance ; In-situ measurement ; Meteorological modeling ; Meteosat second generations ; Mountainous terrain ; Satellite observations ; Spatial variability ; Quality control ; data set ; error analysis ; Meteosat ; radiative forcing ; shortwave radiation ; simulation ; snowpack ; solar power ; terrain ; Alps ; Pyrenees ; Crocus
英文摘要:

In mountainous terrain, the snowpack is strongly affected by incoming shortwave and longwave radiation. In this study, a thorough evaluation of the solar and longwave downwelling irradiance products (DSSF and DSLF) derived from the Meteosat Second Generation satellite was undertaken in the French Alps and the Pyrenees. The satellite-derived products were compared with forecast fields from the meteorological model AROME and with analysis 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, we were not able to select the best product due to contrasted results falling in the range of uncertainty of the sensors. 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 irradiance products are judged beneficial for snowpack modelling in mountains, when the error compensations are solved.

. © 2020 Copernicus GmbH. All rights reserved.
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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/162715
Appears in Collections:气候变化与战略

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作者单位: Quéno, L., Univ. Grenoble Alpes, Université de Toulouse, Météo-France, CNRS, CNRM, Centre d'Etudes de la Neige, Grenoble, 38000, France, WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland; Karbou, F., Univ. Grenoble Alpes, Université de Toulouse, Météo-France, CNRS, CNRM, Centre d'Etudes de la Neige, Grenoble, 38000, France; Vionnet, V., Univ. Grenoble Alpes, Université de Toulouse, Météo-France, CNRS, CNRM, Centre d'Etudes de la Neige, Grenoble, 38000, France, Environmental Numerical Research Prediction, Environment and Climate Change Canada, Dorval, QC, Canada; Dombrowski-Etchevers, I., CNRM, Université de Toulouse, Météo-France, CNRS, Toulouse, France

Recommended Citation:
Quéno L.,Karbou F.,Vionnet V.,et al. Satellite-derived products of solar and longwave irradiances used for snowpack modelling in mountainous terrain[J]. Hydrology and Earth System Sciences,2020-01-01,24(4)
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