Arid
DOI10.1002/2015JD023287
Mineral dust impact on snow radiative properties in the European Alps combining ground, UAV, and satellite observations
Di Mauro, B.1; Fava, F.1; Ferrero, L.2; Garzonio, R.1; Baccolo, G.3,4,5; Delmonte, B.3; Colombo, R.1
通讯作者Di Mauro, B.
来源期刊JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
ISSN2169-897X
EISSN2169-8996
出版年2015
卷号120期号:12页码:6080-6097
英文摘要

In this paper, we evaluate the impact of mineral dust (MD) on snow radiative properties in the European Alps at ground, aerial, and satellite scale. A field survey was conducted to acquire snow spectral reflectance measurements with an Analytical Spectral Device (ASD) Field Spec Pro spectroradiometer. Surface snow samples were analyzed to determine the concentration and size distribution of MD in each sample. An overflight of a four-rotor Unmanned Aerial Vehicle (UAV) equipped with an RGB digital camera sensor was carried out during the field operations. Finally, Landsat 8 Operational Land Imager (OLI) data covering the central European Alps were analyzed. Observed reflectance evidenced that MD strongly reduced the spectral reflectance of snow, in particular, from 350 to 600nm. Reflectance was compared with that simulated by parameterizing the Snow, Ice, and Aerosol Radiation radiative transfer model. We defined a novel spectral index, the Snow Darkening Index (SDI), that combines different wavelengths showing nonlinear correlation with measured MD concentrations (R-2=0.87, root-mean-square error=0.037). We also estimated a positive instantaneous radiative forcing that reaches values up to 153W/m(2) for the most concentrated sampling area. SDI maps at local scale were produced using the UAV data, while regional SDI maps were generated with OLI data. These maps show the spatial distribution of MD in snow after a natural deposition from the Saharan desert. Such postdepositional experimental data are fundamental for validating radiative transfer models and global climate models that simulate the impact of MD on snow radiative properties.


英文关键词snow albedo mineral dust European Alps UAV Landsat 8 radiative forcing
类型Article
语种英语
国家Italy
收录类别SCI-E
WOS记录号WOS:000357956800020
WOS关键词LIGHT-ABSORBING IMPURITIES ; BLACK-CARBON ; SPECTRAL ALBEDO ; SAHARAN DUST ; LOW-COST ; ICE-AGE ; CLIMATE ; REFLECTANCE ; RESOLUTION ; DEPOSITION
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/188679
作者单位1.Univ Milano Bicocca, Dept Earth & Environm Sci, Remote Sensing Environm Dynam Lab, Milan, Italy;
2.Univ Milano Bicocca, Dept Earth & Environm Sci, POLARIS Res Ctr, Milan, Italy;
3.Univ Milano Bicocca, Dept Earth & Environm Sci, Milan, Italy;
4.Sect Milano Bicocca, Natl Inst Nucl Phys INFN, Milan, Italy;
5.Univ Siena, Dept Earth Sci, I-53100 Siena, Italy
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GB/T 7714
Di Mauro, B.,Fava, F.,Ferrero, L.,et al. Mineral dust impact on snow radiative properties in the European Alps combining ground, UAV, and satellite observations[J],2015,120(12):6080-6097.
APA Di Mauro, B..,Fava, F..,Ferrero, L..,Garzonio, R..,Baccolo, G..,...&Colombo, R..(2015).Mineral dust impact on snow radiative properties in the European Alps combining ground, UAV, and satellite observations.JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,120(12),6080-6097.
MLA Di Mauro, B.,et al."Mineral dust impact on snow radiative properties in the European Alps combining ground, UAV, and satellite observations".JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES 120.12(2015):6080-6097.
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