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两种间接测量大气降尘方法的比较:基于高光谱图像数据的街道尘埃成分和植被健康状况。

Comparison of two methods for indirect measurement of atmospheric dust deposition: Street-dust composition and vegetation-health status derived from hyperspectral image data.

机构信息

Geological Survey of Slovenia, Dimičeva ulica 14, 1000, Ljubljana, Slovenia.

Czech Geological Survey, Klárov 3, Prague 1, 118 21, Czech Republic.

出版信息

Ambio. 2019 Apr;48(4):423-435. doi: 10.1007/s13280-018-1093-0. Epub 2018 Aug 25.

Abstract

This study presents a statistical comparison between the in situ measurements of the elemental composition of street dust and a forest health status classification derived from aerial hyperspectral image data (HyMap). Combining these two methods allowed us to indirectly pinpoint at a high spatial resolution the atmospheric dust emissions and its effects in a study area around the open-pit lignite mine in Sokolov, Czech Republic. The results reveal a statistically significant relationship between increased Al, Na, Li and Sr levels in street dust and decreased forest health status, and the highest number of statistically significant correlations within a 100 m distance from the street-dust sampling points. Differences in lithological composition were unable to sufficiently explain these changes, therefore anthropogenic factors like dust emissions from coal mining and coal combustion, as well as urbanisation and other industries might be the reason for this link. Such studies are a crucial step in developing new high spatial resolution methods for determining atmospheric dust deposition and their effects.

摘要

本研究对街道灰尘元素组成的原位测量值与航空高光谱图像数据(HyMap)得出的森林健康状况分类进行了统计比较。这两种方法的结合使我们能够以高空间分辨率间接确定捷克索科洛夫露天褐煤矿周围研究区域的大气灰尘排放及其影响。结果表明,街道灰尘中 Al、Na、Li 和 Sr 水平的升高与森林健康状况的降低之间存在统计学上的显著关系,在距离街道灰尘采样点 100 米范围内,存在的统计学上显著相关的数量最多。岩性组成的差异无法充分解释这些变化,因此,人为因素如采煤和煤燃烧产生的灰尘排放,以及城市化和其他工业可能是造成这种联系的原因。此类研究是开发用于确定大气灰尘沉积及其影响的新的高空间分辨率方法的关键步骤。

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