Mapping asbestos-cement roofing with hyperspectral remote sensing over a large mountain region of the Italian Western Alps.
Mapping asbestos-cement roofing with hyperspectral remote sensing over a large mountain region of the Italian Western Alps.
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DOI：
10.3390/s140915900
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发表时间：
2014-08-27
期刊：
影响因子：
--
通讯作者：
Gianinetto M
中科院分区：
文献类型：
--
作者：
Frassy F;Candiani G;Rusmini M;Maianti P;Marchesi A;Rota Nodari F;Dalla Via G;Albonico C;Gianinetto M
世界卫生组织估计，世界上每年有10万人死于与石棉有关的癌症，到2030年，预计将有30多万欧洲公民死于与石棉有关的间皮瘤。欧洲和意大利的立法都禁止制造、进口、加工和商业分销含石棉产品，并建议安全清除公共和私人建筑物中的石棉的行动计划。本文描述了利用多光谱红外和可见光成像光谱仪传感器对意大利西阿尔卑斯山一大片山区的石棉水泥覆盖物进行定量测绘。处理了一个由61个空中样带组成的非常大的数据集，覆盖了3263平方公里，以支持鉴定石棉水泥屋顶的建筑物，这是由瓦莱达奥斯塔自治区在区域环境保护局的支持下推动的。结果显示，就检测到的石棉水泥表面而言，总体制图精度为80%。地形对分类精度的影响表明，即使在高起伏景观中，数据的空间分辨率也是误差的主要来源，较小的石棉水泥覆盖层没有被检测到或被错误分类。
The World Health Organization estimates that 100 thousand people in the world die every year from asbestos-related cancers and more than 300 thousand European citizens are expected to die from asbestos-related mesothelioma by 2030. Both the European and the Italian legislations have banned the manufacture, importation, processing and distribution in commerce of asbestos-containing products and have recommended action plans for the safe removal of asbestos from public and private buildings. This paper describes the quantitative mapping of asbestos-cement covers over a large mountainous region of Italian Western Alps using the Multispectral Infrared and Visible Imaging Spectrometer sensor. A very large data set made up of 61 airborne transect strips covering 3263 km2 were processed to support the identification of buildings with asbestos-cement roofing, promoted by the Valle d'Aosta Autonomous Region with the support of the Regional Environmental Protection Agency. Results showed an overall mapping accuracy of 80%, in terms of asbestos-cement surface detected. The influence of topography on the classification's accuracy suggested that even in high relief landscapes, the spatial resolution of data is the major source of errors and the smaller asbestos-cement covers were not detected or misclassified.
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影响因子：
2.7
作者：
Fiumi, Lorenza;Congedo, Luca;Meoni, Carlo
通讯作者：
Meoni, Carlo
DOI：
10.1109/tgrs.2007.895414
发表时间：
2007-10-01
影响因子：
8.2
作者：
Gianinetto, Marco;Villa, Paolo
通讯作者：
Villa, Paolo
DOI：
10.5721/itjrs20124413
发表时间：
2012-01-01
影响因子：
--
作者：
Giannini, Massimiliano Basile;Creta, Teresa;Allegrini, Alessia
通讯作者：
Allegrini, Alessia
DOI：
10.1109/tgrs.2008.2002953
发表时间：
2009-01-01
影响因子：
8.2
作者：
Amato, Umberto;Cavalli, Rosa Maria;Santini, Federico
通讯作者：
Santini, Federico
影响因子：
--
作者：
Luqman, Muhammad;Javed, Muhammad Mohsin;Khan, Amin-Ul-Haq
通讯作者：
Khan, Amin-Ul-Haq