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Volcanic ash cloud detection from space: a preliminary comparison between RST approach and water vapour corrected BTD procedure

机译:从空间探测火山灰云:RsT方法与水汽校正BTD程序的初步比较

摘要

Volcanic eruptions can inject large amounts (Tg) of gas and particles into the troposphere and, sometimes, intothe stratosphere. Besides the main gases (H2O, CO2 , SO2 and HCl), volcanic clouds contain a mix of silicateash particles in the size range 0.1μm to mm or larger. Interest in the ash presence detection is high in particularbecause it represents a serious hazard for air traffic. Particles with dimension of several millimeters can damagethe aircraft structure (windows, wings, ailerons), while particles less than 10μm may be extremely dangerous forthe jet engines and are undetectable by the pilots during night or in low visibility conditions.Satellite data are useful for measuring volcanic clouds because of the large vertical range of these emissions andtheir likely large horizontal spread. Moreover, since volcanoes are globally distributed and inherently dangerous,satellite measurements offer a practical and safe platform from which to make observations. Two differenttechniques used to detect volcanic clouds from satellite data are considered here for a preliminary comparison,with possible implications on quantitative retrievals of plume parameters. In particular, the Robust SatelliteTechniques (RST) approach and a water vapour corrected version of the Brightness Temperature Difference(BTD) procedure, will be compared.The RST approach is based on the multi-temporal analysis of historical, long-term satellite records, devoted to aformer characterization of the measured signal, in terms of expected value and natural variability and a furtherrecognition of signal anomalies by an automatic, unsupervised change detection step. The BTD method is basedon the difference between the brightness temperature measured in two channels centered around 11 and 12 mm.To take into account the atmospheric water vapour differential absorption in the 11–12 μm spectral range thattends to reduce (and in some cases completely mask) the BTD signal, a water vapor correction procedure, basedon measured or synthetic atmospheric profiles, has been applied. Results independently achieved by both methodsduring recent Mt. Etna eruptions are presented, compared and discussed also in terms of further implications forquantitative retrievals of plume parameters.
机译:火山喷发会将大量的气体和颗粒注入对流层,有时还会注入平流层。除主要气体(H2O,CO2,SO2和HCl)外,火山云还包含大小范围为0.1μm至mm或更大的硅酸盐混合物。对灰分存在检测的兴趣特别高,因为它对空中交通构成严重危害。几毫米大小的微粒会损坏飞机的结构(窗户,机翼,副翼),而小于10μm的微粒对喷气发动机可能是极其危险的,并且在夜间或低能见度条件下飞行员无法察觉。卫星数据可用于测量火山云,因为这些排放物的垂直范围很大,而且水平散布可能很大。此外,由于火山是全球性分布的并且具有固有的危险性,因此卫星测量提供了一个实用且安全的平台来进行观测。本文考虑了两种用于从卫星数据中检测火山云的技术,以进行初步比较,这可能对羽状参数的定量检索产生影响。特别是,将比较鲁棒卫星技术(RST)方法和水蒸气校正版本的亮度温差(BTD)程序。RST方法基于对历史,长期卫星记录的多时间分析,致力于根据预期值和自然变异性对被测信号进行前者表征,并通过自动,无监督的变化检测步骤进一步识别信号异常。 BTD方法基于在以11和12 mm为中心的两个通道中测得的亮度温度之间的差异。要考虑到在11–12μm光谱范围内的大气水汽差异吸收会减小(在某些情况下会完全掩盖) )BTD信号,已基于测量或合成的大气廓线应用了水蒸气校正程序。两种方法在最近的Mt.埃特纳火山喷发也被提出,比较和讨论,还涉及对羽流参数进行定量检索的进一步含义。

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