2016
DOI: 10.1007/s10762-016-0283-8
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Monitoring PM2.5 in the Atmosphere by Using Terahertz Time-Domain Spectroscopy

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Cited by 25 publications
(13 citation statements)
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“…The THz radiation has many advantages over other imaging modalities in many aspects including non-ionizing [7], classifying species of tissue [8], and scattering and water absorption for porosimetry [9]. As a result, the terahertz radiation has shown widespread potential applications in diverse areas to address the real-world problems including genomics [10], medical diagnostics [11], pharmacology [12], healthcare applications [13] [14], Body-Area Networks (BAN) [15] [16], wireless communication [17] [18], environmental monitoring [19], agriculture [20] and food analysis [21] [22], defence and security [23]- [25].…”
Section: Introductionmentioning
confidence: 99%
“…The THz radiation has many advantages over other imaging modalities in many aspects including non-ionizing [7], classifying species of tissue [8], and scattering and water absorption for porosimetry [9]. As a result, the terahertz radiation has shown widespread potential applications in diverse areas to address the real-world problems including genomics [10], medical diagnostics [11], pharmacology [12], healthcare applications [13] [14], Body-Area Networks (BAN) [15] [16], wireless communication [17] [18], environmental monitoring [19], agriculture [20] and food analysis [21] [22], defence and security [23]- [25].…”
Section: Introductionmentioning
confidence: 99%
“…In addition to toxic gases, detection of particulates in the atmosphere is also vitally important for pollution monitoring. Two studies have used TDS to measure levels of PM2.5, i.e., concentration of particles with a mean size of 2.5 μm [177,178], detecting concentrations as low as 20 μg/m 3 .…”
Section: Gas Sensingmentioning
confidence: 99%
“…THz-TDS and THz spectroscopic imaging are widely used to study multi-component mixtures [18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34] such as chemical mixtures of neutral substances [18,19,20,21,22,23,24], explosives [25,26,27,28], illicit drugs [29], amino acids [30,31,32], and neurotransmitters metabolites in biomedicine [33]. THz-TDS is used for monitoring the components and content of PM2.5 particulates in the atmosphere [34] that is of great importance for pollution control and environmental protection. It is worth noting that, in most of these papers, in order to determine the components concentrations in the mixture, THz-TDS is used together with different chemometrics methods in the transmission mode.…”
Section: Introductionmentioning
confidence: 99%
“…Then the quantitative models were obtained by stepwise regression. A back propagation (BP) neural network was applied in [34] for the qualitative and quantitative analysis of the mixtures. Recall that the back propagation method is a modification of the classical gradient descent method and in some cases, it is more efficient than the least squares method.…”
Section: Introductionmentioning
confidence: 99%