2014
DOI: 10.1080/02786826.2014.932896
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Automated Determination of Aggregate Primary Particle Size Distribution by TEM Image Analysis: Application to Soot

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Cited by 104 publications
(99 citation statements)
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“…For simplification, numerical studies on BC clusters always assume the monomers to have exactly the same diameter and to attach with others without overlapping. However, some experimental studies indicate that this is not true for realistic BC aggregates: the monomer diameters were found to vary from approximately 10 nm to over 100 nm following a lognormal size distribution Faeth 1992, 1994;Lehre et al 2003;Dankers and Leipertz 2004;Chakrabarty et al 2006Chakrabarty et al , 2007Liu et al 2006;Bescond et al 2014). Bescond et al (2014) presented an automated method for determination of the monomer size distribution, and also show the wide variation on monomer diameters.…”
Section: Introductionmentioning
confidence: 99%
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“…For simplification, numerical studies on BC clusters always assume the monomers to have exactly the same diameter and to attach with others without overlapping. However, some experimental studies indicate that this is not true for realistic BC aggregates: the monomer diameters were found to vary from approximately 10 nm to over 100 nm following a lognormal size distribution Faeth 1992, 1994;Lehre et al 2003;Dankers and Leipertz 2004;Chakrabarty et al 2006Chakrabarty et al , 2007Liu et al 2006;Bescond et al 2014). Bescond et al (2014) presented an automated method for determination of the monomer size distribution, and also show the wide variation on monomer diameters.…”
Section: Introductionmentioning
confidence: 99%
“…Here, d geo is the geometric mean of monomer diameters, and the geometric standard deviation s exhibits values from 1.1 to over 1.6 from various observations Faeth 1992, 1994;Lehre et al 2003;Dankers and Leipertz 2004;Chakrabarty et al 2006Chakrabarty et al , 2007Liu et al 2006;Bescond et al 2014). It should be noticed that the size distribution in Equation (2) is normalized.…”
Section: Introductionmentioning
confidence: 99%
“…Several variants of the Hough transform have been developed, such as, the fast Hough transform (Li et al, 1986), twostage CHT (Yuen et al, 1990), space saving approach CHT (Albanesi and Ferretti, 1990), and the phase-10 coding method (Atherton and Kerbyson, 1999). These techniques have been used to detect natural particles with circular shapes in digital images, such as, circular nanoparticles in transmission electron microscopy (TEM) images (Bescond et al, 2014;Mirzaei and Rafsanjani, 2017).…”
Section: Technique To Identify Element Frozen Dropletsmentioning
confidence: 99%
“…Prior studies have used such techniques to identify the elemental or primary particles within black carbon aggregates (e.g., Bescond et al, 2014;China et al, 2013), most of which are circular. Similar…”
Section: Technique To Identify Element Frozen Dropletsmentioning
confidence: 99%
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