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On the functional form of particle number size distributions: influence of particle source and meteorological variables

机译:关于粒子数尺寸分布的功能形式:粒子源和气象变量的影响

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Particle number size distributions (PNSDs) have been collected periodically in the urban area of Milan, Italy, during 2011 and 2012 in winter and summer months. Moreover, comparable PNSD measurements were carried out in the rural mountain site of Oga–San Colombano (2250ma.s.l.), Italy, during February?2005 and August?2011. The aerosol data have been measured through the use of optical particle counters in the size range 0.3–25μm, with a time resolution of 1?min. The comparison of the PNSDs collected in the two sites has been done in terms of total number concentration, showing higher numbers in Milan (often exceeding 103cm?3 in winter season) compared to Oga–San Colombano (not greater than 2×102cm?3), as expected. The skewness–kurtosis plane has been used in order to provide a synoptic view, and select the best distribution family describing the empirical PNSD pattern. The four-parameter Johnson system-bounded distribution (called Johnson SB or JSB) has been tested for this aim, due to its great flexibility and ability to assume different shapes. The PNSD pattern has been found to be generally invariant under site and season changes. Nevertheless, several PNSDs belonging to the Milan winter season (generally more than 30%) clearly deviate from the standard empirical pattern. The seasonal increase in the concentration of primary aerosols due to combustion processes in winter and the influence of weather variables throughout the year, such as precipitation and wind speed, could be considered plausible explanations of PNSD dynamics.
机译:粒子数尺寸分布(PNSDs)定期在意大利米兰,2011年和2012年在冬季和夏季地区收集。此外,2月期间,在意大利的Oga-San Colombano(2250ma.s.l.)的农村山地现场进行了可比的PNSD测量。2005年和8月?2011年。通过使用尺寸范围为0.3-25μm的光学粒子计数器来测量气溶胶数据,其中时间分辨率为1?min。与Oga-San Colombano(冬季)的总数集中,在两个站点中收集的PNSDS的比较已经在总数浓度方面进行,显示米兰(通常超过103厘米)(冬季超过103厘米))(不大于2×102cm?3 ),正如预期的那样。已经使用了偏斜 - 峰氏菌平面以提供概要视图,并选择描述经验PNSD图案的最佳分配家庭。由于其具有极大的灵活性和呈现不同形状的能力,已经测试了四个参数约翰逊系统界分布(称为Johnson SB或JSB)。已发现PNSD模式通常在现场和季节变化下不变。然而,几个属于米兰冬季的PNSDS(一般超过30%)显然偏离了标准的经验模式。由于冬季燃烧过程引起的原发性气溶胶浓度的季节性增加以及天气变量的影响,例如降水和风速,可以被认为是对PNSD动力学的合理解释。

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