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Aqueous-phase reactions occurred in the PM2.5 cumulative explosive growth during the heavy pollution episode (HPE) in 2016 Beijing wintertime 2016年北京冬季重污染事件(HPE)期间PM2.5累积爆发性增长发生了水相反应
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2019.1620079
Lingyan Wu, Junying Sun, Xiaoye Zhang, Yangmei Zhang, Yaqiang Wang, J. Zhong, Yun Yang
Abstract A heavy pollution episode (HPE) that lasted for seven days occurred over the North China Plain in December 2016. An in situ Ambient Ion Monitor was applied to analyze the chemical composition of PM2.5 (fine particulate matter with diameters less than 2.5 µm) and gaseous HONO concentration during that event. A representative explosive growth in the pollution cumulative stage was selected to investigate the pollution mechanism during the HPE in Beijing. PM2.5 cumulative explosive growth processes were observed to occur commonly under high relative humidity (RH) condition. Our results demonstrated that the aqueous-phase oxidation of SO2 by NO2 to sulfate could contribute to the cumulative explosive growth. Nitrate produced by secondary formation was another factor in the growth of PM2.5. Depending on the relative humidity, temperature, and chemical species, the deliquescence relative humidity was calculated to 82%, 81%, and 83% for (NH4)2SO4, NH4NO3, and NH4Cl, respectively. The preexisting PM2.5 surface changed from solid to liquid when RH > 81%. Coincidentally, both the sulfur oxidation ratio (SOR) and reaction product HONO displayed an evident exponential relationship with RH and increased more quickly when RH was larger than 80%. In addition, sufficiently excessive NO2 made the aqueous-phase oxidation of SO2 efficiently proceed even at relative low SO2 concentrations (below 15 µg m−3). Potential H+ in the reactions was neutralized by NH3, resulting in fully neutralized PM2.5 during HPE. The chemical evolution of these reactions was discussed in detail in this study.
2016年12月,华北平原发生了一次持续7天的重污染事件。使用现场环境离子监测仪分析了该事件期间PM2.5(直径小于2.5µm的细颗粒物)的化学成分和气态HONO浓度。选取具有代表性的污染累积阶段的爆发性增长为研究对象,探讨了北京HPE期间的污染机制。在高相对湿度条件下,PM2.5的累积爆发性生长过程较为常见。研究结果表明,NO2水相氧化SO2生成硫酸盐有助于累积爆发性生长。次生形成产生的硝酸盐是PM2.5增长的另一个因素。根据相对湿度、温度和化学物质的不同,计算得出(NH4)2SO4、NH4NO3和NH4Cl的潮解相对湿度分别为82%、81%和83%。当相对湿度> 81%时,原有PM2.5表面由固体变为液体。巧合的是,硫氧化比(SOR)和反应产物HONO均与RH呈明显的指数关系,且当RH大于80%时,其增加速度更快。此外,足够过量的NO2使SO2的水相氧化即使在相对较低的SO2浓度(低于15µg m−3)下也能有效地进行。反应中的电位H+被NH3中和,导致HPE过程中PM2.5完全中和。本文详细讨论了这些反应的化学演化过程。
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引用次数: 19
Monte Carlo simulations of homogeneous nucleation and particle growth in the presence of background particles 蒙特卡罗模拟在背景粒子存在下的均匀成核和粒子生长
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2018.1554415
Gregor Kotalczyk, I. Skenderović, F. Kruis
Abstract The application of the Monte Carlo (MC) simulation technique for the modelling of nucleation processes with an existing background particle concentration is presented in this paper. Next to the nucleation of novel particles, the coagulation of an existing particle population as well as the condensational growth and evaporation of unstable particles (whose diameter is smaller than the critical Kelvin diameter) are included into the simulation. The usage of statistically weighted MC particles allows the description of particle size distribution (PSD), whose concentrations differ in several orders of magnitude. It is shown, that this approach allows to model the complex interplay between freshly nucleated particles and an existing background particle population. In this work, the nucleation of novel particles is modelled by three different nucleation theories discussed by [Girshick, S. L. and C.-P. Chiu (1990), The Journal of Chemical Physics 93], which comprise of (1) the classical nucleation theory, (2) a mathematical correction to (1) and (3) a self-consistency correction of (2). For the chosen simulation conditions, the resulting PSDs are independent of the used nucleation theory for longer simulation times, in which the simulations are described by the coagulation mechanism only. The time-frame is identified for which relevant discrepancies of the PSDs have to be taken into account.
摘要本文介绍了蒙特卡罗(MC)模拟技术在给定背景粒子浓度条件下的成核过程模拟中的应用。除了新粒子的成核外,现有粒子群的凝聚以及不稳定粒子(其直径小于临界开尔文直径)的凝聚生长和蒸发也包括在模拟中。统计加权MC颗粒的使用允许描述粒径分布(PSD),其浓度在几个数量级上不同。结果表明,这种方法可以模拟新成核粒子和现有背景粒子群之间复杂的相互作用。在这项工作中,由[Girshick, s.l.和c.p]讨论的三种不同的成核理论模拟了新粒子的成核。Chiu (1990), The Journal of Chemical Physics[93],其中包括(1)经典成核理论,(2)对(1)的数学修正和(3)对(2)的自洽性修正。对于所选的模拟条件,所得到的psd在较长的模拟时间内独立于所使用的成核理论,其中模拟仅由混凝机制描述。确定了一个时间范围,在这个时间范围内,必须考虑到发展规划文件的有关差异。
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引用次数: 7
New insights in sources of the sub-micrometre aerosol at Mt. Zeppelin observatory (Spitsbergen) in the year 2015 2015年齐柏林山天文台(斯匹次卑尔根)亚微米气溶胶来源的新见解
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2019.1613143
M. Karl, C. Leck, F. Mashayekhy Rad, Are Bäcklund, S. Lopez-Aparicio, J. Heintzenberg
Abstract In order to evaluate the potential impact of the Arctic anthropogenic emission sources it is essential to understand better the natural aerosol sources of the inner Arctic and the atmospheric processing of the aerosols during their transport in the Arctic atmosphere. A 1-year time series of chemically specific measurements of the sub-micrometre aerosol during 2015 has been taken at the Mt. Zeppelin observatory in the European Arctic. A source apportionment study combined measured molecular tracers as source markers, positive matrix factorization, analysis of the potential source distribution and auxiliary information from satellite data and ground-based observations. The annual average sub-micrometre mass was apportioned to regional background secondary sulphate (56%), sea spray (17%), biomass burning (15%), secondary nitrate (5.8%), secondary marine biogenic (4.5%), mixed combustion (1.6%), and two types of marine gel sources (together 0.7%). Secondary nitrate aerosol mainly contributed towards the end of summer and during autumn. During spring and summer, the secondary marine biogenic factor reached a contribution of up to 50% in some samples. The most likely origin of the mixed combustion source is due to oil and gas extraction activities in Eastern Siberia. The two marine polymer gel sources predominantly occurred in autumn and winter. The small contribution of the marine gel sources at Mt. Zeppelin observatory in summer as opposed to regions closer to the North Pole is attributed to differences in ocean biology, vertical distribution of phytoplankton, and the earlier start of the summer season.
为了评估北极人为排放源的潜在影响,有必要更好地了解北极内部的天然气溶胶源以及气溶胶在北极大气中运输过程中的大气加工过程。欧洲北极的齐柏林山天文台在2015年期间对亚微米气溶胶进行了为期一年的化学特异性测量。一项源分配研究结合了测量的分子示踪剂作为源标记、正矩阵分解、潜在源分布分析以及来自卫星数据和地面观测的辅助信息。年平均亚微米质量分配为区域背景次生硫酸盐(56%)、海水喷雾(17%)、生物质燃烧(15%)、次生硝酸盐(5.8%)、次生海洋生物源(4.5%)、混合燃烧(1.6%)和两种海洋凝胶源(合计0.7%)。次生硝态氮气溶胶主要贡献于夏末和秋季。在春夏季,部分样品的次生海洋生物成因贡献率高达50%。混合燃烧源最可能的来源是东西伯利亚的石油和天然气开采活动。两种海洋聚合物凝胶源主要出现在秋季和冬季。与靠近北极的地区相比,齐柏林山天文台的海洋凝胶源在夏季的贡献较小,这归因于海洋生物学的差异、浮游植物的垂直分布以及夏季的早期开始。
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引用次数: 11
The role of ASM on the formation and properties of cirrus clouds over the Tibetan Plateau ASM对青藏高原卷云形成和性质的影响
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2019.1577070
Qianshan He, Xiangdong Zheng, Jian Li, Wei Gao, Yanyu Wang, T. Cheng, J. Pu, Jie Liu, LI Chengcai
Abstract Cirrus clouds play a significant role in the Earth’s energy balance and in the hydrological cycle of the atmosphere. Here, a high-performance Micro Pulse Lidar was continuously used to investigate cirrus cloud formation and characteristics at Ali (32.50°N, 80.08°E; 4279 m), in the western Tibetan Plateau from 25 July to 23 September 2016, a time frame that spanned the prevalence and degeneration period of the Asian summer monsoon (ASM). The cirrus clouds frequently occurred with sharp fluctuations in the vertical distribution from 8 to 14 km above ground level (AGL) during the ASM period. In contrast, cirrus clouds were remarkably reduced and consistently existed near 10 km in September, when the ASM began subsiding due to the lack of a driving force that triggers ice formation. Approximately half of the cirrus clouds were caused by deep convective activity during the ASM period, which held one-third of total cirrus clouds during the whole measurement period. These anvil cirrus clouds have a liquid origin and are characterised by optically thicker clouds with Cloud Optical Depth values greater than 0.2, high depolarisation ratios and high lidar ratios. These observations indicate that, in agreement with other studies at mid-latitudes and in the Arctic, liquid origin cirrus could be associated with thicker, larger and more complex nonspherical ice crystals in comparison to in situ formed cirrus. Cold perturbations were responsible for the formation and evolution of the remaining two-thirds of cirrus clouds. These clouds were mostly associated with in situ formation of ice crystals, in the slow updrafts in the tropical transition layer over the Tibetan Plateau.
卷云在地球能量平衡和大气水文循环中起着重要作用。在这里,使用高性能微脉冲激光雷达连续研究阿里(32.50°N, 80.08°E;2016年7月25日至9月23日,青藏高原西部海拔4279米,这一时间段跨越了亚洲夏季风(ASM)的盛行期和退化期。在ASM期间,卷云在离地8 ~ 14 km的垂直分布上频繁出现剧烈波动。相比之下,9月份,由于缺乏触发冰形成的驱动力,大西洋暖气区开始下沉,卷云明显减少,并持续存在于10公里附近。在整个测量期间,大约一半的卷云是由深对流活动引起的,深对流活动占整个测量期间卷云总量的三分之一。这些砧状卷云的起源是液体,其特征是云层较厚,云光学深度值大于0.2,高去极化比和高激光雷达比。这些观测结果表明,与中纬度地区和北极地区的其他研究结果一致,与原位形成的卷云相比,液态起源的卷云可能与更厚、更大、更复杂的非球形冰晶有关。冷扰动是其余三分之二卷云形成和演化的原因。这些云主要与青藏高原上空热带过渡层缓慢上升气流中的原位冰晶形成有关。
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引用次数: 3
Assessing moisture sources of precipitation in the Western Pamir Mountains (Tajikistan, Central Asia) using deuterium excess 利用氘过剩评估西帕米尔山(塔吉克斯坦,中亚)降水的水分来源
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2019.1601987
T. Juhlke, C. Meier, R. van Geldern, K. Vanselow, Jakob Wernicke, J. Baidulloeva, J. Barth, S. Weise
Abstract Air moisture of oceanic origin can be subject to long-range transport and could contribute to precipitation at distant places. With ongoing climate change the relationship between water vapour sources and sinks is under constant evolution and plays an important role for water budget assessments. This study analysed monthly integrated and event-based precipitation samples from two field sites in the Western Pamir Mountains (Tajikistan) for stable isotope compositions of oxygen (δ18O) and hydrogen (δ2H) of water. The aim was to investigate water vapour sources and, in particular, to evaluate contributions of water vapour from the Mediterranean region. The latter has been often postulated as a potential moisture source region for Central Asia. Deuterium excess values (d), that serve as a fingerprint of moisture origin, were below 13‰ in monthly integrated samples, for most of the year. This indicates a smaller contribution of high Mediterranean moisture (∼20‰) to the Western Pamir Mountains than originally expected. A maximum d value of 19‰ was observed in March, which is not in agreement with the common observation of increased Mediterranean contribution during winter (DJF). A Lagrangian backward trajectory model (HYSPLIT) was applied to infer the general air mass origin for sampled precipitation events. A maximum contribution of ‘western’ moisture of 40% was also detected in March, while 40%–60% of moisture that contributed to precipitation events in winter was transported by trajectories that originated from the Northern Indian Ocean.
来自海洋的空气湿度可以受到远距离输送的影响,并可能对遥远地方的降水有贡献。随着气候的持续变化,水汽源与汇之间的关系也在不断演变,并在水分收支评估中发挥着重要作用。本研究分析了来自西帕米尔山(塔吉克斯坦)两个野外站点的月度综合和基于事件的降水样本,以确定水的氧(δ18O)和氢(δ2H)的稳定同位素组成。目的是调查水蒸汽的来源,特别是评价来自地中海区域的水蒸汽的贡献。后者经常被假定为中亚的潜在湿气源区。作为水分来源指纹的氘过量值(d)在一年中的大部分时间里都低于13‰。这表明地中海高湿度(~ 20‰)对西帕米尔山脉的贡献比最初预期的要小。3月份观测到的d值最大值为19‰,这与冬季地中海贡献增加的普遍观测结果不一致。应用拉格朗日反轨迹模型(HYSPLIT)对采样降水事件的一般气团起源进行了推断。“西部”水汽的最大贡献在3月份也达到了40%,而导致冬季降水事件的40% - 60%的水汽是由源自北印度洋的轨迹输送的。
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引用次数: 35
Composition, isotopic fingerprint and source attribution of nitrate deposition from rain and fog at a Sub-Arctic Mountain site in Central Sweden (Mt Åreskutan) 瑞典中部亚北极山区(Åreskutan山)雨和雾中硝酸盐沉积的组成、同位素指纹和来源归属
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2018.1559398
Carmen P. Vega, E. Monica Mårtensson, U. Wideqvist, J. Kaiser, P. Zieger, J. Ström
Abstract While dry and rain deposition of nitrate (NO3−) and ammonium (NH4+) are regularly assessed, fog deposition is often overlooked. This work assesses summer fog events contribution to nitrogen deposition and availability for forest ecosystems. Rain and fog samples were collected at Mt Åreskutan, Sweden, during CAEsAR (Cloud and Aerosol Characterization Experiment), in 2014. NH4+ + NO3− represent (31 ± 25) % of total rain ion amount, and (31 ± 42) % in fog. Based on ion concentrations and the nitrate stable isotope signatures δ(15N) and δ(18O), it was possible to detect the plume generated by the Västmanland forest fire; NOx emissions from oil rigs and Kola Peninsula; and the plume of Bardarbunga volcano, Iceland. Scavenging of ions by fog was more efficient than by rain. Rain NH4+ and NO3− deposition was (26 ± 36) μmol m−2 d−1 and (23 ± 27) μmol m−2 d−1, respectively. Fog NH4+ and NO3− contributed (77 ± 80) % to total wet deposition of these species. Upscaling rain deposition fluxes to 1 year gave an inorganic nitrogen deposition of (18 ± 16) mmol m−2 a−1 ((252 ± 224) mg m−2 a−1 N equivalents), whereas fog deposition was estimated as (59 ± 47) mmol m−2 a−1 ((826 ± 658) mg m−2 a−1 N equivalents). Annual fog deposition was four times higher than previously reported for the area which only considered rain deposition. However, great uncertainty on the calculation of fog deposition need to be bear in mind. These findings suggest that fog should be considered in deposition estimates of inorganic nitrogen and major ions. If fog deposition is not accounted for, ion wet deposition may be greatly underestimated. Further sampling of wet and dry deposition is important for understanding the influence of nitrogen deposition on forest and vegetation development, as well as soil major ion loads.
硝态氮(NO3−)和铵态氮(NH4+)的干沉降和雨沉降经常被评估,而雾沉降往往被忽视。这项工作评估了夏季雾事件对氮沉积和森林生态系统可用性的贡献。2014年CAEsAR(云和气溶胶表征实验)期间在瑞典Åreskutan山收集了雨和雾样本。NH4+ + NO3−占雨离子总量的(31±25)%,雾离子总量的(31±42)%。根据离子浓度和硝酸盐稳定同位素特征δ(15N)和δ(18O),可以检测Västmanland森林火灾产生的羽流;石油钻井平台和科拉半岛的氮氧化物排放;以及冰岛巴尔达邦加火山的羽流。雾对离子的清除比雨更有效。NH4+和NO3−沉积量分别为(26±36)μmol m−2 d−1和(23±27)μmol m−2 d−1。雾NH4+和NO3−对这些物种的总湿沉降贡献了(77±80)%。将降雨沉降通量升级到1年,得到的无机氮沉降为(18±16)mmol m−2 a−1((252±224)mg m−2 a−1 N当量),而雾沉降估计为(59±47)mmol m−2 a−1((826±658)mg m−2 a−1 N当量)。在只考虑降雨的地区,年雾沉降量是以前报告的四倍。但是,雾积计算的不确定性很大,需要考虑到。这些发现表明,在估计无机氮和主要离子的沉积时应考虑雾。如果不考虑雾沉积,离子湿沉积可能会被大大低估。进一步的干湿沉降取样对于了解氮沉降对森林和植被发育的影响以及土壤主要离子负荷具有重要意义。
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引用次数: 5
The MACv2 aerosol climatology MACv2气溶胶气候学
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2019.1623639
S. Kinne
Abstract The MAC aerosol climatology defines monthly global maps for aerosol properties. The definition of mid-visible optical and microphysical properties is strongly linked to multi-year statistics of observations by sun-photometers of the AERONET and MAN ground networks. As available statistics are spatially sparse, context from bottom-up global modelling is added. Now in its second version, oceanic MAN reference data are included, a different lower anthropogenic fraction is assumed and the merging of the data-statistics is improved. Hereby, now only absolute properties are merged and trusted photometer data are given stronger weights via regional corrections in place of local domain limited corrections. Global average mid-visible (550 mn) aerosol properties are 0.12 for the aerosol optical depth (AOD), 0.94 for the single scattering albedo (SSA) and 0.7 for the asymmetry-factor (ASY). Averages for sub-micrometer (fine-mode) and super-micrometer (coarse-mode) aerosol sizes are 0.063 (AODf) and 0.058 (AODc), 0.92 (SSAf) and 0.965 (SSAc) and 0.64 (ASYf) and 0.77 (ASYc), respectively. A new element is the separation of aerosol absorption (AAOD) by sky-/sun-photometers into fine-mode and coarse-mode contributions. These properties as well as the fine-mode effective radii were merged with background data from global modelling yielding global averages of 0.0051 (AAODf), 0.0021 (AAODc) and 0.18 μm (RE,f). Local monthly mode detail now allows (in a ‘top-down’ approach) to extract global distributions for aerosol component amounts and sizes. As the considered components for soot (BC), organics (OC), non-absorbing fine-mode (SU), sea-salt (SS) and mineral dust (DU) have pre-defined spectrally resolved properties, optical properties at other than mid-visible wavelengths are automatically defined – as required in broadband radiative transfer applications. With component information (e.g. amount, composition and size) also MAC estimates for CCN and IN concentrations are possible and also a simple MAC based aerosol retrieval model for satellite sensor data is suggested.
MAC气溶胶气候学定义了气溶胶性质的月度全球地图。中可见光和微物理特性的定义与AERONET和MAN地面网络的太阳光度计多年观测数据密切相关。由于可用的统计数据在空间上是稀疏的,因此添加了自下而上的全局建模的上下文。现在的第二版纳入了海洋MAN参考数据,假设了不同的较低人为成分,并改进了数据统计的合并。因此,现在只合并绝对属性,并通过区域校正代替局部域有限校正赋予可信光度计数据更强的权重。全球平均中可见光(550 mn)气溶胶的光学深度(AOD)为0.12,单散射反照率(SSA)为0.94,不对称因子(ASY)为0.7。亚微米(细模式)和超微米(粗模式)气溶胶粒径的平均值分别为0.063 (AODf)和0.058 (AODc), 0.92 (SSAf)和0.965 (SSAc), 0.64 (ASYf)和0.77 (ASYc)。一个新的元素是天空/太阳光度计对气溶胶吸收(AAOD)的细模和粗模贡献的分离。这些特性以及精细模式有效半径与来自全球模型的背景数据合并,得到全球平均值分别为0.0051 (AAODf)、0.0021 (AAODc)和0.18 μm (RE,f)。本地月模式细节现在允许(以“自上而下”的方法)提取气溶胶成分数量和大小的全球分布。由于煤烟(BC)、有机物(OC)、非吸收精细模式(SU)、海盐(SS)和矿物粉尘(DU)等成分具有预定义的光谱分辨特性,因此,根据宽带辐射传输应用的要求,除中可见波长外的光学特性将自动定义。利用组分信息(如数量、组成和大小),也可以对CCN和IN浓度进行MAC估计,并提出了一个基于MAC的简单气溶胶反演模型。
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引用次数: 48
Aircraft measurements of aerosol distribution, warm cloud microphysical properties, and their relationship over the Eastern Loess Plateau in China 黄土高原东部气溶胶分布、暖云微物理特性及其关系的飞机测量
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2019.1663994
Junxia Li, Peiren Li, G. Ren, Liang Yuan, Yiyu Li, Junmei Yang
Abstract In situ aircraft measurements of aerosols and clouds were performed over the eastern Loess Plateau in Shanxi Province, China. The microphysical properties of both aerosols and warm clouds, including aerosol number concentration (Na), particle effective diameter (ED), number concentration of cloud droplets (Nc), cloud droplet diameter (Dc), and liquid water content (LWC) of clouds, determined through six flight observations performed in May 2013 were obtained and analysed. The mean magnitude of measured Na over the six flights was 103 cm−3, and accumulation mode particles dominated the majority. Most EDs of aerosol particles were less than 1 μm. Large amounts of fine aerosol particles were constrained to the lower layer, with ED smaller than 0.5 μm, and Na decreased with height. The base heights of warm clouds ranged from 1000 to 2800 m. The maximum and average values of the measured Nc ranged from 147 to 311 cm−3 and 51 to 157 cm−3, respectively. The maximum and average Dc ranged from 13.5 to 28.9 and 5.8 to 13.1 μm, respectively. The average LWC of warm clouds was 0.05 g·m−3. Na was negatively correlated with Nc either in the vertical or horizontal direction. Nc was higher with a smaller size of cloud droplets under high aerosol loading conditions. A small number of cloud droplets with larger size were formed under low aerosol loading conditions. At a certain range of LWC, Nc and Dc showed a negative correlation. The increase in LWC was related to an increase in the size of cloud droplets rather than the number of cloud droplets. The cloud droplet size distribution showed that small droplets dominated the total cloud droplet concentration. A bimodal lognormal distribution function can be efficiently used to describe the average spectrum of warm cloud droplets.
在黄土高原东部进行了气溶胶和云的现场飞机测量。通过2013年5月进行的6次飞行观测,获得并分析了气溶胶和暖云的微物理特性,包括气溶胶数浓度(Na)、粒子有效直径(ED)、云滴数浓度(Nc)、云滴直径(Dc)和云的液态水含量(LWC)。6次飞行测得的Na平均量级为103 cm−3,以积累模式粒子为主。气溶胶粒子的EDs大都小于1 μm。大量细小气溶胶粒子被限制在低层,ED小于0.5 μm, Na随高度降低。暖云底高在1000 ~ 2800 m之间。测得的Nc最大值为147 ~ 311 cm−3,平均值为51 ~ 157 cm−3。最大Dc为13.5 ~ 28.9 μm,平均Dc为5.8 ~ 13.1 μm。暖云的平均LWC为0.05 g·m−3。Na与Nc在垂直和水平方向上均呈负相关。在高气溶胶负荷条件下,云滴尺寸越小,Nc越高。在低气溶胶负荷条件下,形成了少量较大尺寸的云滴。在一定的LWC范围内,Nc与Dc呈负相关。LWC的增加与云滴大小的增加有关,而与云滴数量的增加无关。云滴大小分布表明,小液滴在云滴总浓度中占主导地位。双峰对数正态分布函数可以有效地描述暖云液滴的平均光谱。
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引用次数: 8
Trends in MODIS and AERONET derived aerosol optical thickness over Northern Europe 北欧地区MODIS和AERONET衍生气溶胶光学厚度的趋势
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2018.1554414
P. Glantz, E. Freud, C. Johansson, K. Noone, M. Tesche
Abstract Long-term Aqua and Terra MODIS (MODerate resolution Imaging Spectroradiometer) Collections 5.1 and 6.1 (c051 and c061, respectively) aerosol data have been combined with AERONET (AERosol RObotic NETwork) ground-based sun photometer observations to examine trends in aerosol optical thickness (AOT, at 550 nm) over Northern Europe for the months April to September. For the 1927 and 1559 daily coincident measurements that were obtained for c051 and c061, respectively, MODIS AOT varied by 86 and 90%, respectively, within the predicted uncertainty of one standard deviation of the retrieval over land (ΔAOT = ±0.05 ± 0.15·AOT). For the coastal AERONET site Gustav Dalen Tower (GDT), Sweden, larger deviations were found for MODIS c051 and c061 (79% and 75%, respectively, within predicted uncertainty). The Baltic Sea provides substantially better statistical representation of AOT than the surrounding land areas and therefore favours the investigations of trends in AOT over the region. Negative trends of 1.5% and 1.2% per year in AOT, based on daily averaging, were found for the southwestern Baltic Sea from MODIS c051 and c061, respectively. This is in line with a decrease of 1.2% per year in AOT at the AERONET station Hamburg. For the western Gotland Basin area, Sweden, negative trends of 1.5%, 1.1% and 1.6% per year in AOT have been found for MODIS c051, MODIS c061 and AERONET GDT, respectively. The strongest trend of –1.8% per year in AOT was found for AERONET Belsk, Poland, which can be compared to –1.5% per day obtained from MODIS c051 over central Poland. The trends in MODIS and AERONET AOT are nearly all statistically significant at the 95% confidence level. The strongest aerosol sources are suggested to be located southwest, south and southeast of the investigation area, although the highest prevalence of pollution events is associated with air mass transport from southwest.
摘要将Aqua和Terra的MODIS(中分辨率成像光谱仪)5.1和6.1(分别为c051和c061)的长期气溶胶数据与AERONET(气溶胶机器人网络)地基太阳光度计观测相结合,研究了4月至9月北欧气溶胶光学厚度(AOT, 550 nm)的趋势。对于c051和c061分别获得的1927和1559个每日一致测量值,MODIS AOT在陆地反演一个标准差的预测不确定性范围内分别变化了86%和90% (ΔAOT =±0.05±0.15·AOT)。对于瑞典Gustav Dalen Tower (GDT)沿海AERONET站点,MODIS c051和c061的偏差较大(在预测不确定性范围内分别为79%和75%)。波罗的海提供了比周围陆地地区更好的AOT统计代表性,因此有利于调查该地区AOT的趋势。根据MODIS c051和c061的日平均,波罗的海西南部的AOT分别为每年1.5%和1.2%的负趋势。这与汉堡AERONET站AOT每年减少1.2%一致。在瑞典哥特兰盆地西部地区,MODIS c051、MODIS c061和AERONET GDT的AOT分别为每年1.5%、1.1%和1.6%的负趋势。波兰贝尔斯克AERONET地区AOT的最强趋势为每年-1.8%,相比之下,波兰中部地区MODIS c051的AOT趋势为每天-1.5%。在95%的置信水平上,MODIS和AERONET AOT的趋势几乎都具有统计学意义。最强的气溶胶源位于调查区域的西南、南部和东南部,尽管污染事件的发生率最高与来自西南的气团运输有关。
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引用次数: 13
Reflections on the threshold for PM2.5 explosive growth in the cumulative stage of winter heavy aerosol pollution episodes (HPEs) in Beijing 北京冬季重度气溶胶污染事件累积阶段PM2.5爆发性增长阈值的思考
Pub Date : 2019-01-01 DOI: 10.1080/16000889.2018.1528134
J. Zhong, Xiaoye Zhang, Yaqiang Wang
Abstract Particulate matter smaller than 2.5 μm in diameters (PM2.5) often experiences explosive growth (mass concentration at least doubled in several to 10 h) in winter aerosol pollution episodes (HPEs) in Beijing. Whether a threshold value exists for such PM2.5 explosive growth is uncertain. Here, we used PM2.5 mass concentration, surface and vertical meteorological factors including winds, temperature, relative humidity (RH), and radiation in winter (Jan., Feb., and Dec.) from 2013 to 2017 to confirm the existence of the threshold for PM2.5 explosive growth and determine the threshold value. We found that the positive feedback from aerosols to near-ground radiative cooling to anomalous inversion is effectively triggered under slight or calm winds when the near-ground PM2.5 mass reaches a certain threshold. A threshold value for PM2.5 explosive growth (100 μg m−3) is determined by analyzing 30 cumulative stages (CSs) during 28 HPEs. Keeping the PM2.5 mass concentration transported from the south of Beijing below this value would avoid the majority of PM2.5 explosive growth during the 30 CSs. As a reference for the government to further set the emission reduction target, a more stringent threshold value (∼71 μg m−3) is established by differentiating the lighter HPEs from the heavier HPEs.
北京冬季气溶胶污染事件(HPEs)中,直径小于2.5 μm的颗粒物(PM2.5)通常呈爆炸性增长(质量浓度在几至10 h内至少翻倍)。目前还不确定是否存在PM2.5爆炸性增长的阈值。本文利用2013 - 2017年冬季(1月、2月和12月)PM2.5质量浓度、地面和垂直气象因子包括风、温度、相对湿度(RH)和辐射,确认了PM2.5爆炸性增长阈值的存在,并确定了阈值。研究发现,当近地PM2.5质量达到一定阈值时,在微风或静风条件下,气溶胶对近地辐射降温对距平逆温的正反馈有效触发。通过分析28次hpe的30个累积阶段(CSs),确定了PM2.5爆炸性增长的阈值(100 μg m−3)。将北京南部输送的PM2.5质量浓度保持在该值以下,可以避免大部分PM2.5在30个CSs期间的爆炸性增长。作为政府进一步设定减排目标的参考,通过区分较轻的hpe和较重的hpe,建立了更严格的阈值(~ 71 μg m−3)。
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引用次数: 26
期刊
Tellus B: Chemical and Physical Meteorology
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