基于航测数据的河北中南部雾霾天气气溶胶及云凝结核研究

2009年秋季利用夏延飞机观测平台对河北中南部雾霾天气条件下的气溶胶及云凝结核CCN进行观测,得到气溶胶、CCN数浓度及尺度的垂直廓线及粒子谱等特征,研究雾霾天大气气溶胶的分布、来源特征以及气溶胶与云凝结核的转化关系。研究发现:霾天气条件下边界层附近的气溶胶垂直分布特征有很大不同。边界层以上气溶胶浓度随高度递减,数浓度量级约101~102个·cm~(-3);边界层附近和近地面气溶胶浓度有峰值出现,近地面数浓度量级达103个·cm~(-3)。气溶胶粒子平均直径范围为0.16~0.18μm。600 m、1 000~2 000 m之间的气溶胶平均粒子谱大体呈单峰分布;3 000~4 000 m、6 000~6 900 m之间的粒子谱呈双峰分布。受气溶胶来源及特性差异的影响,在0.3%过饱和度下,3 000 m以下的气溶胶活化为CCN的比例不到20%,3 000 m以上活化比例高达50%。Hysplit后向轨迹模拟的气团移动轨迹显示,6 000 m以上的大气高层受我国西北地区远距离输送作用影响,沙尘粒子吸湿活化为CCN。低层气溶胶主要受下垫面及近地面污染排放影响,气溶胶尺度相对较小,气溶胶转化为CCN的比例低于高层。CCN浓度随过饱和度的增加呈增大趋势。利用多项式对气溶胶浓度和CCN浓度进行拟合,拟合结果与实测谱吻合较好。     

南京不同天气和能见度下云凝结核的观测分析

利用美国DMT公司生产的云凝结核(Cloud Condensation Nuclei,CCN)计数器(DMTCCNC),对2013年4—12月南京地区CCN进行观测。对不同天气条件下CCN活化谱拟合,霾天C值最高,为13 085 cm-3,雨后C值降至8 054 cm-3,属于大陆性核谱。不同能见度条件下CCN活化谱特征有明显差异,南京地区不同程度霾天CCN数浓度均远高于轻雾天,浓雾时期CCN数浓度显著偏高。CCN数浓度受到气象要素和天气状况、气溶胶源排放等因素影响。南京地区气溶胶凝结核(Condensation Nuclei,CN)数浓度和CCN数浓度的拟合结果显示出较好的相关性。CCN数浓度值:冬季春季秋季夏季,春季CCN数浓度日变化有三峰趋势,夏季基本呈单峰型,秋季、冬季双峰特征突出。气溶胶源排放、环境气象条件和气溶胶理化特性均会影响CCN数浓度的季节变化。     

气溶胶垂直分布及活化特性的飞机观测个例研究

为了解气溶胶以及云凝结核(cloud condensation nuclei,CCN)活化谱的垂直分布特征,利用2014年7月30日在山西开展的机载和地面观测获得的气溶胶和CCN数据,分析研究了CCN活化谱函数(N=C·S~k)参数C和k的垂直分布规律和气溶胶的活化特征。结果表明:本次过程气溶胶的垂直分层明显,不同区域气溶胶的垂直分布存在差异,按照位温变化特征自下而上可分为四层,气溶胶数浓度、有效直径和粒子谱等垂直分布特征和层结特性关系密切,CCN活化谱参数k受气溶胶的化学组分及粒子谱共同影响,四层的k值差异较大,其中第一层k值随着高度增大,最大值为1,第二层的k先减小后增大,在1700～2000 m处最低,为0.3,第三层的k变化不大,在0.8左右,第四层稳定到0.6。观测区域气团后向轨迹模拟结果显示:不同高度层气溶胶来源差异较大,1000和2000 m高度的气团分别来源于山西东南方向的华北平原和西侧的黄土高原,3 000 m以上的高空气团来源于西北方的蒙古国。各层C、k结果与相应来源地的地面CCN活化谱的观测结果有较好的对应关系,气溶胶的性质与相应来源地的地面气溶胶性质较为一致。不同高度气溶胶来源差异是导致气溶胶分布以及CCN活化谱存在明显分层的原因。     

基于MODIS的春、夏季中国近海气溶胶对于云参数的影响差异研究

通过分析中国近海MODIS数据中气溶胶参数与云参数的相互关系,讨论了该区域气溶胶的间接效应及其对于云的可能影响.结果表明,在中国近海,气溶胶具有明显的间接效应,而且由于气溶胶种类和水汽的季节变化,使得气溶胶的间接作用具有很强的时间变化特征.在夏季,由于人为气溶胶占主导,它作为有效的云凝结核,使得气溶胶光学厚度（AOT）分别与云凝结核数（CCN）有正相关、与云滴有效半径（CER）有负相关性、与云光学厚度（COT）也存在着正相关,气溶胶的间接效应明显;在春季,由于沙尘气溶胶盛行,同时沙尘并不是很好的云凝结核,使得气溶胶光学厚度（AOT）分别与云凝结核数（CCN）的正相关减弱、与云滴有效半径（CER）则由夏季的负相关变为正相关、与云光学厚度（COT）存在弱的负相关,气溶胶的间接效应不明显.     

华北中部夏季气溶胶垂直分布及其与云凝结核和云滴转化关系的飞机观测研究

气溶胶的时空分布及其核化成云的转化过程是云降水物理研究的重点,也是气候变化中气溶胶间接效应关注的热点问题。利用2013～2014年期间在华北中部山西地区开展的9架次夏季晴天和积云天气情况下的气溶胶、云凝结核（CCN）及云滴数浓度观测资料,分析研究了气溶胶的垂直分布、谱分布、来源特征及其与云凝结核、云滴数浓度的转化关系。研究结果表明,大气边界层逆温层结对气溶胶、CCN垂直分布有重要影响,不同天气条件下气溶胶谱型在低层差异较大而高层基本一致;垂直方向上CCN数浓度与气溶胶数浓度有较好的相关性,过饱和度0.3%条件下CCN比率（云凝结核/凝结核）与气溶胶有效直径呈线性关系;积云云下气溶胶与云滴的线性拟合方程为y=1.3x?616.3,拟合相关系数为0.96,气溶胶转化为云滴的比率可达到47%。在过饱和度0.3%条件下,云下CCN与云滴的线性拟合方程为y=1.6x?473.8,拟合相关系数也为0.96,CCN转化为云滴的比率可达到69%。     

石家庄地区气溶胶和CCN垂直廓线的飞机观测分析

利用2010年春夏之交石家庄地区11架次的气溶胶和云凝结核(CCN)飞机同步观测资料,对比分析该地区云天和晴天气溶胶粒子的垂直廓线、不同高度气溶胶数谱特征,以及CCN的垂直分布、活化特性等。结果表明:云天气溶胶数浓度均值为1 553.28 cm~(-3),有效直径均值为0.52μm,比晴天数浓度(883.82 cm~(-3))大76%,有效直径(0.37μm)大41%。云天气溶胶数浓度呈指数型递减分布,有效半径在2 500 m以下随高度变化不明显,2 500 m以上随高度逐渐增大。晴天气溶胶数浓度在800～1 500 m内有累积,有效半径随高度没有明显的变化趋势。不同高度上气溶胶谱型基本一致,云天和晴天在气溶胶小尺度端(0.3μm)谱分布是连续的,在0.3μm处数谱均明显下降。云天和晴天CCN数浓度均随高度增大而减小,且各个高度层上云天CCN数浓度均大于晴天。云天CCN活化比率随高度变化不明显,晴天CCN活化比率随高度增大。气溶胶粒子尺度与CCN活化比率之间呈线性正相关。     

基于离子配对法的黄山地区云凝结核闭合研究

为了对黄山地区云凝结核（Cloud Condensation Nuclei,CCN）进行闭合研究,2014年6月30日至7月28日在黄山光明顶对大气气溶胶理化性质和CCN数浓度进行观测,分析了气溶胶化学组分、谱分布以及CCN数浓度随时间变化的特征,通过κ-Köhler理论并使用离子配对法计算得到CCN数浓度与观测得到的CCN数浓度进行对比。结果表明：计算与观测的CCN闭合结果较好,低过饱和度CCN闭合结果好于高过饱和度,过饱和度较低时低估了CCN数浓度,而过饱和度较高时则高估了CCN数浓度,由此说明气溶胶的化学组分数据对预测CCN数浓度至关重要,同时说明该方法可以实现CCN的闭合。考虑到40%水溶性有机碳（Water Soluble Organic Carbon,WSOC）对气溶胶粒子吸湿性影响,在较低过饱和度CCN闭合结果较好,但影响效果并不显著,尤其是在拟合结果相对较差的高过饱和度下基本没有影响。因此,气溶胶粒子中水溶性无机组分对CCN活化有重要影响,而含量较多、化学组分复杂并且吸湿性不确定的WSOC对CCN活化影响较为有限,这与一些研究得出无机组分对于气溶胶吸湿性的影响比具有复杂特征的有机组分更重要的结论相符合。     

基于航测的珠三角气溶胶垂直分布及活化特性

2017年9月14—27日在珠江三角洲地区开展了6个架次飞机观测试验。利用飞行获取的气溶胶、云凝结核、云滴及常规气象探头观测资料,结合天气形势、气象条件及气团后向轨迹分析,研究了珠江三角洲地区深圳气溶胶数浓度及其谱的垂直分布特征,配合不同过饱和度条件下云凝结核浓度观测,分析了气溶胶活化特性。结果表明:在不同天气条件下,深圳低层气溶胶数浓度变化范围为500~9000 cm-3;边界层内气溶胶分布相对均匀,谱型随高度变化与气象条件相关。将6个架次气溶胶观测资料根据数浓度及谱型分为3种类型:类型Ⅰ为海洋型气溶胶,数浓度小,粒子尺度大,谱型呈双峰分布;类型Ⅲ为大陆型气溶胶,数浓度高,粒子尺度小,谱宽较宽且呈三峰分布;类型Ⅱ为海洋大陆影响型气溶胶,即受海洋和大陆共同影响,数浓度低于类型Ⅲ高于类型Ⅰ,谱型为双峰分布。拟合了包含海洋型及大陆型气溶胶的3个架次近地面云凝结核活化谱,计算了气溶胶在不同过饱和度条件下的活化效率。     

云降水物理与人工影响天气研究进展

<正>1云雾物理观测与数值模拟研究1.1环北京春季大气气溶胶分布、来源及其与CCN转化关系的飞机探测利用2009年春季开展的"环北京云观测试验"观测的气溶胶和云凝结核（CCN）数据,研究了试验期间大气气溶胶的分布、来源特征及其与CCN的转化关系。结果表明,高浓度气溶胶基本分布在4500 m以下的区域,量级可以达到10³ cm^-3。4500m以上气溶胶呈显著下降趋势,量级仅为10 cm^-3;气溶胶平均直径在0.16⁰.19μm之间。4500m以下气溶胶平均粒子谱呈双（多）峰分布,而在4500m以上基     

一次广东夏季沿海气溶胶的飞机探测研究

利用2019年7月16日新舟60飞机在广东省沿海的探测资料,分析了广东夏季沿海的气溶胶、云凝结核浓度以及粒子直径的典型空间分布特征.结果表明:随高度上升,气溶胶、云凝结核浓度先增大,后急剧减小,最后缓慢减小.在100～1 496、1 496～2 265、2 265～4 411 m的高度区间内,气溶胶浓度平均值分别为 1 725.3、534.3、13.1 cm-3;在 100～1 383、1 383～2 304、2 304～4 411 m 的高度区间内,云凝结核粒子浓度平均值约为304.0、107.7、4.1cm-3.气溶胶、云凝结核在2 000 m以下各层的浓度粒径谱较宽、谱峰更多、峰值直径较大.在气溶胶浓度高且粒径大、液态水含量高、过饱和度高的区域更有利于提升云凝结核的活化率.     

Comparison of Submicron Particles at a Rural and an Urban Site in the North China Plain during the December 2016 Heavy Pollution Episodes

An extensive field experiment for measurement of physical and chemical properties of aerosols was conducted at an urban site in the Chinese Academy of Meteorological Sciences (CAMS) in Beijing and at a rural site in Gucheng (GC), Hebei Province in December 2016. This paper compares the number size distribution of submicron particle matter (PM1, diameter < 1 μm) between the two sites. The results show that the mean PM1 number concentration at GC was twice that at CAMS, and the mass concentration was three times the amount at CAMS. It is found that the accumulation mode (100–850 nm) particles constituted the largest fraction of PM1 at GC, which was significantly correlated with the local coal combustion, as confirmed by a significant relationship between the accumulation mode and the absorption coefficient of soot particles. The high PM1 concentration at GC prevented the occurrence of new particle formation (NPF) events, while eight such events were observed at CAMS. During the NPF events, the mass fraction of sulfate increased significantly, indicating that sulfate played an important role in NPF. The contribution of regional transport to PM1 mass concentration was approximately 50% at both sites, same as that of the local emission. However, during the red-alert period when emission control took place, the contribution of regional transport was notably higher.     

中国超大城市综合实验:京、沪、穗气溶胶理化和吸湿特性

气溶胶对环境、气象和人体健康都有较大影响,这些影响与气溶胶理化特性(粒子尺度谱、化学组分、混合状态等)密切相关。为了深入研究气溶胶的环境和气候效应,发展了一套气溶胶在线综合观测系统。本文介绍了利用该系统在北京、上海、广州三个超大城市开展的综合观测实验结果。通过对比分析发现,广州气溶胶数浓度最高,其粒子尺度谱分布特征与北京特征相似,均以核模态为主,上海气溶胶数浓度则整体较低。对比三个超大城市的新粒子生成(New Particle Formation,NPF)特征发现,北京NPF的发生频率低于广州,主要由于北京地区大气中大粒径气溶胶更多,较高的碰并汇抑制了NPF的发生和发展。研究发现,观测期间北京和上海站点气溶胶的吸湿性强于广州,人为一次性排放气溶胶吸湿性较弱。气溶胶吸湿性日变化特征与人为活动、气溶胶老化程度密切相关。此外,三个超大城市中气溶胶光吸收系数的日变化特征存在明显差别,北京站点的气溶胶吸收系数呈现白天高、夜间低的特点,而广州站点气溶胶的吸收系数呈现相反的日变化趋势,这可能是由观测站周边的环境差异及大气边界层的变化特征差异造成的。     

Highly Biased Hygroscopicity Derived from Size-Resolved Cloud Condensation Nuclei Activation Ratios without Data Inversion

The impact of aerosols on the climate and atmospheric environment depends on the water uptake ability of particles; namely, hygroscopic growth and acti- vation into cloud condensation nuclei （CCN）. The size-resolved activation ratios （SRAR）, characterizing the fraction of aerosol particles that act as CCN at different particle sizes and supersaturations, can be measured using a combination of differential mobility analyzers （DMA） and particle counters. DMA-based measurements are in- fluenced by the multiply charged particles and the quasi-mono-dispersed particles （effect of DMA transfer function） selected for each prescribed particle size. A theoretical study, assuming different particle number size distributions and hygroscopicity of aerosols, is performed to study the effects of the DMA transfer function and multiple charging on the measured SRAR and the derived hygroscopicity. Results show that the raw SRAR can be significantly skewed and hygroscopicity may be highly biased from the true value if the data are not corrected. The effect of the transfer function is relatively small and depends on the sample to sheath flow ratio. Multiply charged particles, however, can lead to large biases of the SRAR. These results emphasize that the inversion algo- rithm, which is used to correct the effects of the DMA transfer function and multiple charging, is necessary for accurate measurement of the SRAR.     

Observation of regional new particle formation in the urban atmosphere

Long-term measurements of fine particle number-size distributions were carried out over 9.5 yr (May 1997–December 2006), in the urban background atmosphere of Helsinki. The total number of days was 3528 with about 91.9% valid data. A new particle formation event (NPF) is defined if a distinct nucleation mode of aerosol particles is observed below 25 nm for several hours, and it shows a growth pattern. We observed 185 NPF events, 111 d were clear non-events and most of the days (around 83.5%) were undefined. The observed events were regional because they were observed at Hyytiälä (250 km north of Helsinki). The events occurred most frequently during spring and autumn. The observed formation rate was maximum during the spring and summer (monthly median 2.87 cm⁻³ s⁻¹) and the modal growth rate was maximum during late summer and Autumn (monthly median 6.55 nm h⁻¹). The events were observed around noon, and the growth pattern often continued on the following day. The observation of weak NPF events was hindered due to pre-existing particles from both local sources. It is clear that regional NPF events have a clear influence on the dynamic behaviour of aerosol particles in the urban atmosphere.     

Latent ice-forming nuclei in the Pacific Northwest

Some cloud condensation nuclei (CCN) constitute a reservoir of latent ice-forming nuclei (IFN) active by condensation-followed-by-freezing and by sorption. Evaporated droplets occasionally left aerosol particles that acted as sorption IFN at temperatures as high as −5°C and water vapor supersaturation over ice of 0.2%. The newly formed aerosol particles (residues of evaporated droplets) are all mixed particles. The discovery of IFN produced from CCN promotes new insights into the process of ice formation in clouds; in an evaporating parcel of a cloud the rate of formation of ice particles will be enhanced by continuous production of IFN. Aerosol particles left behind after evaporation of a cloud may provide a source of IFN for formation of some of the cirrus clouds.     

Aerosol Properties and Their Impacts on Surface CCN at the ARM Southern Great Plains Site during the 2011 Midlatitude Continental Convective Clouds Experiment

Aerosol particles are of particular importance because of their impacts on cloud development and precipitation processes over land and ocean. Aerosol properties as well as meteorological observations from the Department of Energy Atmospheric Radiation Measurement(ARM) platform situated in the Southern Great Plains(SGP) are utilized in this study to illustrate the dependence of continental cloud condensation nuclei(CCN) number concentration(NCCN) on aerosol type and transport pathways. ARM-SGP observations from the 2011 Midlatitude Continental Convective Clouds Experiment field campaign are presented in this study and compared with our previous work during the 2009–10 Clouds, Aerosol, and Precipitation in the Marine Boundary Layer field campaign over the current ARM Eastern North Atlantic site. Northerly winds over the SGP reflect clean, continental conditions with aerosol scattering coefficient(σ_(sp)) values less than 20 Mm~(-1) and NCCNvalues less than 100 cm~(-3). However, southerly winds over the SGP are responsible for the observed moderate to high correlation(R)among aerosol loading(σ_(sp) 60 Mm~(-1)) and NCCN, carbonaceous chemical species(biomass burning smoke), and precipitable water vapor. This suggests a common transport mechanism for smoke aerosols and moisture via the Gulf of Mexico,indicating a strong dependence on air mass type. NASA MERRA~(-2) reanalysis aerosol and chemical data are moderately to highly correlated with surface ARM-SGP data, suggesting that this facility can represent surface aerosol conditions in the SGP, especially during strong aerosol loading events that transport via the Gulf of Mexico. Future long-term investigations will help to understand the seasonal influences of air masses on aerosol, CCN, and cloud properties over land in comparison to over ocean.     

Aerosol spectra and new particle formation observed in various seasons in Nanjing

The aerosol number spectrum and gas pollutants were measured and the new particle formation （NPF） events were discussed in Nanjing. The results showed that the size distributions of aerosol number concen- trations exhibited distinct seasonal variations, implying the relations of particle sizes and their sources and sinks. The number concentrations of particles in the nuclei mode （10-30 nm）, Aitken mode （30-100 nm）, accumulation mode （100 -1000 nm） and coarse mode （〉1μm） varied in the order of summer 〉 spring 〉 autumn, summer 〉 autumn 〉 spring, autumn 〉 summer 〉 spring, and spring 〉 autumn 〉summer, re- spectively. The diurnal variation of total aerosol number concentrations showed three peaks in all observed periods, which corresponded to two rush hours and the photochemistry period at noon. In general, the NPF in summer occurred under the conditions of east winds and dominant air masses originating from marine areas with high relative humidity （50%-70%） and strong solar radiations （400 -700 W m-2）. In spring, the NPF were generally accompanied by low relative humidity （14%-30%） and strong solar radiations （400-600 W m-2）. The new particle growth rates （GR） were higher in the summertime in the range of 10- 16 nm h-1. In spring, the GR were 6.8-8.3 nm h-1. Under polluted air conditions, NPF events were seldom captured in autumn in Nanjing. During NPF periods, positive correlations between 10- 30 nm particles and 03 were detected, particularly in spring, indicating that NPF can be attributed to photochemical reactions.     

Observation of new particle formation and growth under cloudy conditions at Gosan Climate Observatory,Korea

Under cloudy conditions at the Gosan Climate Observatory (GCO), Korea, we observed distinct new particle formation and growth (NPF) events from simultaneous co-located measurements of aerosol and cloud profiles, cloud cover, shortwave radiation, and the number concentration and size distribution of aerosols. The high frequency of NPF was observed at GCO under decreased downwelling solar radiation caused by clouds. Although we observed about 15 and 40 % decreases in downwelling surface shortwave radiations, in the presence of thick mid-level (low-level) clouds, on January 28 and 30, 2012, respectively, distinct NPFs with a growth rate of 3.3 (3.9) nm h^?1 were observed. We examined a 4-year series (May 2008 to April 2012) of continuous measurements of the size distribution of aerosol numbers and visually observed cloud cover. We found that approximately 13 % (i.e., 35 days out of 280 days) of total NPF events were observed under cloud-free conditions (i.e., cloud cover of 0/10). About 20 % (i.e., 57 days out of 280 days) of total NPF events occurred under mostly overcast conditions (i.e., cloud cover of 9/10–10/10). Although NPF events occurring under cloudy conditions were also found elsewhere, the frequency of NPF occurring at GCO seems much higher. The average value of relative humidity for the strong-NPF event days is lower than that of the weak and non-NPF event days for all cloud categories. No significant difference in the condensation sink was found among strong-, weak-, and non-NPF days, but the condensation sink showed a slight decreasing tendency with increasing cloudiness. Further investigations on precursor gases and preexisting aerosols under cloudy conditions are needed.     

气溶胶影响云和降水的机理和观测研究进展

气溶胶对云和降水的影响,对于气候系统、大气环境以及水循环至关重要。气溶胶粒子作为云凝结核和大气冰核影响云的微物理过程,进而影响雨、雪、雹和其他形式的降水。近年来,在理解气溶胶的化学成分,气溶胶微物理特性以及气溶胶作为云凝结核和大气冰核影响云降水等方面已取得重大进展。本文对于气溶胶的概念、来源以及气溶胶的直接和间接效应进行了简要概述,重点总结了国内外在气溶胶影响云和降水的机理研究方面的成果,回顾了近年来利用卫星、地面观测设备、机载探测设备等对气溶胶和云进行遥感观测和直接观测所获得的观测事实并讨论了其可能的物理机制,在总结前人研究成果的基础上对未来的研究方向进行了讨论。