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Evaluation of observed and modelled aerosol lifetimes using radioactive tracers of opportunity and an ensemble of 19 global models

机译:使用机会放射性示踪和19个全球模型的集合评估观察和模型的气溶胶寿命

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Aerosols have important impacts on air quality and climate, but the processes affecting their removal from the atmosphere are not fully understood and are poorly constrained by observations. This makes modelled aerosol lifetimes uncertain. In this study, we make use of an observational constraint on aerosol lifetimes provided by radionuclide measurements and investigate the causes of differences within a set of global models. During the Fukushima Dai-Ichi nuclear power plant accident of March?2011, the radioactive isotopes cesium-137 (137Cs) and xenon-133 (133Xe) were released in large quantities. Cesium attached to particles in the ambient air, approximately according to their available aerosol surface area. 137Cs size distribution measurements taken close to the power plant suggested that accumulation-mode (AM) sulfate aerosols were the main carriers of cesium. Hence, 137Cs can be used as a proxy tracer for the AM sulfate aerosol's fate in the atmosphere. In contrast, the noble gas 133Xe behaves almost like a passive transport tracer. Global surface measurements of the two radioactive isotopes taken over several months after the release allow the derivation of a lifetime of the carrier aerosol. We compare this to the lifetimes simulated by 19 different atmospheric transport models initialized with identical emissions of 137Cs that were assigned to an aerosol tracer with each model's default properties of AM sulfate, and 133Xe emissions that were assigned to a passive tracer. We investigate to what extent the modelled sulfate tracer can reproduce the measurements, especially with respect to the observed loss of aerosol mass with time. Modelled 137Cs and 133Xe concentrations sampled at the same location and times as station measurements allow a direct comparison between measured and modelled aerosol lifetime. The e-folding lifetime τe, calculated from station measurement data taken between 2 and 9 weeks after the start of the emissions, is 14.3 days (95 % confidence interval 13.1–15.7?days). The equivalent modelled τe lifetimes have a large spread, varying between 4.8 and 26.7?days with a model median of 9.4 ± 2.3?days, indicating too fast a removal in most models. Because sufficient measurement data were only available from about 2 weeks after the release, the estimated lifetimes apply to aerosols that have undergone long-range transport, i.e. not for freshly emitted aerosol. However, modelled instantaneous lifetimes show that the initial removal in the first 2 weeks was quicker (lifetimes between 1 and 5?days) due to the emissions occurring at low altitudes and co-location of the fresh plume with strong precipitation. Deviations between measured and modelled aerosol lifetimes are largest for the northernmost stations and at later time periods, suggesting that models do not transport enough of the aerosol towards the Arctic. The models underestimate passive tracer (133Xe) concentrations in the Arctic as well but to a smaller extent than for the aerosol (137Cs) tracer. This indicates that in addition to too fast an aerosol removal in the models, errors in simulated atmospheric transport towards the Arctic in most models also contribute to the underestimation of the Arctic aerosol concentrations.
机译:气溶胶对空气质量和气候产生重要影响,但影响其从大气中去除的过程尚未完全理解,并且受到观察的限制受到严重限制。这使得模型的气溶胶寿命不确定。在这项研究中,我们利用放射性核素测量提供的气溶胶寿命的观察约束,并调查一套全球模型内的差异原因。在福岛戴 - 伊思核电站的核电站在3月份的事故中,放射性同位素铯-137(137Cs)和Xenon-133(133xe)大量释放。铯附着在环境空气中的颗粒,大约根据其可用的气溶胶表面积。 137CS尺寸分布靠近发电厂的分布测量表明,积累 - 模式(AM)硫酸盐气溶胶是铯的主要载体。因此,137CS可以用作在大气中的AM硫酸盐气溶胶的代理示踪剂。相反,惰性气体133xe的行为几乎类似于被动传输示踪剂​​。在释放后几个月内拍摄的两个放射性同位素的全局表面测量允许载体气溶胶寿命的终止。我们将其与初始化的19个不同的大气传输模型模拟的生命周期进行了比较,其中137℃的相同排放,该款式分配给AeroSol示踪剂,每个模型的AM硫酸盐的默认属性和133xe排放被分配给被动示踪剂。我们调查模型硫酸盐示踪剂在多大程度上可以在多大程度上再现测量,特别是对于随时间观察到的气溶胶质量损失。在相同的位置和133xe浓度在与站测量的相同位置和时间采样,允许在测量和建模的气溶胶寿命之间直接比较。从排放开始后2到9周的站测量数据计算的电子折叠寿命τe是14.3天(95%置信区间13.1-15.7?天)。等效的模型τe寿命具有大的差异,在4.8和26.7之间变化,模型中位数为9.4±2.3?天,表明大多数模型中的删除太快。由于释放后大约2周仅提供足够的测量数据,所以估计的寿命适用于经过远程运输的气溶胶,即不适用于新鲜发射的气溶胶。然而,由于在低海拔和新鲜羽流的沉淀下发生的排放,所示的瞬时寿命表明,由于在低海拔和新羽流的净化下发生的排放,在前2周内的初始除去是更快的(1和5?天之间)。测量和建模的气溶胶寿命之间的偏差是最北端的站点最大的,并且在以后的时间段,表明模型不会向北极朝向北极传输足够的气溶胶。在北极中低估的被动示踪剂(133xe)浓度,而是小于气溶胶(137cs)示踪剂的型号低估了被动示踪剂(133xe)浓度。这表明除了模型中的气溶胶脱离太快,在大多数模型中,模拟大气输送的误差也有助于低估了北极气溶胶浓度。
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