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Een methode voor het afleiden van lokale luchtkwaliteit gebaseerd op grootschalige circulatie patronen en oppervlakte meteorologie.

机译:一种基于大规模循环模式和地表气象的局部空气质量推算方法。

摘要

Clean air is essential to our own health and that of the environment. Si nce the industrial revolution, the quality of the air we breathe has det eriorated considerably for some chemical species (e.g. ozone (O3) and pa rticulate matter (PM)), which can lead to serious health problems. One t he one hand, this is caused by a change in human activities, characteriz ed by e.g. rising industrial and energy production, the burning of fossi l fuels and especially a dramatic rise in traffic. On the other hand, th e effect of a changing climate itself has the potential to increase aver age ambient concentrations and the frequency of pollution episodes. At p resent, levels of PM and the photochemical pollutant O3 continue to exce ed the thresholds set by the European Air Quality Directives, albeit var ious mitigation strategies are introduced since the late 70s to reduce ( precursor) emissions. In this respect, most of the European emission red uction strategies do not take into account a change in climate condition s. As in the future O3 and PM are likely to remain of concern, this doct oral research aims to estimate the effect of future climate change on O3 (and PM) concentrations, assuming that future emissions remain at the p resent-day level. This research develops a statistical downscaling method as a combination of two key techniques: 1) the objective Lamb circulation pattern classification describing the large-s cale synoptic conditions and 2) a linear multiple regression analyses, r elating surface meteorology to ozone concentrations. First, the circulat ion technique based on sea level pressure data describes for a given day the location of the high and low-pressure centres. After the classifica tion, all members of each circulation-type class are ascribed to a linea r regression equation, this for each season separately, taking into acco unt a range of meteorological surface variables for a rural mid-la titude site in the Netherlands. The combination of the Lamb circulation pattern approach prior to a multiple linear regression is a new approach in the statistical downscaling community and analyses have shown to sig nificantly improve the observed O3 non-linear characteristics. On the ot her hand, our research shows that PM10 is less influenced by the conside red meteorological variables. Therefore, this technique is only applied on future climate scenarios for ozone. The application of this technique on various climate change scenarios fr om a single global climate model shows an overall increase of maximum 8 hourly mean O3 concentration with 2.5 to 6.5 and 6.1 to 10.9 µg/m³, for the 2051-2060 and 2091-2100 period respectively, against the presen t-day 10-year average of 55.2 µg/m³. This increase is even stronger when considering the summer season only. An increase in maximum temperature and shortwave radiation, associated with a decrease in cloud cover under the various future scenario assumptions are the main drivers of ozone increase. In order to verify whether thes e findings are physically plausible, our results are compared with the o bserved heat wave in August 2003, characterized by a poor air quality (especially in terms of O3) and excess of mortalities in large parts of Western and Central Eur ope. Here, the observed O3 concentration during August 2003 exceeded the European Air Quality Guidelines in Cabauw for 9 days, which lies in the upper range of our estimated number of exceedences for the 2050s and corresponds closely to the mean number of exceedences by the e nd of this century (9.7 days month-1). This is confirmed by the exceptio nal warm and dry weather during August 2003, which characteristics correspon ds to the climate change scenarios by the end of this century. This sugg ests, that, not only in terms of temperature, but also in terms of O3, t he August 2003 conditions could become representative for our future cli mate.
机译:清洁的空气对于我们自己和环境的健康至关重要。自工业革命以来,某些化学物种(例如臭氧(O3)和颗粒物质(PM))的呼吸空气质量已大大降低,这可能导致严重的健康问题。一方面,这是由于人类活动的变化所致,例如工业和能源生产的增长,化石燃料的燃烧,尤其是交通的急剧增长。另一方面,气候变化本身的影响有可能增加平均年龄的环境浓度和污染发生的频率。目前,尽管自70年代末以来就采取了各种减排策略以减少(前体)排放,但PM和光化学污染物O3的含量仍超过了欧洲空气质量指令设定的阈值。在这方面,大多数欧洲排放保护策略都没有考虑气候条件的变化。由于将来可能会继续关注O3和PM,因此该假设性口头研究旨在估计未来气候变化对O3(和PM)浓度的影响,假设未来排放量保持在当前水平。这项研究开发了一种统计缩减方法,该方法结合了两种关键技术:1)描述大尺度天气状况的客观羔羊循环模式分类; 2)线性多元回归分析,将表面气象学与臭氧浓度相关联。首先,基于海平面压力数据的环流技术在给定的一天中描述了高压和低压中心的位置。分类后,每个循环类型类别的所有成员均归因于线性回归方程,该线性回归方程针对每个季节,并考虑了荷兰农村中纬度地区的一系列气象表面变量。在多元线性回归之前,将羔羊循环模式方法进行组合是统计缩减规模社区中的一种新方法,并且分析表明,该方法可以显着改善观察到的O3非线性特征。在她的手上,我们的研究表明,PM10受考虑的红色气象变量影响较小。因此,该技术仅适用于未来的臭氧臭氧情景。在单个全球气候模型中,该技术在各种气候变化场景中的应用表明,在2051-2060和2091-2100时期,最高每小时总O3浓度总体增加了2.5至6.5和6.1至10.9 µg /m³。相对于目前的t天10年平均值55.2 µg /m³。仅考虑夏季,这种增加甚至更大。在各种未来情景假设下,最高温度和短波辐射的增加以及云量的减少是臭氧增加的主要驱动力。为了验证这些发现在物理上是否合理,将我们的结果与2003年8月观察到的热浪进行了比较,其特征是空气质量差(尤其是O3),并且在西部和中部大部分地区死亡率很高真是的在这里,2003年8月期间观察到的O3浓度超过了Cabauw的《欧洲空气质量指南》,为期9天,这是我们估计的2050年代超标次数的上限,并且与第9次和第二次超标的平均值相当。本世纪(每月1天9.7天)。 2003年8月的异常温暖和干燥的天气证实了这一点,该特征与本世纪末的气候变化情景相对应。这表明,不仅在温度方面,而且在O3方面,2003年8月的条件都可能成为我们未来气候的代表。

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