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A short-term intervention study - Impact of airport closure due to the eruption of Eyjafjallajoekull on near-field air quality

机译:一项短期干预研究-Eyjafjallajokull爆发对机场关闭的影响对近场空气质量的影响

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The eruption of the Icelandic volcano Eyjafjallajokull in April 2010 resulted in an unprecedented flight-ban at many European airports for many days. While much of the scientific interest in the eruption was related to the chemical and physical properties of the ash cloud and how it dispersed, a secondary effect was the reduction in aviation emissions at airports around Europe and elsewhere. In this study we aim to quantify the impact the flight-ban had on concentrations of nitrogen oxides at measurement sites close to London Heathrow Airport. A technique based on boosted regression trees is used to build an explanatory model of NO_x and NO_2 concentrations based on hourly meteorological and aircraft emissions data in the 3-years preceding the flight-ban. We show that the airport closure resulted in an unambiguous effect on NO_x and NO_2 concentrations close to the airport, even though the ban only lasted six days. Furthermore, we estimate the annual impact airport emissions have on mean concentrations of NO_x and NO_2 for different years and compare these estimates with a detailed dispersion modelling study and previous work that was based on the analysis of monitoring site data. For the receptor most affected by the flight-ban approximately 200 m south of the airport we estimate the airport contributes about 13.5 μg m~(-3) NO_x ( = 23% of the total measured NO_x concentration), which is similar in magnitude to detailed dispersion modelling estimates of 12.0 μg m ~3, but approximately twice that of other estimates based on the analysis of ambient measurements. Other measurement sites showed more mixed results due to the prevailing meteorology at the time of the ban, which affected the extent to which these sites were affected by the flight-ban. The techniques developed and applied in this paper would have application to other short-term interventions that affect air quality.
机译:2010年4月,冰岛埃亚菲亚德拉冰山(Eyjafjallajokull)火山喷发,导致许多欧洲机场空前的禁飞长达数天。尽管对火山喷发的许多科学兴趣与火山灰云的化学和物理性质以及其散布方式有关,但其次要作用是减少欧洲及其他地方的机场的航空排放。在这项研究中,我们旨在量化飞行禁令对伦敦希思罗机场附近的测量地点的氮氧化物浓度的影响。基于禁飞前3年的每小时气象和飞机排放数据,基于增强回归树的技术用于建立NO_x和NO_2浓度的解释模型。我们表明,机场禁令对靠近机场的NO_x和NO_2浓度产生了明确的影响,尽管禁令仅持续了六天。此外,我们估算了不同年份机场排放物对NO_x和NO_2的平均浓度的年度影响,并将这些估算值与详细的弥散模型研究和基于监测站点数据分析的先前工作进行了比较。对于受飞行禁令影响最大的受体,它位于机场以南约200 m,我们估计机场贡献的NO_x约为13.5μgm〜(-3)(=总测得NO_x浓度的23%),其大小与详细的色散建模估计值为12.0μgm〜3,但大约是基于环境测量分析得出的其他估计的两倍。由于禁令时流行的气象学,其他测量站点的结果参差不齐,这影响了这些站点受禁飞令影响的程度。本文开发和应用的技术将应用于影响空气质量的其他短期干预措施。

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