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Emission factors of SO2, NOx and particles from ships in Neva Bay from ground-based and helicopter-borne measurements and AIS-based modeling

机译:从地基和直升机传播测量和基于AIS的型号的SO2,NOx和颗粒的排放因子和涅瓦湾船舶的颗粒

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Emission factors of SO2, NOx and size-distributed particle numbers were measured for approximately 300 different ships in the Gulf of Finland and Neva Bay area during two campaigns in August/September 2011 and June/July 2012. The measurements were carried out from a harbor vessel and from an Mi-8 helicopter downwind of passing ships. Other measurements were carried out from shore sites near the island of Kronstadt and along the Neva River in the urban area of Saint Petersburg. Most ships were running at reduced speed (10 kn), i.e., not at their optimal load. Vessels for domestic and international shipping were monitored. It was seen that the distribution of the SO2 emission factors is bi-modal, with averages of 4.6 and 18.2 gSO2 kgfuel-1 for the lower and the higher mode, respectively. The emission factors show compliance with the 1% fuel sulfur content Sulfur Emission Control Areas (SECA) limit for 90% of the vessels in 2011 and 97% in 2012. The distribution of the NOx emission factor is mono-modal, with an average of 58 gNOx kgfuel-1. The corresponding emission related to the generated power yields an average of 12.1 gNOx kWh?1. The distribution of the emission factors for particulate number shows that nearly 90% of all particles in the 5.6 nm to 10 μm size range were below 70 nm in diameter. The distribution of the corresponding emission factors for the mass indicates two separated main modes, one for particles between 30 and 300 nm and the other for above 2 μm. The average particle emission factors were found to be in the range from 0.7 to 2.7 1016 particles kgfuel-1 and 0.2 to 3.4 gPM kgfuel-1, respectively. The NOx and particulate emissions are comparable with other studies. The measured emission factors were compared, for individual ships, to modeled ones using the Ship Traffic Emission Assessment Model (STEAM) of the Finnish Meteorological Institute. A reasonably good agreement for gaseous sulfur and nitrogen emissions can be seen for ships in international traffic, but significant deviations are found for inland vessels. Regarding particulate mass, the values of the modeled data are about 2–3 times higher than the measured results, which probably reflects the assumptions made in the modeled fuel sulfur content. The sulfur contents in the fuel retrieved from the measurements were lower than the previously used assumptions by the City of Saint Petersburg when carrying out atmospheric modeling, and using these measurements it was possible to better assess the impact of shipping on air quality.
机译:SO2,NOx和尺寸分布式粒子的排放因子在2011年8月/ 9月和2012年6月/ 7月的两次竞选期间测量了芬兰和涅瓦湾地区的大约300种不同的船舶。测量从港口进行船只和MI-8直升机向后穿过船舶。其他测量来自Kronstadt岛附近的海岸地点,沿着圣彼得堡市区的涅瓦河。大多数船只以减小的速度(10kN)运行,即,而不是在最佳负载。监测国内和国际航运船。有人认为,SO2排放因子的分布是双模的,平均为4.6和18.2GSO2KGFUEL-1,分别为较低和更高模式。的排放因子表明符合的1%的燃料硫含量的硫排放控制区(SECA)限制在2011年90%的船只和在2012年97%的NOx排放因子的分布是单峰,平均的58 GNOX KGFUEL-1。与产生的功率相关的相应发射产生12.1Gnox kWhφ1。用于颗粒数的排放因子的分布表明,5.6nm至10μm尺寸范围的近90%的颗粒的直径低于70nm。对质量的相应排放因子的分布表明了两个分离的主要模式,一个用于30至300nm的颗粒,另一个用于2μm以上。发现平均颗粒排放因子分别为0.7至2.71016颗粒kgfuel-1和0.2至3.4gpm kgfuel-1的范围。 NOx和微粒排放与其他研究相当。将测量的排放因子与各个船舶进行比较,以使用芬兰气象研究所的船舶交通发射评估模型(Steam)为模拟的排放因子。可以看到国际交通的船舶合理良好的气态硫和氮排放协议,但内陆船只会发现显着的偏差。关于颗粒质量,建模数据的值比测量结果高约2-3倍,这可能反映了模型燃料硫含量的假设。从测量中检索的燃料中的硫含量低于在进行大气建模时由圣彼得堡市的先前使用的假设,并使用这些测量来更好地评估运输在空气质量上的影响。

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