International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, QLD, 4000, Australia.
School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD, 4000, Australia.
Environ Res. 2020 Nov;190:110021. doi: 10.1016/j.envres.2020.110021. Epub 2020 Aug 9.
Australia is a highly developed country with low population density. Capital cities are situated mainly around the coastline and are subjected to different meteorological conditions. This complex set of drivers is expected to result in varying trends in particulate matter (PM) mass concentrations in urban ambient air across the country. Thus, the aim of this study was to determine the long-term trends in PM and PM concentrations in capital cities, and to analyse the factors that influenced such trends. The spatial variability of PM concentrations within the capital cities was first established to identify representative stations. Then trends were determined using the Mann-Kendall trend test, Sen's slope, and the generalised additive model. The results show that, in general, the PM concentrations in Australian cities are relatively low (12.1-21.7 μg m mean daily PM and 4.6-8.7 μg m mean daily PM) and within the WHO daily limit 95% of the time. Over the past two decades, very small declines of 8.0 × 10-1.1 × 10 μg m.yr for PM and 7.7 × 10-2.6 × 10 μg m.yr for PM were observed while some stations exhibited increase in concentration based on available data; more stations showed a significant monotonic decline for PM than PM. This is attributed to the effectiveness of the implemented emission reduction policies particularly for vehicle exhaust and power generation, given the simultaneous increase in the demand for energy and the number of vehicles over the last two decades. Regarding climate, in the coastal cities of Sydney and Brisbane, high rainfall and strong winds aid in maintaining low PM concentrations despite the significant anthropogenic emissions, while higher PM levels in Darwin can be attributed to its tropical savannah climate, which makes it prone to bushfires and necessitates regular prescribed burnings. PM concentrations increase when exceptional events such as bushfires and dust storms are induced by the extreme climate variability. Further reduction of PM concentrations in Australian cities is unlikely, considering the expanding urbanisation and the changing climate.
澳大利亚是一个人口密度低的高度发达的国家。首府城市主要位于沿海地区,受到不同的气象条件影响。由于这些复杂的驱动因素,预计该国城市环境空气中的颗粒物(PM)质量浓度将呈现不同的趋势。因此,本研究的目的是确定首都城市中 PM 和 PM 浓度的长期趋势,并分析影响这些趋势的因素。首先确定了首都城市内 PM 浓度的空间变异性,以确定代表性站点。然后,使用 Mann-Kendall 趋势检验、Sen 斜率和广义加性模型确定趋势。结果表明,一般来说,澳大利亚城市的 PM 浓度相对较低(12.1-21.7μg/m 的平均日 PM 和 4.6-8.7μg/m 的平均日 PM),并且在世界卫生组织 95%的日限内。在过去的二十年中,PM 观察到非常小的下降(8.0×10-1.1×10μg/m.yr)和 PM 下降(7.7×10-2.6×10μg/m.yr),而一些站点的浓度则基于可用数据显示出增加;更多的站点表现出 PM 的显著单调下降,而不是 PM。这归因于实施的减排政策的有效性,特别是对车辆尾气和发电的减排政策,因为在过去二十年中,能源需求和车辆数量同时增加。关于气候,在悉尼和布里斯班的沿海城市,尽管人为排放大量,但高降雨量和强风有助于保持低 PM 浓度,而达尔文的 PM 水平较高则归因于其热带稀树草原气候,这使其容易发生丛林大火,需要定期进行有计划的燃烧。当异常事件如丛林大火和沙尘暴由极端气候变率引起时,PM 浓度会增加。考虑到城市的不断扩张和气候变化,澳大利亚城市的 PM 浓度不太可能进一步降低。