TY - JOUR
T1 - Two decades of trends in urban particulate matter concentrations across Australia
AU - de Jesus, Alma Lorelei
AU - Thompson, Helen
AU - Knibbs, Luke D.
AU - Hanigan, Ivan
AU - De Torres, Lilian
AU - Fisher, Gavin
AU - Berko, Henry
AU - Morawska, Lidia
N1 - Funding Information:
The authors would like to acknowledge the following for their valuable support for this research and for providing the data of their respective cities. Ningbo Jiang – Department of Planning, Industry & Environment NSW. John Innis – EPA Tasmania. Arthur Grieco – Department of Water and Environmental Regulation WA. Swarup Chatterrjee and Ian Fox – ACT Health. Don Neale – Department of Environment and Science QLD. Melinda Hunt and Andrew Partidge– Environmental Protection Authority SA.
Publisher Copyright:
© 2020 Elsevier Inc.
PY - 2020/11
Y1 - 2020/11
N2 - 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 PM10 and PM2.5 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−3 mean daily PM10 and 4.6–8.7 μg m−3 mean daily PM2.5) and within the WHO daily limit 95% of the time. Over the past two decades, very small declines of 8.0 × 10−5–1.1 × 10−3 μg m−3.yr−1 for PM10 and 7.7 × 10−5–2.6 × 10−3 μg m−3.yr−1 for PM2.5 were observed while some stations exhibited increase in concentration based on available data; more stations showed a significant monotonic decline for PM10 than PM2.5. 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.
AB - 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 PM10 and PM2.5 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−3 mean daily PM10 and 4.6–8.7 μg m−3 mean daily PM2.5) and within the WHO daily limit 95% of the time. Over the past two decades, very small declines of 8.0 × 10−5–1.1 × 10−3 μg m−3.yr−1 for PM10 and 7.7 × 10−5–2.6 × 10−3 μg m−3.yr−1 for PM2.5 were observed while some stations exhibited increase in concentration based on available data; more stations showed a significant monotonic decline for PM10 than PM2.5. 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.
KW - Australian cities
KW - PM10
KW - PM2.5
KW - Spatial variability
KW - Temporal variability
KW - PM
UR - http://www.scopus.com/inward/record.url?scp=85089389832&partnerID=8YFLogxK
U2 - 10.1016/j.envres.2020.110021
DO - 10.1016/j.envres.2020.110021
M3 - Article
SN - 0013-9351
VL - 190
SP - 1
EP - 12
JO - Environmental Research
JF - Environmental Research
M1 - 110021
ER -