Investigating the impacts of COVID-19 lockdown on air quality, surface Urban Heat Island, air temperature and lighting energy consumption in City of Melbourne

被引:15
作者
Jamei, Elmira [1 ]
Jamei, Yashar [2 ]
Seyedmahmoudian, Mehdi [3 ]
Horan, Ben [2 ]
Mekhilef, Saad [3 ]
Stojcevski, Alex [3 ]
机构
[1] Victoria Univ, Coll Engn & Sci, Melbourne, Vic, Australia
[2] Deakin Univ, Sch Engn, Geelong, Vic, Australia
[3] Swinburne Univ Technol, Sch Software & Elect Engn, Melbourne, Vic, Australia
关键词
COVID-19; pandemic; Energy consumption; Air pollution; Land surface temperature; Google earth engine; CARBON-MONOXIDE; POLLUTION; TROPOMI; VARIABILITY; DIOXIDE; CLIMATE;
D O I
10.1016/j.esr.2022.100963
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The COVID-19 pandemic has threatened city economies and residents' public health and quality of life. Similar to most cities, Melbourne imposed extreme preventive lockdown measures to address this situation. It would be reasonable to assume that during the two phases of lockdowns, in autumn (March) and winter (June to August) 2020, air quality parameters, air temperature, Surface Urban Heat Island (SUHI), and lighting energy consumption most likely increased. As such, to test this assumption, Sentinel 5, ERA-5 LAND, Sentinel 1 and 2, NASA SRTM, MODIS Aqua and Terra, and VIIRS satellite imageries are utilized to investigate the alterations of NO2, SO2, CO, UV Aerosol Index (UAI), air temperature, SUHI, and lighting energy consumption factors in the City of Melbourne. Furthermore, satellite imageries of SentiThe results indicate that the change rates of NO2 (1.17 mol/m2) and CO (1.64 mol/m2) factors were positive. Further, the nighttime SUHI values increased by approximately 0.417 degrees C during the winter phase of the lockdown, while during the summer phase of the lockdown, the largest negative change rate was in NO2 (-100.40 mol/m2). By contrast, the largest positive change rate was in SO2 and SUHI at night. The SO2 values increased from very low to 330 mu m mol/m2, and the SUHI nighttime values increased by approximately 4.8 degrees C. From the spatial point of view, this study also shows how the effects on such parameters shifted based on the urban form and land types across the City of Melbourne by using satellite data as a sig-nificant resource to analyze the spatial coverage of these factors. The findings of this study demonstrate how air quality factors, SUHI, air temperature, and lighting energy consumption changed from pre-lockdown (2019) to lockdown (2020), offering valuable insights regarding practices for managing SUHI, lighting energy consump-tion, and air pollution.
引用
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页数:21
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