Vertical distribution of particulate matter near a national highway and influence of roadside tree canopy: A drone/UAV based study

被引:3
作者
Dubey, Ravish [1 ]
Patra, Aditya Kumar [2 ,4 ]
Joshi, Jayadev [3 ]
Blankenberg, Daniel [3 ]
Nazneen [4 ]
Penchala, Abhishek [2 ]
Lee, Xuhui [1 ]
机构
[1] Yale Univ, Yale Sch Environm, New Haven, CT 06511 USA
[2] Indian Inst Technol Kharagpur, Dept Min Engn, Kharagpur, India
[3] Cleveland Clin, Lerner Res Inst, Cleveland, OH 44195 USA
[4] Indian Inst Technol Kharagpur, Sch Environm Sci & Engn, Kharagpur, India
关键词
Unmanned aerial vehicle (UAV); Particulate matter (PM); Open-highway; Vertical PM concentration; UAV/Ground concentration (U/G); Canopy cover; OPTICAL-PARTICLE COUNTER; URBAN HEAT-ISLAND; AIR-POLLUTION; PM2.5; CONCENTRATIONS; AMBIENT AIR; QUALITY; AREA; DISPERSION; VEGETATION; MOTORWAY;
D O I
10.1016/j.atmosenv.2024.120761
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Measurement of PM near roadways has been of major interest due to high contributions of traffic to the overall PM. This paper presents the results from a study that used an unmanned aerial vehicle (UAV, also known as drones) platform to obtain measurements of PM and meteorological parameters up to 100 m above ground level near an open highway, and to understand the influence of tree canopy on the PM distribution. The study involved 42 flights over a period of two days, conducted adjacent to a national highway in India. The overall mean profile for flights conducted behind the tree canopy shows a decrease in PM mass concentrations with an increase in altitude. However, for the near-road flights, the PM concentrations tend to increase with altitude, followed by a gradual decline for a few flights. For the flights near the road, the results show that the mean values of PM1 1 and PM 2.5 mass concentrations at higher altitudes are 16% and 8% higher than the respective ground level concentrations. On the contrary, the mean PM10 10 mass concentrations at higher altitudes are 6% lower than that at the ground level. For the flights behind tree canopy, the results are different when compared to the flights near the road. The mean mass concentrations for all 3 p.m., PM 2.5 and PM10 10 particles at higher altitudes are 20%, 19% and 21% lower than the respective ground level measurements. Also, the PM1, 1 , PM 2.5 and PM10 10 mass concentrations for the flight behind tree canopy cover are 29 %, 24 % and 11 % lower than the near-road flights respectively. The results also showed the concentrations behind the tree canopy remained low for the entire altitude of-100 m.
引用
收藏
页数:12
相关论文
共 46 条
[1]   Field investigations for evaluating green infrastructure effects on air quality in open-road conditions [J].
Abhijith, K., V ;
Kumar, Prashant .
ATMOSPHERIC ENVIRONMENT, 2019, 201 :132-147
[2]  
Alphasense, 2018, Alphasense OPC N3
[3]   A Methodology to Monitor Airborne PM10 Dust Particles Using a Small Unmanned Aerial Vehicle [J].
Alvarado, Miguel ;
Gonzalez, Felipe ;
Erskine, Peter ;
Cliff, David ;
Heuff, Darlene .
SENSORS, 2017, 17 (02)
[4]   How wide should be the adjacent area to an urban motorway to prevent potential health impacts from traffic emissions? [J].
Barros, N. ;
Fontes, T. ;
Silva, M. P. ;
Manso, M. C. .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2013, 50 :113-128
[5]   Automatic outlier detection for time series: an application to sensor data [J].
Basu, Sabyasachi ;
Meckesheimer, Martin .
KNOWLEDGE AND INFORMATION SYSTEMS, 2007, 11 (02) :137-154
[6]   Performance evaluation of the cost-effective and lightweight Alphasense optical particle counter for use onboard unmanned aerial vehicles [J].
Bezantakos, Spyros ;
Schmidt-Ott, Fabian ;
Biskos, George .
AEROSOL SCIENCE AND TECHNOLOGY, 2018, 52 (04) :385-392
[7]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[8]   Characterizing the performance of two optical particle counters (Grimm OPC1.108 and OPC1.109) under urban aerosol conditions [J].
Burkart, J. ;
Steiner, G. ;
Reischl, G. ;
Moshammer, H. ;
Neuberger, M. ;
Hitzenberger, R. .
JOURNAL OF AEROSOL SCIENCE, 2010, 41 (10) :953-962
[9]   Vertical dispersion of suspended particulates in urban area of Hong Kong [J].
Chan, LY ;
Kwok, WS .
ATMOSPHERIC ENVIRONMENT, 2000, 34 (26) :4403-4412
[10]   Comparison of the TSI model 8520 and Grimm Series 1.108 portable aerosol instruments used to monitor particulate matter in an iron foundry [J].
Cheng, Yu-Hsiang .
JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE, 2008, 5 (03) :157-168