气候变化领域集成服务门户(CCPortal): Evaluation of unmanned aerial system in measuring lower tropospheric ozone and fine aerosol particles using portable monitors

CCPortal

DOI	10.1016/j.atmosenv.2019.117134
	Evaluation of unmanned aerial system in measuring lower tropospheric ozone and fine aerosol particles using portable monitors
	Li X.-B.; Peng Z.-R.; Lu Q.-C.; Wang D.; Hu X.-M.; Wang D.; Li B.; Fu Q.; Xiu G.; He H.
发表日期	2020
ISSN	13522310
卷号	222
英文摘要	Portable air pollutant monitors onboard unmanned aerial systems (UAS) are increasingly being used to make vertical observations within the lower part of the troposphere. An overall evaluation of the UAS platform is critical before its wide application. To our knowledge, these evaluations have rarely been reported. This study is aimed at evaluating the performance of a fixed-wing UAS platform that is deployed with portable ozone (O3) and fine particulate matter (PM2.5) monitors. A tethered airship platform deployed with conventional O3 and PM2.5 monitors was used as a reference method to evaluate the UAS platform. To obtain custom calibration factors, the portable monitors were evaluated primarily with respect to corresponding conventional monitors at the ground level in three atmospheric environments. Then, the UAS assessment experiment was conducted over a coastal area in Shanghai, China. Seven statistical metrics were used to assess the performance of the portable monitors on the UAS platform. The results revealed that the portable monitors were capable of accurately capturing temporal variations in air pollutant concentrations after custom calibrations. The UAS platform could also accurately capture the vertical variations in O3 and PM2.5 concentrations within the lower troposphere. However, significant discrepancies between the UAS and airship platforms were observed for both O3 and PM2.5 measurements within the planetary boundary layer (PBL). The relative humidity (RH) values measured in this layer demonstrated significantly larger vertical variations and were substantially larger than those above the PBL. The discrepancies between the two platforms were associated mainly with horizontal variations in the UAS measurements over the experimental area, as well as large vertical variations in ambient temperature and RH within the lower troposphere. © 2019 Elsevier Ltd
英文关键词	Air pollution monitoring; Drone application; Low cost sensors; Platform evaluation; Vertical profiling
学科领域	Air pollution; Airships; Atmospheric humidity; Boundary layers; Fixed platforms; Fixed wings; Horizontal wells; Mobile antennas; Ozone; Troposphere; Unmanned aerial vehicles (UAV); Air pollutant concentrations; Air pollution monitoring; Atmospheric environment; Fine particulate matter (PM2.5); Low-cost sensors; Planetary boundary layers; Platform evaluation; Vertical profiling; Pollution detection; ozone; aerosol; atmospheric pollution; boundary layer; calibration; environmental monitoring; ozone; particulate matter; relative humidity; troposphere; unmanned vehicle; aerosol; air monitoring; atmosphere; boundary layer; China; environmental temperature; humidity; particulate matter; priority journal; troposphere; China; Shanghai
语种	英语
scopus关键词	Air pollution; Airships; Atmospheric humidity; Boundary layers; Fixed platforms; Fixed wings; Horizontal wells; Mobile antennas; Ozone; Troposphere; Unmanned aerial vehicles (UAV); Air pollutant concentrations; Air pollution monitoring; Atmospheric environment; Fine particulate matter (PM2.5); Low-cost sensors; Planetary boundary layers; Platform evaluation; Vertical profiling; Pollution detection; ozone; aerosol; atmospheric pollution; boundary layer; calibration; environmental monitoring; ozone; particulate matter; relative humidity; troposphere; unmanned vehicle; aerosol; air monitoring; atmosphere; boundary layer; China; environmental temperature; humidity; particulate matter; priority journal; troposphere; China; Shanghai
来源期刊	Atmospheric Environment
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/120824
作者单位	Center for Intelligent Transportation Systems and Unmanned Aerial Systems Applications, State Key Laboratory of Ocean Engineering, School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China; Institute for Environmental and Climate Research, Jinan University, Guangzhou, 510632, China; Department of Urban and Regional Planning, University of Florida, PO Box 115706, Gainesville, FL 32611-5706, United States; China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai, 200240, China; School of Electronic and Control Engineering, Chang'an University, Xi'an, Shaanxi 710064, China; Shanghai Environmental Monitoring Center, Shanghai, 200030, China; Center for Analysis and Prediction of Storms, School of Meteorology, University of Oklahoma, Norman, OK 73072, United States; Research Center of Risk Assessment and Control of Hazardous Chemical Materials, East China University of Science & Technology, Shanghai, 200237, China
推荐引用方式 GB/T 7714	Li X.-B.,Peng Z.-R.,Lu Q.-C.,et al. Evaluation of unmanned aerial system in measuring lower tropospheric ozone and fine aerosol particles using portable monitors[J],2020,222.
APA	Li X.-B..,Peng Z.-R..,Lu Q.-C..,Wang D..,Hu X.-M..,...&He H..(2020).Evaluation of unmanned aerial system in measuring lower tropospheric ozone and fine aerosol particles using portable monitors.Atmospheric Environment,222.
MLA	Li X.-B.,et al."Evaluation of unmanned aerial system in measuring lower tropospheric ozone and fine aerosol particles using portable monitors".Atmospheric Environment 222(2020).