Evaluation and Field Calibration of a Low-cost Ozone Monitor at a Regulatory Urban Monitoring Station

环境科学 校准 臭氧 领域(数学) 空气监测 遥感 环境工程 气象学 地理 统计 数学 纯数学
作者
Mauro Masiol,Stefania Squizzato,David Chalupa,David Q. Rich,Philip K. Hopke
出处
期刊:Aerosol and Air Quality Research [Taiwan Association for Aerosol Research]
卷期号:18 (8): 2029-2037 被引量:16
标识
DOI:10.4209/aaqr.2018.02.0056
摘要

The performance of a low-cost ozone monitor (the Aeroqual Series 500 portable gas monitor coupled with a metal oxide sensor for ozone; model OZL) was assessed under field conditions. Ten ozone monitors were initially calibrated in clean-air laboratory conditions and tested at controlled ozone concentrations of 5 to 100 ppb. Results showed good linearity and a fast response with respect to a conventional research-grade ozone monitor. One monitor was then co-located at a regulatory air quality monitoring station that uses a U.S. federal equivalent method (FEM) ozone analyzer. Raw data from the Aeroqual monitor collected over 4 months (June–October) at a 10-minute time-resolution showed good agreement (r2 = 0.83) with the FEM values but with an overestimation of ~12%. Data were averaged to different time resolutions; 1-h time averaged concentrations showed the best fit with the FEM results (r2 = 0.87). An analysis of the ratio of FEM/monitor concentrations against chemical and meteorological variables suggested potential interference due to temperature, relative humidity, nitrogen oxides, and volatile organic compounds. Three correction models using temperature, humidity, and nitrogen dioxide (NO2) were then tested to better relate the monitor concentrations to the FEM values. Temperature and humidity are two variables commonly available (or easily measurable) at sampling sites. The model (#3) that added NO2 did not substantially improve the fit. Thus, the proposed models with only temperature and humidity can be easily adopted and adapted by any user. The corrected data explained up to 91% of the variance and showed a statistically significant improvement in the fit as well as a decreased influence from the interfering variables on the diurnal and weekly patterns. The correction models were also able to lower the effect of seasonal temperature changes, allowing the use of the monitors over long-term sampling campaigns. This study demonstrated that the Aeroqual ozone monitors can return "FEM-like" concentrations after appropriate corrections. Therefore, data provided by a network of monitors could determine the intra-urban spatial variations in ozone concentrations. These results suggest that these monitors could provide more accurate human exposure assessments and thereby reduce exposure misclassification and its resulting bias in epidemiological studies.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
木木完成签到,获得积分10
刚刚
不吐泡的玻璃鱼完成签到,获得积分10
刚刚
ccc发布了新的文献求助10
刚刚
刚刚
刚刚
wuliweiwei发布了新的文献求助10
1秒前
1秒前
今后应助lyx采纳,获得10
1秒前
SIHUONIANHUA发布了新的文献求助10
1秒前
2秒前
关你peace关注了科研通微信公众号
2秒前
科研完成签到,获得积分10
2秒前
2秒前
王十二发布了新的文献求助10
2秒前
ASH发布了新的文献求助10
2秒前
czfgdfg发布了新的文献求助10
2秒前
3秒前
科研通AI6.2应助陈斯航采纳,获得10
3秒前
香蕉觅云应助qwe147258369采纳,获得10
3秒前
野猪道长发布了新的文献求助10
3秒前
lyt发布了新的文献求助10
3秒前
3秒前
4秒前
4秒前
ProfLi完成签到,获得积分10
4秒前
jianlv发布了新的文献求助10
4秒前
小田发布了新的文献求助10
4秒前
4秒前
蚂蚁完成签到,获得积分10
4秒前
春风得意完成签到,获得积分10
5秒前
5秒前
欢呼白晴发布了新的文献求助10
5秒前
努力发AM完成签到,获得积分10
5秒前
orange完成签到,获得积分10
5秒前
bkagyin应助YAXUESUN采纳,获得10
5秒前
Jenny完成签到,获得积分10
6秒前
huang完成签到 ,获得积分10
6秒前
6秒前
null应助缓慢的大白菜采纳,获得10
6秒前
天天快乐应助mmx采纳,获得10
6秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Nine new races of Peronospora manshurica found on soybeans in the Midwest 1000
Essentials of Carbohydrate Chemistry and Biochemistry, 4th Edition 600
Organizational Behavior 510
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Eudora Welty and Modern Media 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 计算机科学 化学工程 工程类 有机化学 物理 复合材料 生物化学 内科学 细胞生物学 基因 遗传学 免疫学 冶金 光电子学 癌症研究
热门帖子
关注 科研通微信公众号,转发送积分 7773498
求助须知:如何正确求助?哪些是违规求助? 9315529
关于积分的说明 20346052
捐赠科研通 7359190
什么是DOI,文献DOI怎么找? 3317194
关于科研通互助平台的介绍 2465801
邀请新用户注册赠送积分活动 2332311