1
|
Zhang Y, Huang Z, Huang J. A Comparison of Particulate Exposure Levels during Taxi, Bus, and Metro Commuting among Four Chinese Megacities. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19105830. [PMID: 35627367 PMCID: PMC9140565 DOI: 10.3390/ijerph19105830] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 04/29/2022] [Accepted: 05/09/2022] [Indexed: 12/04/2022]
Abstract
Exposure to inhalable particulate matter pollution is a hazard to human health. Many studies have examined the in-transit particulate matter pollution across multiple travel modes. However, limited information is available on the comparison of in-transit exposure among cities that experience different climates and weather patterns. This study aimed to examine the variations in in-cabin particle concentrations during taxi, bus, and metro commutes among four megacities located in the inland and coastal areas of China. To this end, we employed a portable monitoring approach to measure in-transit particle concentrations and the corresponding transit conditions using spatiotemporal information. The results highlighted significant differences in in-cabin particle concentrations among the four cities, indicating that PM concentrations varied in an ascending order of, and the ratios of different-sized particle concentrations varied in a descending order of CS, SZ, GZ, and WH. Variations in in-cabin particle concentrations during bus and metro transits between cities were mainly positively associated with urban background particle concentrations. Unlike those in bus and metro transit, in-cabin PM concentrations in taxi transit were negatively associated with urban precipitation and wind speed. The variations in particle concentrations during the trip were significantly associated with passenger density, posture, the in-cabin location of investigators, and window condition, some of which showed interactive effects. Our findings suggest that improving the urban background environment is essential for reducing particulate pollution in public transport microenvironments. Moreover, optimizing the scheduling of buses and the distribution of bus stops might contribute to mitigating the in-cabin exposure levels in transit. With reference to our methods and insights, policymakers and other researchers may further explore in-transit exposure to particle pollution in different cities.
Collapse
|
2
|
Lim S, Barratt B, Holliday L, Griffiths CJ, Mudway IS. Characterising professional drivers' exposure to traffic-related air pollution: Evidence for reduction strategies from in-vehicle personal exposure monitoring. ENVIRONMENT INTERNATIONAL 2021; 153:106532. [PMID: 33812042 DOI: 10.1016/j.envint.2021.106532] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 02/26/2021] [Accepted: 03/14/2021] [Indexed: 06/12/2023]
Abstract
Professional drivers working in congested urban areas are required to work near harmful traffic related pollutants for extended periods, representing a significant, but understudied occupational risk. This study collected personal black carbon (BC) exposures for 141 drivers across seven sectors in London. The aim of the study was to assess the magnitude and the primary determinants of their exposure, leading to the formulation of targeted exposure reduction strategies for the occupation. Each participant's personal BC exposures were continuously measured using real-time monitors for 96 h, incorporating four shifts per participant. 'At work' BC exposures (3.1 ± 3.5 µg/m3) were 2.6 times higher compared to when 'not at work' (1.2 ± 0.7 µg/m3). Workers spent 19% of their time 'at work driving', however this activity contributed 36% of total BC exposure, highlighting the disproportionate effect driving had on their daily exposure. Taxi drivers experienced the highest BC exposures due to the time they spent working in congested central London, while emergency services had the lowest. Spikes in exposure were observed while driving and were at times greater than 100 µg/m3. The most significant determinants of drivers' exposures were driving in tunnels, congestion, location, day of week and time of shift. Driving with closed windows significantly reduced exposures and is a simple behaviour change drivers could implement. Our results highlight strategies by which employers and local policy makers can reduce professional drivers' exposure to traffic-related air pollution.
Collapse
Affiliation(s)
- Shanon Lim
- MRC Centre for Environment and Health, Imperial College London, SW7 2AZ London, UK.
| | - Benjamin Barratt
- MRC Centre for Environment and Health, Imperial College London, SW7 2AZ London, UK; NIHR Environmental Exposure and Health HPRU, Imperial College London, UK
| | - Lois Holliday
- Institute of Population Health Sciences, Asthma UK Centre for Applied Research, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, UK
| | - Chris J Griffiths
- Institute of Population Health Sciences, Asthma UK Centre for Applied Research, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, UK; MRC and Asthma UK Centre in Allergic Mechanisms of Asthma, King's College London, London, UK
| | - Ian S Mudway
- MRC Centre for Environment and Health, Imperial College London, SW7 2AZ London, UK; MRC and Asthma UK Centre in Allergic Mechanisms of Asthma, King's College London, London, UK; NIHR Environmental Exposure and Health HPRU, Imperial College London, UK
| |
Collapse
|
3
|
Krall JR, Adibah N, Babin LM, Lee YC, Motti VG, McCombs M, McWilliams A, Thornburg J, Pollack AZ. Estimating exposure to traffic-related PM 2.5 for women commuters using vehicle and personal monitoring. ENVIRONMENTAL RESEARCH 2020; 187:109644. [PMID: 32422483 DOI: 10.1016/j.envres.2020.109644] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 04/13/2020] [Accepted: 05/03/2020] [Indexed: 06/11/2023]
Abstract
Exposure to traffic-related fine particulate matter air pollution (tr-PM2.5) has been associated with adverse health outcomes including preterm birth and low birthweight. In-vehicle exposure to tr-PM2.5 can contribute substantially to total tr-PM2.5 exposure. Because average commuting habits of women differ from men, a research gap is estimating in-vehicle tr-PM2.5 exposures for women commuters. For 46 women commuters in the Washington, D.C. metro area, we measured personal exposure to PM2.5 during all vehicle trips taken in a 48-h sampling period. We also measured 48-h integrated PM2.5 chemical constituents including black carbon and zinc. We identified trip times using vehicle monitors, specifically on-board diagnostics data loggers and dashboard cameras. For 386 trips, we estimated associations between PM2.5 exposure and trip characteristics using linear mixed models accounting for participant, day, and time of day. Additionally, we estimated associations between rush hour trip PM2.5 and 48-h integrated PM2.5 chemical constituents using linear models. Exposure to PM2.5 during trips was 1.9 μg/m3 (95% confidence interval (CI): 0.9, 2.9) higher than non-trip exposures and rush hour trip exposures were 3.2 μg/m3 (95% CI: 1.8, 4.6) higher than non-trip exposures on average. We did not find differences in PM2.5 exposure by trip length. Although concentrations of tr-PM2.5 chemical constituents were generally positively associated with rush hour trip PM2.5, associations were weak indicating that other settings contribute to total tr-PM2.5 exposure. Our study demonstrates the utility of combining vehicle monitors and personal PM2.5 monitors for estimating personal exposure to tr-PM2.5. Future work will investigate whether additional data collected by vehicle monitors, such as traffic and speed, can be leveraged to better understand tr-PM2.5 exposure among commuters.
Collapse
Affiliation(s)
- Jenna R Krall
- Department of Global and Community Health, George Mason University, Fairfax, VA 4400 University Drive, MS 5B7, Fairfax, VA, 22030, United States.
| | - Nada Adibah
- Department of Global and Community Health, George Mason University, Fairfax, VA 4400 University Drive, MS 5B7, Fairfax, VA, 22030, United States
| | - Leah M Babin
- Department of Global and Community Health, George Mason University, Fairfax, VA 4400 University Drive, MS 5B7, Fairfax, VA, 22030, United States
| | - Yi-Ching Lee
- Department of Psychology, George Mason University, Fairfax, VA 4400 University Drive, MS 3F5, Fairfax, VA, 22030, United States
| | - Vivian Genaro Motti
- Department of Information Sciences and Technology, George Mason University, Fairfax, VA 4400 University Drive, MS 1G8, Fairfax, VA, 22030, United States
| | - Michelle McCombs
- RTI International, Research Triangle Park, NC 3040 E. Cornwallis Rd, RTP, NC, 27709, United States
| | - Andrea McWilliams
- RTI International, Research Triangle Park, NC 3040 E. Cornwallis Rd, RTP, NC, 27709, United States
| | - Jonathan Thornburg
- RTI International, Research Triangle Park, NC 3040 E. Cornwallis Rd, RTP, NC, 27709, United States
| | - Anna Z Pollack
- Department of Global and Community Health, George Mason University, Fairfax, VA 4400 University Drive, MS 5B7, Fairfax, VA, 22030, United States
| |
Collapse
|
4
|
Aliyu YA, Botai JO. An Exposure Appraisal of Outdoor Air Pollution on the Respiratory Well-being of a Developing City Population. J Epidemiol Glob Health 2019; 8:91-100. [PMID: 30859794 PMCID: PMC7325812 DOI: 10.2991/j.jegh.2018.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Accepted: 04/05/2018] [Indexed: 11/09/2022] Open
Abstract
Zaria is the educational hub of northern Nigeria. It is a developing city with a pollution level high enough to be ranked amongst the World Health Organization’s (WHO) most polluted cities. The study appraised the influence of outdoor air pollution on the respiratory well-being of a population in a limited resource environment. With the approved ethics, the techniques utilized were: portable pollutant monitors, respiratory health records, WHO AirQ+ software, and the American Thoracic Society (ATS) questionnaire. They were utilized to acquire day-time weighted outdoor pollution levels, health respiratory cases, assumed baseline incidence (BI), and exposure respiratory symptoms among selected study participants respectively. The study revealed an average respiratory illness incidence rate of 607 per 100,000 cases. Findings showed that an average of 2648 cases could have been avoided if the theoretical WHO threshold limit for the particulate matter with diameter of <2.5/10 micron (PM2.5/PM10) were adhered to. Using the questionnaire survey, phlegm was identified as the predominant respiratory symptom. A regression analysis showed that the criteria pollutant PM2.5, was the most predominant cause of respiratory symptoms among interviewed respondents. The study logistics revealed that outdoor pollution is significantly associated with respiratory well-being of the study population in Zaria, Nigeria.
Collapse
Affiliation(s)
- Yahaya A Aliyu
- Department of Geography, Geoinformatics and Meteorology, University of Pretoria, Pretoria, South Africa.,Department of Geomatics, Ahmadu Bello University, Zaria, Nigeria
| | - Joel O Botai
- Department of Geography, Geoinformatics and Meteorology, University of Pretoria, Pretoria, South Africa.,South African Weather Service, Erasmusrand, Pretoria, South Africa
| |
Collapse
|
5
|
Hazlehurst MF, Spalt EW, Nicholas TP, Curl CL, Davey ME, Burke GL, Watson KE, Vedal S, Kaufman JD. Contribution of the in-vehicle microenvironment to individual ambient-source nitrogen dioxide exposure: the Multi-Ethnic Study of Atherosclerosis and Air Pollution. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2018; 28:371-380. [PMID: 29511286 PMCID: PMC6013355 DOI: 10.1038/s41370-018-0025-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Revised: 11/12/2017] [Accepted: 12/17/2017] [Indexed: 05/31/2023]
Abstract
Exposure estimates that do not account for time in-transit may underestimate exposure to traffic-related air pollution, but exact contributions have not been studied directly. We conducted a 2-week monitoring, including novel in-vehicle sampling, in a subset of the Multi-Ethnic Study of Atherosclerosis and Air Pollution cohort in two cities. Participants spent the majority of their time indoors and only 4.4% of their time (63 min/day) in-vehicle, on average. The mean ambient-source NO2 concentration was 5.1 ppb indoors and 32.3 ppb in-vehicle during drives. On average, indoor exposure contributed 69% and in-vehicle exposure contributed 24% of participants' ambient-source NO2 exposure. For participants in the highest quartile of time in-vehicle (≥1.3 h/day), indoor and in-vehicle contributions were 60 and 31%, respectively. Incorporating infiltrated indoor and measured in-vehicle NO2 produced exposure estimates 5.6 ppb lower, on average, than using only outdoor concentrations. The indoor microenvironment accounted for the largest proportion of ambient-source exposure in this older population, despite higher concentrations of NO2 outdoors and in vehicles than indoors. In-vehicle exposure was more influential among participants who drove the most and for participants residing in areas with lower outdoor air pollution. Failure to characterize exposures in these microenvironments may contribute to exposure misclassification in epidemiologic studies.
Collapse
Affiliation(s)
- Marnie F Hazlehurst
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Elizabeth W Spalt
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Tyler P Nicholas
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Cynthia L Curl
- Department of Community and Environmental Health, Boise State University, Boise, ID, USA
| | - Mark E Davey
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Gregory L Burke
- Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Karol E Watson
- Department of Medicine/Cardiology, University of California Los Angeles, Los Angeles, CA, USA
| | - Sverre Vedal
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Joel D Kaufman
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA.
- Department of Medicine, University of Washington, Seattle, WA, USA.
- Department of Epidemiology, University of Washington, Seattle, WA, USA.
| |
Collapse
|
6
|
A High Resolution Spatiotemporal Model for In-Vehicle Black Carbon Exposure: Quantifying the In-Vehicle Exposure Reduction Due to the Euro 5 Particulate Matter Standard Legislation. ATMOSPHERE 2017. [DOI: 10.3390/atmos8110230] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|