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Zhang J, Park J, Bui N, Forestieri S, Mazmanian E, He Y, Parmer C, C Quiros D. Impact of COVID-19 pandemic on greenhouse gas and criteria air pollutant emissions from the San Pedro Bay Ports and future policy implications. ENVIRONMENTAL RESEARCH LETTERS : ERL [WEB SITE] 2024; 19:114023. [PMID: 39381406 PMCID: PMC11457959 DOI: 10.1088/1748-9326/ad7747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 08/22/2024] [Accepted: 09/04/2024] [Indexed: 10/10/2024]
Abstract
The Ports of Los Angeles and Long Beach, collectively known as the San Pedro Bay Ports, serve as vital gateways for freight movement in the United States. The COVID-19 pandemic and other influencing factors disrupted freight movement and led to unprecedented cargo surge, vessel congestion, and increased air pollution and greenhouse gas emissions from seaport and connected freight system operations beginning in June 2020. In this study, we conducted the first comprehensive monthly assessment of the excess particulate matter, oxides of nitrogen (NOx), and carbon dioxide (CO2) emissions due to the heightened congestion and freight transport activity from ocean-going vessels (OGVs), trucks, locomotives, and cargo handling equipment (CHE) supporting seaport operations. Excess emissions peaked in October 2021 at 23 tons of NOx per day and 2001 tons of CO2 per day. The strategic queuing system implemented in November 2021 significantly reduced the number of anchored and loitering OGVs and their emissions near the ports, even during continued high cargo throughput until Summer 2022. Looking forward, we analyzed projected emissions benefits of adopted California Air Resources Board regulations requiring cleaner and zero-emission trucks, locomotives, and CHE over the next decade. If a repeated port congestion event were to occur in 2035, NOx emissions from land-based freight transport should be lessened by more than 80%. Our study underscores the potential emissions impacts of disruptions to the freight transport network and the critical need to continue reducing its emissions in California and beyond.
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Affiliation(s)
- Jiachen Zhang
- Department of Civil and Environmental Engineering, University of Southern California, Los Angeles, CA 90089, United States of America
- California Air Resources Board, 1001 I St #2828, Sacramento, CA 95814, United States of America
| | - Junhyeong Park
- California Air Resources Board, 1001 I St #2828, Sacramento, CA 95814, United States of America
| | - Nancy Bui
- California Air Resources Board, 1001 I St #2828, Sacramento, CA 95814, United States of America
| | - Sara Forestieri
- California Air Resources Board, 1001 I St #2828, Sacramento, CA 95814, United States of America
| | - Elizabeth Mazmanian
- California Air Resources Board, 1001 I St #2828, Sacramento, CA 95814, United States of America
| | - Yucheng He
- California Air Resources Board, 1001 I St #2828, Sacramento, CA 95814, United States of America
| | - Cory Parmer
- California Air Resources Board, 1001 I St #2828, Sacramento, CA 95814, United States of America
| | - David C Quiros
- California Air Resources Board, 1001 I St #2828, Sacramento, CA 95814, United States of America
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Mathieu ME, Gray J, Richmond-Bryant J. Spatial associations of long-term exposure to diesel particulate matter with seasonal and annual mortality due to COVID-19 in the contiguous United States. BMC Public Health 2023; 23:423. [PMID: 36869295 PMCID: PMC9982169 DOI: 10.1186/s12889-023-15064-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 01/13/2023] [Indexed: 03/05/2023] Open
Abstract
BACKGROUND People with certain underlying respiratory and cardiovascular conditions might be at an increased risk for severe illness from COVID-19. Diesel Particulate Matter (DPM) exposure may affect the pulmonary and cardiovascular systems. The study aims to assess if DPM was spatially associated with COVID-19 mortality rates across three waves of the disease and throughout 2020. METHODS We tested an ordinary least squares (OLS) model, then two global models, a spatial lag model (SLM) and a spatial error model (SEM) designed to explore spatial dependence, and a geographically weighted regression (GWR) model designed to explore local associations between COVID-19 mortality rates and DPM exposure, using data from the 2018 AirToxScreen database. RESULTS The GWR model found that associations between COVID-19 mortality rate and DPM concentrations may increase up to 77 deaths per 100,000 people in some US counties for every interquartile range (0.21 μg/m3) increase in DPM concentration. Significant positive associations between mortality rate and DPM were observed in New York, New Jersey, eastern Pennsylvania, and western Connecticut for the wave from January to May, and in southern Florida and southern Texas for June to September. The period from October to December exhibited a negative association in most parts of the US, which seems to have influenced the year-long relationship due to the large number of deaths during that wave of the disease. CONCLUSIONS Our models provided a picture in which long-term DPM exposure may have influenced COVID-19 mortality during the early stages of the disease. That influence appears to have waned over time as transmission patterns evolved.
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Affiliation(s)
- Martine Elisabeth Mathieu
- Center for Geospatial Analytics, Department of Forestry and Environmental Resources, North Carolina State University, 2800 Faucette Drive, Raleigh, NC, 27695-8008, USA
| | - Joshua Gray
- Center for Geospatial Analytics, Department of Forestry and Environmental Resources, North Carolina State University, 2800 Faucette Drive, Raleigh, NC, 27695-8008, USA
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, 27695-8008, USA
| | - Jennifer Richmond-Bryant
- Center for Geospatial Analytics, Department of Forestry and Environmental Resources, North Carolina State University, 2800 Faucette Drive, Raleigh, NC, 27695-8008, USA.
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, 27695-8008, USA.
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Ali HM, Sitinjak C, Md Said MH, Hassim JZ, Ismail R, Simic V. Model predicting social acceptance behavior to implement ELV policy: Exploring the role of knowledge toward ELV policy on social acceptance in Malaysia. Front Public Health 2023; 10:1093732. [PMID: 36743182 PMCID: PMC9890059 DOI: 10.3389/fpubh.2022.1093732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 12/19/2022] [Indexed: 01/19/2023] Open
Abstract
Effective management of end-of-life vehicles (ELVs) represents a sound strategy to mitigate global climate change. ELVs are contaminants that pollute water, air, soil, and landscape. This waste flow must be adequately treated, but no proper rule oversees the disposal of ELV waste in Malaysia. This study aims to determine the extent of implementing the ELV policy and the social readiness in implementing environmentally friendly ELV disposal in Malaysia. The questionnaire seeks public input on critical ELV concerns such as public perception of the phenomena, environmental and safety standards, and recycling and treatment facilities. This research uses a cross-sectional design with 448 respondents in the survey. Fit models in structural equation modeling are evaluated using a variety of goodness-of-fit indicators to ensure an actual hypothesis. This study's advantages include the availability of representative samples and allowing for comparable and generalizable conclusions to larger communities throughout Malaysia. It is found that personal experience is significantly correlated with social readiness. The cause of ELV vehicles knowledge was the vital mediator, along with recycling costs knowledge. Thus, knowledge regarding ELV management costs is the most decisive mediation variable to predict public acceptance. The recommended strategy to reduce resentment and rejection of ELV policy is to disseminate information about the negative ELV impact on environmental and social sustainability.
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Affiliation(s)
- Hasani Mohd Ali
- Faculty of Law, National University of Malaysia, Bangi, Malaysia
| | - Charli Sitinjak
- Centre for Research in Psychology and Human Well-Being, Faculty of Social Sciences and Humanities, National University of Malaysia, Bangi, Malaysia,Fakultas Psikologi, Universitas Esa Unggul, West Jakarta, Indonesia,*Correspondence: Charli Sitinjak ✉
| | | | | | - Rozmi Ismail
- Centre for Research in Psychology and Human Well-Being, Faculty of Social Sciences and Humanities, National University of Malaysia, Bangi, Malaysia
| | - Vladimir Simic
- Faculty of Transport and Traffic Engineering, University of Belgrade, Belgrade, Serbia
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Wang X, Zhou N, Zhi Y. Association between exposure to greenness and atopic march in children and adults-A systematic review and meta-analysis. Front Public Health 2023; 10:1097486. [PMID: 36699899 PMCID: PMC9868616 DOI: 10.3389/fpubh.2022.1097486] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 12/16/2022] [Indexed: 01/11/2023] Open
Abstract
Introduction Allergic diseases are a global public health problem. Food allergy, atopic dermatitis (AD), allergic rhinoconjunctivitis, allergic rhinitis (AR) and asthma represent the natural course of allergic diseases, also known as the "atopic march". In recent years, a large number of studies have been published on the association between greenness exposure and allergic diseases. However, systematic reviews on the association between greenness exposure and multiple allergic diseases or atopic march are lacking. Methods In this study, PubMed, EMBASE, ISI Web of Science, and Scopus were systematically searched. Meta-analyses were performed if at least three studies reported risk estimates for the same outcome and exposure measures. Results Of 2355 records, 48 studies were included for qualitative review. Five birth cohort studies, five cross-sectional studies, and one case-control study were included for asthma meta-analysis, respectively. Four birth cohort studies were included for AR meta-analysis. Our results support that exposure to a greener environment at birth reduces the risk of asthma and AR in childhood. In addition, higher greenness exposure was associated with decreased odds of current asthma in children. Discussion There was a large heterogeneity among the included studies and most of them did not specify the vegetation type and causative allergens. Therefore the study results need to be further validated. In addition, a small number of studies evaluated the association between greenness and food allergy, AD and allergic rhinoconjunctivitis. More research is needed to strengthen our understanding of the association between greenness and allergic diseases.
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Mathieu M, Gray J, Richmond-Bryant J. Spatial Associations of Long-term Exposure to Diesel Particulate Matter with Seasonal and Annual Mortality Due to COVID-19 in the Contiguous United States. RESEARCH SQUARE 2022:rs.3.rs-1567636. [PMID: 35860223 PMCID: PMC9298138 DOI: 10.21203/rs.3.rs-1567636/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Background People with certain underlying respiratory and cardiovascular conditions might be at an increased risk for severe illness from COVID-19. Diesel Particulate Matter (DPM) exposure may affect the pulmonary and cardiovascular systems. The study aims to assess if DPM was spatially associated with COVID-19 mortality across three waves of the disease and throughout 2020. Methods We tested an ordinary least square (OLS) model, then two global models, spatial lag model (SLM) and spatial error model (SEM), designed to explore spatial dependence, and a geographically weighted regression (GWR) model designed to explore local associations. Results The GWR model found that associations between COVID-19 deaths and DPM concentrations may increase up to 57, 36, 43, and 58 deaths per 100,000 people in some US counties for every 1 µg/m 3 increase in DPM concentration. Relative significant positive association are observed in New York, New Jersey, eastern Pennsylvania, and western Connecticut for the wave from January to May, and in southern Florida and southern Texas for June to September. The period from October to December exhibit a negative association in most parts of the US, which seems to have influenced the year-long relationship due to the large number of deaths during that wave of the disease. Conclusions Our models provided a picture in which long-term DPM exposure may have influenced COVID-19 mortality during the early stages of the disease, but that influence appears to have waned over time as transmission patterns evolved.
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Affiliation(s)
- Martine Mathieu
- North Carolina State University at Raleigh: North Carolina State University
| | - Joshua Gray
- North Carolina State University at Raleigh: North Carolina State University
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Mueller W, Milner J, Loh M, Vardoulakis S, Wilkinson P. Exposure to urban greenspace and pathways to respiratory health: An exploratory systematic review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 829:154447. [PMID: 35283125 DOI: 10.1016/j.scitotenv.2022.154447] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 03/04/2022] [Accepted: 03/06/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND/OBJECTIVE Urban greenspace may have a beneficial or adverse effect on respiratory health. Our objective was to perform an exploratory systematic review to synthesise the evidence and identify the potential causal pathways relating urban greenspace and respiratory health. METHODS We followed PRISMA guidelines on systematic reviews and searched five databases for eligible studies during 2000-2021. We incorporated a broad range of urban greenspace and respiratory health search terms, including both observational and experimental studies. Screening, data extraction, and risk of bias, assessed using the Navigation Guide criteria, were performed independently by two authors. We performed a narrative synthesis and discuss suggested pathways to respiratory health. RESULTS We identified 108 eligible papers (n = 104 observational, n = 4 experimental). The most common greenspace indicators were the overall greenery or vegetation (also known as greenness), green land use/land cover of physical area classes (e.g., parks, forests), and tree canopy cover. A wide range of respiratory health indicators were studied, with asthma prevalence being the most common. Two thirds (n = 195) of the associations in these studies were positive (i.e., beneficial) with health, with 31% (n = 91) statistically significant; only 9% (n = 25) of reported associations were negative (i.e., adverse) with health and statistically significant. The most consistent positive evidence was apparent for respiratory mortality. There were n = 35 (32%) 'probably low' and n = 73 (68%) 'probably high' overall ratings of bias. Hypothesised causal pathways for health benefits included lower air pollution, more physically active populations, and exposure to microbial diversity; suggested mechanisms with poorer health included exposure to pollen and other aeroallergens. CONCLUSION Many studies showed positive association between urban greenspace and respiratory health, especially lower respiratory mortality; this is suggestive, but not conclusive, of causal effects. Results underscore the importance of contextual factors, greenspace metric employed, and the potential bias of subtle selection factors, which should be explored further.
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Affiliation(s)
- William Mueller
- Institute of Occupational Medicine, Edinburgh, UK; London School of Hygiene & Tropical Medicine, UK.
| | - James Milner
- London School of Hygiene & Tropical Medicine, UK
| | - Miranda Loh
- Institute of Occupational Medicine, Edinburgh, UK
| | - Sotiris Vardoulakis
- National Centre for Epidemiology and Population Health, Australian National University, Australia
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Obergruber M, Hönig V, Jenčík J, Hájek J, Schlehöfer D, Herink T. Lignocellulosic Bioethanol and Biobutanol as a Biocomponent for Diesel Fuel. MATERIALS 2021; 14:ma14195597. [PMID: 34639994 PMCID: PMC8509815 DOI: 10.3390/ma14195597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 09/22/2021] [Accepted: 09/23/2021] [Indexed: 11/16/2022]
Abstract
In this paper, the fuel properties of mixtures of diesel fuel and ethanol and diesel fuel and butanol in the ratio of 2.5% to 30% were investigated. The physicochemical properties of the blends such as the cetane number, cetane index, density, flash point, kinematic viscosity, lubricity, CFPP, and distillation characteristics were measured, and the effect on fuel properties was evaluated. These properties were compared with the current EN 590+A1 standard to evaluate the suitability of the blends for use in unmodified engines. The alcohols were found to be a suitable bio-component diesel fuel additive. For most physicochemical properties, butanol was found to have more suitable properties than ethanol when used in diesel engines. The results show that for some properties, a butanol–diesel fuel mixture can be mixed up to a ratio of 15%. Other properties would meet the standard by a suitable choice of base diesel.
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Affiliation(s)
- Michal Obergruber
- Department of Chemistry, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kamýcká 129, 169 21 Prague, Czech Republic; (M.O.); (J.J.); (J.H.)
| | - Vladimír Hönig
- Department of Chemistry, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kamýcká 129, 169 21 Prague, Czech Republic; (M.O.); (J.J.); (J.H.)
- Correspondence: ; Tel.: +420-22438-2722
| | - Jan Jenčík
- Department of Chemistry, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kamýcká 129, 169 21 Prague, Czech Republic; (M.O.); (J.J.); (J.H.)
- ORLEN UniCRE a.s., Záluží 1, 436 70 Litvínov, Czech Republic; (D.S.); (T.H.)
| | - Jiří Hájek
- Department of Chemistry, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Kamýcká 129, 169 21 Prague, Czech Republic; (M.O.); (J.J.); (J.H.)
- ORLEN UniCRE a.s., Záluží 1, 436 70 Litvínov, Czech Republic; (D.S.); (T.H.)
| | - Dominik Schlehöfer
- ORLEN UniCRE a.s., Záluží 1, 436 70 Litvínov, Czech Republic; (D.S.); (T.H.)
| | - Tomáš Herink
- ORLEN UniCRE a.s., Záluží 1, 436 70 Litvínov, Czech Republic; (D.S.); (T.H.)
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Stas M, Aerts R, Hendrickx M, Delcloo A, Dendoncker N, Dujardin S, Linard C, Nawrot T, Van Nieuwenhuyse A, Aerts JM, Van Orshoven J, Somers B. Exposure to green space and pollen allergy symptom severity: A case-crossover study in Belgium. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 781:146682. [PMID: 33812114 DOI: 10.1016/j.scitotenv.2021.146682] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 03/04/2021] [Accepted: 03/18/2021] [Indexed: 05/17/2023]
Abstract
BACKGROUND The prevalence of pollen allergy has increased due to urbanization, climate change and air pollution. The effects of green space and air pollution on respiratory health of pollen allergy patients are complex and best studied in spatio-temporal detail. METHODS We tracked 144 adults sensitized to Betulaceae pollen during the tree pollen season (January-May) of 2017 and 2018 and assessed their spatio-temporal exposure to green space, allergenic trees, air pollutants and birch pollen. Participants reported daily symptom severity scores. We extracted 404 case days with high symptom severity scores and matched these to 404 control days. The data were analyzed using conditional logistic regression with a 1:1 case-crossover design. RESULTS Case days were associated with exposure to birch pollen concentration (100 grains/m3) [adjusted odds ratio 1.045 and 95% confidence interval (1.014-1.078)], O3 concentration (10 μg/m3) [1.504 (1.281-1.766)] and PM10 concentration (10 μg/m3) [1.255 (1.007-1.565)] on the day of the severe allergy event and with the cumulative exposure of one and two days before. Exposure to grass cover (10% area fraction) [0.655 (0.446-0.960)], forest cover (10% area fraction) [0.543 (0.303-0.973)] and density of Alnus (10%) [0.622 (0.411-0.942)] were protective for severe allergy, but only on the day of the severe allergy event. Increased densities of Betula trees (10%) were a risk factor [unadjusted OR: 2.014 (1.162-3.490)]. CONCLUSION Exposure to green space may mitigate tree pollen allergy symptom severity but only when the density of allergenic trees is low. Air pollutants contribute to more severe allergy symptoms. Spatio-temporal tracking allows for a more realistic exposure assessment.
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Affiliation(s)
- Michiel Stas
- Division Forest, Nature and Landscape, Department Earth and Environmental Sciences, KU Leuven, Celestijnenlaan 200E-2411, BE-3001 Leuven, Belgium; Measure, Model & Manage Bioresponses (M3-BIORES), Division Animal and Human Health Engineering, Department of Biosystems (BIOSYST), KU Leuven, Kasteelpark Arenberg 30-2472, B-3001 Leuven, Belgium.
| | - Raf Aerts
- Division Forest, Nature and Landscape, Department Earth and Environmental Sciences, KU Leuven, Celestijnenlaan 200E-2411, BE-3001 Leuven, Belgium; Risk and Health Impact Assessment, Sciensano (Belgian Institute of Health), J. Wytsmanstraat 14, B-1050 Brussels, Belgium; Division Ecology, Evolution and Biodiversity Conservation, KU Leuven, Kasteelpark Arenberg 31-3245, BE-3001 Leuven, Belgium; Center for Environmental Sciences, Hasselt University, Campus Diepenbeek, Agoralaan Gebouw D, B-3590 Hasselt, Belgium; Mycology and Aerobiology, Sciensano (Belgian Institute of Health), J. Wytsmanstraat 14, B-1050 Brussels, Belgium.
| | - Marijke Hendrickx
- Mycology and Aerobiology, Sciensano (Belgian Institute of Health), J. Wytsmanstraat 14, B-1050 Brussels, Belgium.
| | - Andy Delcloo
- Royal Meteorological Institute of Belgium, Ringlaan 3 Avenue Circulaire, B-1180 Brussels, Belgium; Department of Physics and Astronomy, Ghent University, Proeftuinstraat 86, B-9000 Ghent, Belgium.
| | - Nicolas Dendoncker
- Department of Geography, University of Namur, Rue de Bruxelles 61, B-5000 Namur, Belgium; Institute for Life, Earth and Environment (ILEE), University of Namur, Rue de Bruxelles 61, B-5000 Namur, Belgium.
| | - Sebastien Dujardin
- Department of Geography, University of Namur, Rue de Bruxelles 61, B-5000 Namur, Belgium; Institute for Life, Earth and Environment (ILEE), University of Namur, Rue de Bruxelles 61, B-5000 Namur, Belgium.
| | - Catherine Linard
- Department of Geography, University of Namur, Rue de Bruxelles 61, B-5000 Namur, Belgium; Institute for Life, Earth and Environment (ILEE), University of Namur, Rue de Bruxelles 61, B-5000 Namur, Belgium.
| | - Tim Nawrot
- Center for Environmental Sciences, Hasselt University, Campus Diepenbeek, Agoralaan Gebouw D, B-3590 Hasselt, Belgium; Centre Environment and Health, Department of Public Health and Primary Care, KU Leuven, Kapucijnenvoer 35 blok d box 7001, B-3000 Leuven, Belgium.
| | - An Van Nieuwenhuyse
- Centre Environment and Health, Department of Public Health and Primary Care, KU Leuven, Kapucijnenvoer 35 blok d box 7001, B-3000 Leuven, Belgium; Department of Health Protection, Laboratoire national de santé (LNS), 1, Rue Louis Rech, L-3555 Dudelange, Luxembourg.
| | - Jean-Marie Aerts
- Measure, Model & Manage Bioresponses (M3-BIORES), Division Animal and Human Health Engineering, Department of Biosystems (BIOSYST), KU Leuven, Kasteelpark Arenberg 30-2472, B-3001 Leuven, Belgium.
| | - Jos Van Orshoven
- Division Forest, Nature and Landscape, Department Earth and Environmental Sciences, KU Leuven, Celestijnenlaan 200E-2411, BE-3001 Leuven, Belgium.
| | - Ben Somers
- Division Forest, Nature and Landscape, Department Earth and Environmental Sciences, KU Leuven, Celestijnenlaan 200E-2411, BE-3001 Leuven, Belgium.
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Mousavi A, Yuan Y, Masri S, Barta G, Wu J. Impact of 4th of July Fireworks on Spatiotemporal PM 2.5 Concentrations in California Based on the PurpleAir Sensor Network: Implications for Policy and Environmental Justice. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:5735. [PMID: 34071796 PMCID: PMC8198140 DOI: 10.3390/ijerph18115735] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 05/03/2021] [Accepted: 05/20/2021] [Indexed: 02/07/2023]
Abstract
Fireworks are often used in celebration, causing short term, extremely high particulate matter air pollution. In recent years, the rapid development and expansion of low-cost air quality sensors by companies such as PurpleAir has enabled an understanding of air pollution at a much higher spatiotemporal resolution compared to traditional monitoring networks. In this study, real-time PM2.5 measurements from 751 PurpleAir sensors operating from June to July in 2019 and 2020 were used to examine the impact of 4th of July fireworks on hourly and daily PM2.5 concentrations at the census tract and county levels in California. American Community Survey (ACS) and CalEnviroScreen 3.0 data were used to identify correlations between PM2.5 measurements and socioeconomic status (SES). A two-step method was implemented to assure the quality of raw PM2.5 sensor data and sensor calibration against co-located reference instruments. The results showed that over 67% and 81% of counties experienced immediate impacts related to fireworks in 2019 and 2020, respectively. Relative to 2019, the peak PM2.5 concentrations on July 4th and 5th 2020 were, on average, over 50% higher in California, likely due to the COVID-19-related increase in the use of household-level fireworks. This increase was most pronounced in southern counties, which tend to have less strict firework-related regulations and a greater use of illegal fireworks. Los Angeles County experienced the highest July 4th daily PM2.5 levels both in 2019 (29.9 µg·m-3) and 2020 (42.6 µg·m-3). Spatial hot spot analyses generally showed these southern counties (e.g., Los Angeles County) to be regional air pollution hotspots, whereas the opposite pattern was seen in the north (e.g., San Francisco). The results also showed PM2.5 peaks that were over two-times higher among communities with lower SES, higher minority group populations, and higher asthma rates. Our findings highlight the important role that policy and enforcement can play in reducing firework-related air pollution and protecting public health, as exemplified by southern California, where policy was more relaxed and air pollution was higher (especially in 2020 when the 4th of July coincided with the COVID-19-lockdown period), and in disadvantaged communities where disparities were greatest.
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Affiliation(s)
- Amirhosein Mousavi
- Program in Public Health, Department of Environmental and Occupational Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA; (A.M.); (Y.Y.); (S.M.)
| | - Yiting Yuan
- Program in Public Health, Department of Environmental and Occupational Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA; (A.M.); (Y.Y.); (S.M.)
| | - Shahir Masri
- Program in Public Health, Department of Environmental and Occupational Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA; (A.M.); (Y.Y.); (S.M.)
| | | | - Jun Wu
- Program in Public Health, Department of Environmental and Occupational Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA; (A.M.); (Y.Y.); (S.M.)
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Decreasing ten-year (2008-2018) trends of the prevalence of childhood asthma and air pollution in Southern Taiwan. World Allergy Organ J 2021; 14:100538. [PMID: 34025904 PMCID: PMC8102795 DOI: 10.1016/j.waojou.2021.100538] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 03/27/2021] [Accepted: 03/31/2021] [Indexed: 11/24/2022] Open
Abstract
Background Asthma is a common pediatric chronic respiratory disease worldwide. Previous studies showed the prevalence of childhood asthma increased in developed countries as well as in Taiwan in the late 20th century. Recently, several reports from different parts of the world showed a reversed trend in this epidemic of childhood asthma prevalence. This study investigated the trend of childhood asthma through serial cross-section questionnaire surveys in the southern part of Taiwan, and identified associated factors related to this trend in elementary school children. Methods We used the Chinese version of the International Study of Asthma and Allergies in Childhood (ISAAC)29 questionnaire to assess the asthma status of elementary school students aged 6–12 years in Tainan city in 3 independent study periods, namely, 2008–2009, 2010–2012, and 2017–2018. We assessed the trend of “asthma” and “related respiratory symptoms” across 3 study periods. Results Of the 19,633 respondents, 17,545 (89.4%) completed the questionnaires. After adjustment for covariates, the prevalence of asthma and related respiratory symptoms was significantly lower in 2017–2018 than in the 2 earlier periods. Among the protective factors, the increasing rate of breastfeeding might be partly responsible for the observed reduced prevalence of current asthma and exercise-induced wheeze, but not physician-diagnosed asthma. The presence of pets in the house was the risk factor that correlated with the prevalence of nocturnal cough. Pearson correlation analysis showed a significant correlation of the prevalence of physician-diagnosed asthma, current asthma, and exercise-induced wheezing with the concentrations of air pollutant particles with aerodynamic diameter ≤10 μM (PM10) (r = 0.84, 0.77 and 0.81, respectively). Conclusion The prevalence of asthma and related respiratory symptoms has declined in elementary school-age children in southern Taiwan. The increased prevalence of breastfeeding, decreased rate of the presence of pets in the house, and improvement in outdoor air pollution seem to be related to this decreasing trend of asthma in school children. Our findings will provide the scientific base to empower prevention policy to reverse the trend of childhood asthma prevalence. Trial registration N/A
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Key Words
- Air pollution
- Asthma prevalence
- CO, carbon monoxide
- Children
- EPA, Environmental Protection Administration
- ISAAC, International Study of Asthma and Allergies in Childhood
- NO2, nitrogen dioxide pollutant particles with aerodynamic diameter ≤10 μM
- O3, ozone
- OR, odds ratio
- PM10, particles with aerodynamic diameter ≤10 μm (PM10, μg/m3)
- PM2.5, particles with aerodynamic diameter ≤2.5(PM10, μg/m3)
- SO2, sulfur dioxide
- Trend
- ppb, part per billion
- ppm, part per million
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11
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Asthma-prone areas modeling using a machine learning model. Sci Rep 2021; 11:1912. [PMID: 33479275 PMCID: PMC7820586 DOI: 10.1038/s41598-021-81147-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 12/28/2020] [Indexed: 12/17/2022] Open
Abstract
Nowadays, owing to population growth, increasing environmental pollution, and lifestyle changes, the number of asthmatics has significantly increased. Therefore, the purpose of our study was to determine the asthma-prone areas in Tehran, Iran considering environmental, spatial factors. Initially, we built a spatial database using 872 locations of children with asthma and 13 environmental factors affecting the disease—distance to parks and streets, rainfall, temperature, humidity, pressure, wind speed, particulate matter (PM 10 and PM 2.5), ozone (O3), sulfur dioxide (SO2), carbon monoxide (CO), and nitrogen dioxide (NO2). Subsequently, utilizing this spatial database, a random forest (RF) machine learning model, and a geographic information system, we prepared a map of asthma-prone areas. For modeling and validation, we deployed 70% and 30%, respectively, of the locations of children with asthma. The results of spatial autocorrelation and RF model showed that the criteria of distance to parks and streets as well as PM 2.5 and PM 10 had the greatest impact on asthma occurrence in the study area. Spatial autocorrelation analyses indicated that the distribution of asthma cases was not random. According to receiver operating characteristic results, the RF model had good accuracy (the area under the curve was 0.987 and 0.921, respectively, for training and testing data).
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12
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Jones KK, Anderko L, Davies-Cole J. Neighborhood Environment and Asthma Exacerbation in Washington, DC. ANNUAL REVIEW OF NURSING RESEARCH 2020; 38:53-72. [PMID: 32102955 DOI: 10.1891/0739-6686.38.53] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Approximately one in eight people in the United States have been diagnosed with asthma. Asthma is associated with significant medical expenditure and has been implicated as a leading reason for chronic school absences. Environmental risk factors such as access to green space and exposure to poor air quality are patterned such that some vulnerable populations may be at higher risk. Using data from DC Health, the Washington, DC, department of public health, this study investigated associations between neighborhood social, built, and natural environments and rates of asthma-related healthcare encounters by ZIP code between 2014 and 2017. We found that significant differences in rates exist between ZIP codes and for different subpopulations. Black boys had the highest overall rate, with 58.49 visits per 1,000 population, ranging by ZIP code from 0 to 88.56 visits. We found that the ZIP code Social Vulnerability Index was consistently associated with rates of healthcare encounters, but not access to green/open space or exposure to high traffic. However, we discuss how the ZIP code level may not be an appropriate level at which to investigate such built/natural environment features because of the proportion of variability that is found within rather than between ZIP codes. We end with a short discussion of ways that nurses, in particular school nurses, could help to address neighborhood environmental risk factors.
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13
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Shearston JA, Johnson AM, Domingo-Relloso A, Kioumourtzoglou MA, Hernández D, Ross J, Chillrud SN, Hilpert M. Opening a Large Delivery Service Warehouse in the South Bronx: Impacts on Traffic, Air Pollution, and Noise. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17093208. [PMID: 32380726 PMCID: PMC7246477 DOI: 10.3390/ijerph17093208] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 04/21/2020] [Accepted: 04/27/2020] [Indexed: 11/22/2022]
Abstract
Mott Haven, a low-income neighborhood in New York City, suffers from increased air pollution and accommodates several industrial facilities and interstates. In 2018, a large delivery service warehouse opened. Our objectives are to characterize black carbon (BC), fine particulate matter (PM2.5), and noise in the community; model changes in traffic due to the facility opening; and estimate associated BC and noise changes. BC, PM2.5, and noise were measured at eight sites pre-opening, and traffic counted continuously at two sites (June 2017–May 2019). An interrupted time series model was used to determine facility-related changes in traffic. Post-opening changes in traffic-related BC/noise were estimated from regressions of BC/noise with traffic flow. Mean (SD) pre-warehouse measures of BC and PM2.5 were 1.33 µg/m3 (0.41) and 7.88 µg/m3 (1.24), respectively. At four sites, equivalent sound levels exceeded the EPA’s recommended 70 dBA limit. After the warehouse opening, traffic increased significantly, predominantly at night. At one site, the greatest change for trucks occurred 9PM-12AM: 31.7% (95%CI [23.4%, 40.6%]). Increased traffic translated into mean predicted increases of 0.003 µg/m3 (BC) and 0.06 dBA (noise). Though small, they negate the substantial decrease the community seeks. Our findings can help communities and policymakers better understand impacts of traffic-intensive facilities.
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Affiliation(s)
- Jenni A. Shearston
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; (J.A.S.); (A.D.-R.); (M.-A.K.)
| | | | - Arce Domingo-Relloso
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; (J.A.S.); (A.D.-R.); (M.-A.K.)
| | - Marianthi-Anna Kioumourtzoglou
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; (J.A.S.); (A.D.-R.); (M.-A.K.)
| | - Diana Hernández
- Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, NY 10032, USA;
| | - James Ross
- Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964, USA; (J.R.); (S.N.C.)
| | - Steven N. Chillrud
- Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964, USA; (J.R.); (S.N.C.)
| | - Markus Hilpert
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; (J.A.S.); (A.D.-R.); (M.-A.K.)
- Correspondence:
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14
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Szczesniak R, Rice JL, Brokamp C, Ryan P, Pestian T, Ni Y, Andrinopoulou ER, Keogh RH, Gecili E, Huang R, Clancy JP, Collaco JM. Influences of environmental exposures on individuals living with cystic fibrosis. Expert Rev Respir Med 2020; 14:737-748. [PMID: 32264725 DOI: 10.1080/17476348.2020.1753507] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
INTRODUCTION Natural, social, and constructed environments play a critical role in the development and exacerbation of respiratory diseases. However, less is known regarding the influence of these environmental/community risk factors on the health of individuals living with cystic fibrosis (CF), compared to other pulmonary disorders. AREAS COVERED Here, we review current knowledge of environmental exposures related to CF, which suggests that environmental/community risk factors do interact with the respiratory tract to affect outcomes. Studies discussed in this review were identified in PubMed between March 2019 and March 2020. Although the limited data available do not suggest that avoiding potentially detrimental exposures other than secondhand smoke could improve outcomes, additional research incorporating novel markers of environmental exposures and community characteristics obtained at localized levels is needed. EXPERT OPINION As we outline, some environmental exposures and community characteristics are modifiable; if not by the individual, then by policy. We recommend a variety of strategies to advance understanding of environmental influences on CF disease progression.
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Affiliation(s)
- Rhonda Szczesniak
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center , Cincinnati, OH, USA.,Department of Pediatrics, University of Cincinnati , Cincinnati, OH, USA
| | - Jessica L Rice
- Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, Johns Hopkins University School of Medicine , Baltimore, MD, USA
| | - Cole Brokamp
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center , Cincinnati, OH, USA.,Department of Pediatrics, University of Cincinnati , Cincinnati, OH, USA
| | - Patrick Ryan
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center , Cincinnati, OH, USA.,Department of Pediatrics, University of Cincinnati , Cincinnati, OH, USA
| | - Teresa Pestian
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center , Cincinnati, OH, USA
| | - Yizhao Ni
- Department of Pediatrics, University of Cincinnati , Cincinnati, OH, USA.,Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center , Cincinnati, OH, USA
| | | | - Ruth H Keogh
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine , London, UK
| | - Emrah Gecili
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center , Cincinnati, OH, USA
| | - Rui Huang
- Division of Biostatistics & Epidemiology, Cincinnati Children's Hospital Medical Center , Cincinnati, OH, USA.,Department of Mathematical Sciences, University of Cincinnati , Cincinnati, OH, USA
| | - John P Clancy
- Department of Pediatrics, University of Cincinnati , Cincinnati, OH, USA.,Department of Clinical Research, Cystic Fibrosis Foundation , Bethesda, MD, USA
| | - Joseph M Collaco
- Eudowood Division of Pediatric Respiratory Sciences, Department of Pediatrics, Johns Hopkins University School of Medicine , Baltimore, MD, USA
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15
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Chen HL, Hung KF, Yen CC, Laio CH, Wang JL, Lan YW, Chong KY, Fan HC, Chen CM. Kefir peptides alleviate particulate matter <4 μm (PM 4.0)-induced pulmonary inflammation by inhibiting the NF-κB pathway using luciferase transgenic mice. Sci Rep 2019; 9:11529. [PMID: 31395940 PMCID: PMC6687726 DOI: 10.1038/s41598-019-47872-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 06/26/2019] [Indexed: 12/29/2022] Open
Abstract
Kefir peptides, generated by kefir grain fermentation of milk proteins, showed positive antioxidant effects, lowered blood pressure and modulated the immune response. In this study, kefir peptide was evaluated regarding their anti-inflammatory effects on particulate matter <4 μm (PM4.0)-induced lung inflammation in NF-κB-luciferase+/+ transgenic mice. The lungs of mice under 20 mg/kg or 10 mg/kg PM4.0 treatments, both increased significantly the generation of reactive oxygen species (ROS) and inflammatory cytokines; increased the protein expression levels of p-NF-κB, NLRP3, caspase-1, IL-1β, TNF-α, IL-6, IL-4 and α-SMA. Thus, we choose the 10 mg/kg of PM4.0 for animal trials; the mice were assigned to four treatment groups, including control group (saline treatment), PM4.0 + Mock group (only PM4.0 administration), PM4.0 + KL group (PM4.0 + 150 mg/kg low-dose kefir peptide) and PM4.0 + KH group (PM4.0 + 500 mg/kg high-dose kefir peptide). Data showed that treatment with both doses of kefir peptides decreased the PM4.0-induced inflammatory cell infiltration and the expression of the inflammatory mediators IL-lβ, IL-4 and TNF-α in lung tissue by inactivating NF-κB signaling. The oral administrations of kefir peptides decrease the PM4.0-induced lung inflammation process through the inhibition of NF-κB pathway in transgenic luciferase mice, proposing a new clinical application to particulate matter air pollution-induced pulmonary inflammation.
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Affiliation(s)
- Hsiao-Ling Chen
- Department of Bioresources, Da-Yeh University, Changhua, 515, Taiwan
| | - Kuan-Fei Hung
- Department of Life Sciences, and Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, 402, Taiwan
| | - Chih-Ching Yen
- Department of Life Sciences, and Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, 402, Taiwan.,Department of Internal Medicine, China Medical University Hospital, Taichung, 404, Taiwan
| | - Chun-Huei Laio
- Department of Life Sciences, and Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, 402, Taiwan
| | - Jiun-Long Wang
- Department of Life Sciences, and Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, 402, Taiwan.,Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, 407, Taiwan
| | - Ying-Wei Lan
- Department of Life Sciences, and Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, 402, Taiwan.,Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Tao-Yuan, 333, Taiwan
| | - Kowit-Yu Chong
- Department of Medical Biotechnology and Laboratory Science, College of Medicine, Chang Gung University, Tao-Yuan, 333, Taiwan.,Department of Thoracic Medicine, Chang Gung Memorial Hospital at Linkou, Tao-Yuan, 333, Taiwan
| | - Hueng-Chuen Fan
- Department of Pediatrics, and Department of Medical Research, Tung's Taichung Metro-harbor Hospital, Wuchi, Taichung, 435, Taiwan. .,Department of Rehabilitation, Jen-Teh Junior College of Medicine, Nursing and Management, Miaoli, 356, Taiwan.
| | - Chuan-Mu Chen
- Department of Life Sciences, and Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, 402, Taiwan. .,The iEGG and Animal Biotechnology Center, and Rong Hsing Research Center for Translational Medicine, National Chung Hsing University, Taichung, 402, Taiwan.
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