泰国北部城市和农村雾霾期气象与颗粒物浓度(PM2.5和PM10)的关系

IF 3.5 Q2 ENVIRONMENTAL SCIENCES Air Soil and Water Research Pub Date : 2022-01-01 DOI:10.1177/11786221221117264
Duanpen Sirithian, Pantitcha Thanatrakolsri
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引用次数: 9

摘要

气象参数在城乡环境空气质量中起着至关重要的作用。本研究旨在探讨2016 - 2020年泰国北部雾霾期间(1 - 4月)城市和农村地区的气象参数(温度、相对湿度、风速)与PM2.5和PM10浓度的关系。采用Spearman-Rank相关系数和多元高斯回归进行统计分析。环境PM2.5和PM10浓度及气象参数二次数据来源于泰国污染控制部门。测量结果是用射线衰减法得到的。结果显示,在研究期间,城市地区约24%至65%的日均PM2.5浓度超过了泰国国家环境空气质量标准。雾霾期间,城市和农村地区PM2.5/PM10平均值分别为0.69和0.66。我们的分析表明,大气温度(r = 0.624)和相对湿度(r = - 0.722)与PM2.5和PM10浓度之间存在显著的相关性。在这两个地区,PM2.5和PM10浓度也与温度呈正相关。相对湿度与PM2.5和PM10浓度的降低呈显著相关。然而,风速对PM2.5和PM10浓度没有影响。此外,混合-单粒子拉格朗日综合轨迹模型的日逆向轨迹也显示,3月份气团运动主要来自西南方向,在到达大气监测站之前经过高原、大型生物质燃烧区、逆风邻近省份和跨界运输。我们的研究结果提高了对城市和农村地区每年雾霾期间颗粒物污染和气象模式的理解。我们期望本研究的成果可以帮助改进现有的雾霾缓解措施,以提高变气象参数下空气污染的预测精度。
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Relationships between Meteorological and Particulate Matter Concentrations (PM2.5 and PM10) during the Haze Period in Urban and Rural Areas, Northern Thailand
Meteorological parameters play a crucial role in the ambient air quality of urban and rural environments. This study aims to investigate the relationship between meteorological parameters (including temperature, relative humidity, and wind speed) and the concentrations of PM2.5 and PM10 in the urban area and the rural area, northern Thailand during the haze period (January to April) from 2016 to 2020. Statistical analyses of the Spearman-Rank correlation coefficient and the multivariate gaussian regression were used to investigate the relationships. The secondary data of ambient PM2.5 and PM10 concentration and meteorological parameters were acquired from the Thai Pollution Control Department. The measurements are obtained using the Beta Ray attenuation method. The results showed that approximately 24% to 65% of daily average PM2.5 concentrations in the urban area over the study period exceeded Thailand’s National Ambient Air Quality Standards. The average PM2.5/PM10 ratios in the urban and the rural areas over the haze period were 0.69 and 0.66, respectively. Our analysis established a significant correlation between atmospheric temperature (r = 0.624) and relative humidity (r = −0.722) with the concentrations of PM2.5 and PM10. In both areas, PM2.5 and PM10 concentrations were also positively correlated with temperature. In contrast, relative humidity was significantly related with the decrease of PM2.5 and PM10 concentrations. However, wind speed does not affect PM2.5 and PM10 concentrations. Additionally, the daily backward trajectories using the hybrid-single particle Lagrangian integrated trajectory model also demonstrated air mass movement in March mostly came from the southwesterly direction, which moved through the highlands, the large biomass burned areas, upwind neighboring provinces, and transboundary transports before reaching the air monitoring stations. Our findings improve the understanding of particulate matter pollution and meteorological patterns during annual haze periods in the urban and rural areas. We expect the output of this study can help improve existing haze mitigation measures for improving the prediction accuracy of air pollution under variable meteorological parameters.
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来源期刊
Air Soil and Water Research
Air Soil and Water Research ENVIRONMENTAL SCIENCES-
CiteScore
7.80
自引率
5.30%
发文量
27
审稿时长
8 weeks
期刊介绍: Air, Soil & Water Research is an open access, peer reviewed international journal covering all areas of research into soil, air and water. The journal looks at each aspect individually, as well as how they interact, with each other and different components of the environment. This includes properties (including physical, chemical, biochemical and biological), analysis, microbiology, chemicals and pollution, consequences for plants and crops, soil hydrology, changes and consequences of change, social issues, and more. The journal welcomes readerships from all fields, but hopes to be particularly profitable to analytical and water chemists and geologists as well as chemical, environmental, petrochemical, water treatment, geophysics and geological engineers. The journal has a multi-disciplinary approach and includes research, results, theory, models, analysis, applications and reviews. Work in lab or field is applicable. Of particular interest are manuscripts relating to environmental concerns. Other possible topics include, but are not limited to: Properties and analysis covering all areas of research into soil, air and water individually as well as how they interact with each other and different components of the environment Soil hydrology and microbiology Changes and consequences of environmental change, chemicals and pollution.
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