Department of Marine Environment and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan.
Department of Public Health, Kaohsiung Medical University, Kaohsiung, Taiwan.
Chemosphere. 2020 May;246:125722. doi: 10.1016/j.chemosphere.2019.125722. Epub 2019 Dec 24.
Modeling approaches have been utilized to simulate ambient pollutant concentrations, but very limited efforts have been made to estimate volatile organic compounds in the atmosphere. For this reason, an hourly grid-scale simulation model was developed to determine ambient air concentrations of benzene, toluene, ethylbenzene, and xylene (BTEX). BTEX data were collected over a one-year time frame from the database of the Taiwan Environmental Protection Administration's photochemical assessment monitoring stations. Multivariate linear regression models were used along with correlation analysis to simulate hourly grid-scale BTEX concentrations, using criteria pollutants and selected meteorological variables as predictors. The simulation model was validated in the southern Taiwan area via a portable micro gas chromatography system (n = 121) with significant correlation (r = 0.566**, ** indicated p < 0.01). Moreover, the grid-scale model was applied to areas covering about 72% of the population in Taiwan. A geographic information system (GIS) was used to visualize the spatial distribution of BTEX concentrations from the modeling results. This new grid-scale modeling strategy, which incorporated the GIS output of the simulated data, provides a useful alternative tool for personal exposure analysis and health risk assessment of ambient air BTEX.
已采用建模方法来模拟环境污染物浓度,但很少有研究致力于估算大气中的挥发性有机化合物。出于这个原因,开发了一个每小时网格尺度的模拟模型,以确定苯、甲苯、乙苯和二甲苯(BTEX)的环境空气浓度。BTEX 数据是从台湾环保署光化评估监测站的数据库中收集的,为期一年。使用多元线性回归模型以及相关分析,使用标准污染物和选定的气象变量作为预测因子,模拟每小时网格尺度的 BTEX 浓度。通过便携式微型气相色谱系统(n=121)在台湾南部地区对模拟模型进行了验证,具有显著相关性(r=0.566**,**表示 p<0.01)。此外,该网格尺度模型应用于涵盖台湾约 72%人口的地区。地理信息系统(GIS)用于可视化建模结果中 BTEX 浓度的空间分布。这种新的网格尺度建模策略,结合了模拟数据的 GIS 输出,为环境空气 BTEX 的个人暴露分析和健康风险评估提供了一种有用的替代工具。