A study of effects of ambient urban air pollution using personal samplers; a preliminary report

Air pollution has been associated with an increased incidence of respiratory disease. However, significant differences may exist between air pollution levels measured at conventional fixed monitoring stations and actual levels inhaled by a subject. Furthermore, studies of effects of air pollution might best be done using asthmatics as study subjects, since they have irritable airways. This is a preliminary report of a study using a control and asthmatic group in which effects of air pollution are assessed by sympton and medication diaries and simple pulmonary function tests. Air pollution exposure is measured using a small portable sampler for particulates, SO₂ and NO₂; these samplers are carried by the subject (“personal”) and are situated inside and outside the home. Levels obtained are compared to data obtained from the same type of sampler located at a fixed monitoring station. Preliminary analysis of the data shows that the levels of pollutants are low and there are significant differences between the four air pollution measurements, with weak correlations among the various measurements. In this preliminary report, change in pulmonary function during the day correlates only with personal NO₂ measurements. This suggests the need for estimating air pollution exposure using “personal” samplers, when investigating health effects.     

基于选择实验方法的北京市空气质量价值评估

科学地评估空气质量的经济价值是政府制定空气污染治理政策的必要前提。近年来选择实验方法逐渐兴起,并被研究者广泛应用于环境价值评估。与其他陈述偏好方法相比,选择实验的一个优势是其具有更高的外部效度。选择实验方法在国内的应用研究尚处在起步阶段。本研究分别在2015年和2016年对北京市居民开展了两次基于选择实验方法的网络调查,在调查数据的基础上采用随机参数Logit和广义多元Logit模型分析了北京市居民对空气质量的偏好,并据此估算了空气质量价值。根据2015年样本的估算结果,雾霾天气(PM_(2.5)超标)和沙尘天气(PM_(10)超标)对北京市居民的平均边际价值分别为6.32元/d和2.69元/d;根据2016年样本的估算结果,两个价值分别为7.72元/d和2.81元/d。上述估算结果在两次调查样本中基本稳定,而且,在多种模型设定下都具有较强的稳健性,与近年来的同类研究结果基本一致。以2016年样本的估算结果为基础,2015年北京市雾霾天气和沙尘天气引起的价值损失分别为239.61亿元和45.13亿元,占北京市当年GDP总量的1.04%和0.20%。进一步研究发现,北京市2015年和2016年空气质量改善的价值均低于北京市政府同年用于治理空气污染投入的财政资金总量,说明资金使用效率有待进一步提高;此外,虽然空气质量对高收入居民具有更高的价值,但是,以收入水平为指标设计的累进税率并不比固定税率更优。     

Constrained confidence intervals in time series studies of mortality and air pollution

This paper focuses on constrained confidence intervals in the context of environmental time series studies where one seeks to ascertain the effects of ambient air pollution on human mortality. If the regression parameter representing such effects is non-negative, corresponding to a belief that more pollution cannot be beneficial, a desirable goal is to produce a constrained confidence interval for the parameter which is entirely non-negative. We show how this goal can be achieved using the method of tail functions. The proposed methodology is illustrated by the application to an environmental study of 100 cities in the United States involving regressions of mortality counts on levels of particulate matter air pollution. The large number of constrained CIs that contain zero is an indication that for the majority of the 100 cities there is not enough evidence to conclude a positive association between air pollution and mortality.     

Recent advances in SO2, NOx, and O3 personal monitoring

Since the air pollution as measured by stationary monitoring stations is a poor indicator of the population exposure, personal monitors are indispensible to health effects studies. This article reviews the current research on the development of personal monitors. Although most of the analytical methods reviewed in this study appear to be sensitive to the levels of the target pollutants NO₂, SO₂, and O₃ generally encountered in indoor and outdoor air, they lack the desired performance characteristics for a personal monitoring device, such as user safety and ease of operation, weight, and maintenance. Electrochemical transducers/sensors, which have not yet been exploited, are attractive candidates for the application to personal monitoring. This technique has an added feature of generating real-time measurements. A few research models and commercially attractive devices that can be used in field studies are included.     

Relationship between air pollution and daily mortality in a subtropical city: Taipei, Taiwan

Air pollution has been associated with daily mortality in numerous studies over the past decade. However most of these studies were conducted in the United States and Europe with relatively few done in Asia. In the current study, the association between ambient air pollution and daily mortality in Taipei, Taiwan's largest city which has a subtropical climate was undertaken, for the period 1994-1998 using a case-crossover analysis. This design is an alternative to Poisson time series regression for studying the short-term adverse health effects of air pollution. The air pollutants examined included particulate matter (PM(10)), sulfur dioxide (SO(2)), ozone (O(3)), nitrogen dioxide (NO(2)), and carbon monoxide (CO). The largest observed effect, which was without statistical significance, was seen for NO(2) and CO levels on deaths due to respiratory diseases (ORs=1.013 and 1.014, respectively). The well established link between air pollution levels and daily mortality may not be as strong in cities in subtropical areas, although other factors such as differences in pollutant mix or the underlying health of the population may explain the lack of a strong association in this study. Further studies of this type in cities with varying climates and cultures are needed.     

“2+26”城市治霾方案效果评估:以山东省为案例的研究

以京津冀大气污染传输通道“2+26”城市为对象的区域性雾霾专项治理已经开展两年有余。要判断“2+26”城市治霾方案的实施是否取得了显著成效需要通过科学的实证分析加以验证。采集山东省13个内陆城市2016—2018年每日空气质量指数(AQI)、六种单项污染物(PM 2.5、PM 10、SO 2、NO 2、CO、O 3)浓度以及气象条件等数据,以其中属于“2+26”城市的7城市作为实验组,其余6城市作为对照组,基于双重差分法,对“2+26”城市治霾方案在山东省相关城市的实施效果进行评估,试图分离方案实施所带来的环境效应。结果表明:①“2+26”城市治霾方案的实施总体上有效,对污染传输通道7城市空气质量指数(AQI)指标的降低发挥了显著作用。②“2+26”城市治霾方案对污染传输通道城市的PM 2.5、PM 10、CO浓度的降低有显著贡献,但对SO 2、NO 2和O 3指标的改善贡献并不明显。③对方案进行分时段动态效应分析发现,《京津冀及周边地区2017年大气污染防治工作方案》的发布并未对污染传输通道城市空气质量改善产生立竿见影的效果,而《京津冀及周边地区2017—2018年秋冬季大气污染综合治理攻坚行动方案》《京津冀及周边地区2018—2019年秋冬季大气污染综合治理攻坚行动方案》的落实和执行才是“2+26”城市治霾方案显著见效的保障。该研究在严格遵守双重差分法前提条件的同时,还通过了一系列稳健性检验确保评估结果的可靠性。     

Pulmonary function testing of animals chronically exposed to diluted diesel exhaust for 267 days

Thw purpose of this work was to assess the potential effect that chronic inhalation of diesel exhaust may have on lung mechanics and lung volumes. Noninvasive pulmonary function tests have been conducted repeatedly on 25 rats exposed to diesel exhaust at a particulate concentration of 1500 μg/m³, for 20 h/day, days/week for 267 days. The same tests were conducted on 25 clean air control animals. When the data is normalized, there are no apparent functionally significant changes occurring in the lungs that may be attributed to the chronic inhalation of diesel exhaust.     

Imprecision of dose predictions for radionuclides released to the environment: An application of a Monte Carlo simulation technique

An evaluation of the imprecision in dose predictions has been performed using current dose assessment models and present knowledge of the variability or uncertainty in model parameter values. The propagation of parameter uncertainties is demonstrated using a Monte Carlo technique for elemental ¹³¹I transported via the pasture-cow-milk-child pathway. The results indicate that when site-specific information is not available the imprecision inherent in the predictions for this pathway is potentially large. Generally, the 99th percentile in thyroid dose for children was predicted to be approximately an order of magnitude greater than the median value. The potential consequences of the imprecision in dose for radiation protection purposes are discussed.     

Dynamic trends of heavy metal contents in plants and soil under different industrial air pollution regimes

Based on 30-year monitoring of Ni²⁺ and Cu²⁺ concentrations in the organic horizon of Albic Rustic Podzols and the foliage of six plant species, a dynamic trend in the level of heavy metal accumulation in the components of forest ecosystems of the Kola Peninsula has been revealed against the background of five- to eightfold reduction of pollutant emissions. The direction of the trend has been found to differ: the size of polluted area and pollution level increase with time, while the concentrations of heavy metals in plants decrease due to reduction in their input from the polluted air.     

基于小波分析与Mann-Kendall法的上海市近12年空气质量变化

综合应用小波分析和Mann Kendall非参数检验方法,对上海市近12 a PM10、SO2和NO2逐日空气污染指数序列进行分析,揭示了空气污染变化的多尺度特征、变化趋势和突变特性,以深入了解上海市空气质量状况。结果表明：PM10、SO2和NO2污染序列呈现多尺度的变化特征,具有1 000 d和300 d左右的中、小时间尺度周期。在小尺度上,各序列具有300 d左右的主周期和30 d左右的次周期。空气污染具有“冬重夏轻”的特征,冬季和春季是污染比较严重的时段;2007年夏季以来,空气质量总体趋于好转。近12 a来各序列均呈显著的减少趋势;PM10序列突变开始于2006年7月3日前后,SO2于2010年3月21日前后,NO2则于2006年4月18日前后;突变后,各序列基本均呈显著的下降趋势。最后,提出了未来改善上海市空气质量的相关建议。     

A statistical model to evaluate the effectiveness of PM2.5 emissions control during the Beijing 2008 Olympic Games

A statistical model was developed using satellite remote sensing data and meteorological parameters to evaluate the effectiveness of air pollution control measures during the 2008 Beijing Olympic Games. Custom satellite retrievals under hazy conditions were included in the modeling dataset to represent the air pollution levels more accurately. This model explained 70% of the PM_2.5 variability during the modeling period from June to October 2008. Using this tool, we estimate that the aggressive emission reduction measures alone effectively lowered PM_2.5 levels by 20–24 μg/m³ or 27–33% on average during the Games period, which is substantially greater than those reported previously. Since parameters required to develop this model are readily available in most cities of the world, it can be quickly applied after other major events to evaluate air pollution control policy.     

Model testing using data on 131I released from Hanford

The Hanford test scenario described an accidental release of 131I to the environment from the Hanford Purex Chemical Separations Plant in September 1963. Based on monitoring data collected after the release, this scenario was used by the Dose Reconstruction Working Group of BIOMASS to test models typically used in dose reconstructions. The primary exposure pathway in terms of contribution to human doses was ingestion of contaminated milk and vegetables. Predicted mean doses to the thyroid of reference individuals from ingestion of 131I ranged from 0.0001 to 0.8 mSv. For one location, predicted doses to the thyroids of two children with high milk consumption ranged from 0.006 to 2 mSv. The predicted deposition at any given location varied among participants by a factor of 5-80. The exercise provided an opportunity for comparison of assessment methods and conceptual approaches, testing model predictions against measurements, and identifying the most important contributors to uncertainty in the assessment result. Key factors affecting predictions included the approach to handling incomplete data, interpretation of input information, selection of parameter values, adjustment of models for site-specific conditions, and treatment of uncertainties.     

Carbon isotopes and sulphur contents as indicators of atmospheric pollution from burning fossil fuels

This paper summarized the study carried out in Krakow, Poland in 1975-76 on the estimated local air pollution as measured by carbon isotopes and total sulphur measurement in plants. Good correlation was found between δ¹⁴C value and the total sulphur (measured by radionuclide excited X-ray fluorescence) in beech leaves collected in the late summer, indicating the common source of both pollutants. Sampling and measurement of σ¹³C in atmospheric CO₂ has shown that σ³C can be used as a pollution indicator only in the winter period when no fluctuations exist ddue to plant respiration. A method of CO₂ sampling using molecular sieve proved to be feasible for instantaneous sampling with no isotope fractionation. The highest pollution by fossil CO₂ was measured in winter (12.8% excess. During spring and summer the average contribution of fossil CO₂ was 4.5 to 5.6%.     

Use of kriging models to predict 12-hour mean ozone concentrations in Metropolitan Toronto-A pilot study

Ozone concentrations exhibit spatial variability within metropolitan areas, resulting in significantly different personal exposures among individuals. This paper uses the statistical technique, kriging, to explore the 12-h daytime (8am–8pm) ozone spatial variation and to predict mean outdoor ozone levels at home sites within the Toronto metropolitan area. Outdoor ozone measurements taken in the Toronto metropolitan area between June and August 1992 are used in kriging models to predict outdoor ozone concentrations. The performance of the model is evaluated by comparing actual home outdoor measurements with predicted values. Results indicate that kriging predictions are more accurate than using only the closest stationary ambient site measurements for determining home outdoor ozone concentrations within the metropolitan area. The average variogram obtained from pooling data throughout the entire sampling period shows a clear spatial trend in the outdoor ozone variation. Kriging predictions using the parameters from the average variogram perform as well as those using variograms from individual days. An approach for minimizing sample bias can be used to increase the accuracy of the predictions; cross-validation suggests that it is a reasonable procedure.     

New international long-term ecological research on air pollution effects on the Carpathian Mountain forests,Central Europe

An international cooperative project on distribution of ozone in the Carpathian Mountains, Central Europe was conducted from 1997 to 1999. Results of that project indicated that in large parts of the Carpathian Mountains, concentrations of ozone were elevated and potentially phytotoxic to forest vegetation. That study led to the establishment of new long-term studies on ecological changes in forests and other ecosystems caused by air pollution in the Retezat Mountains, Southern Carpathians, Romania and in the Tatra Mountains, Western Carpathians on the Polish-Slovak border. Both of these important mountain ranges have the status of national parks and are Man & the Biosphere Reserves. In the Retezat Mountains, the primary research objective was to evaluate how air pollution may affect forest health and biodiversity. The main research objective in the Tatra Mountains was to evaluate responses of natural and managed Norway spruce forests to air pollution and other stresses. Ambient concentrations of ozone (O(3)), sulfur dioxide (SO(2)), nitrogen oxides (NO(x)) as well as forest health and biodiversity changes were monitored on densely distributed research sites. Initial monitoring of pollutants indicated low levels of O(3), SO(2), and NO(x) in the Retezat Mountains, while elevated levels of O(3) and high deposition of atmospheric sulfur (S) and nitrogen (N) have characterized the Tatra Mountains. In the Retezat Mountains, air pollution seems to have little effect on forest health; however, there was concern that over a long time, even low levels of pollution may affect biodiversity of this important ecosystem. In contrast, severe decline of Norway spruce has been observed in the Tatra Mountains. Although bark beetle seems to be the immediate cause of that decline, long-term elevated levels of atmospheric N and S depositions and elevated O(3) could predispose trees to insect attacks and other stresses. European and US scientists studied pollution deposition, soil and plant chemistry, O(3)-sensitive plant species, forest insects, and genetic changes in the Retezat and Tatra Mountains. Results of these investigations are presented in a GIS format to allow for a better understanding of the changes and the recommendations for effective management in these two areas.     

江苏污水处理差别定价政策对地表水质的影响——基于合成控制法的研究

近年来,我国工业污水排放量持续增长、水污染事件频发,对生态环境和居民健康造成严重危害。为扭转这一局面,各级政府相继出台众多环保政策。利用2013~2016年周度省级面板数据,选取高锰酸盐(COD_Mn)、溶解氧(DO)、氨氮(NH₃)等3类单项指标,基于合成控制法(SCM) 评价江苏省污水处理差别定价政策的效果,并借助熵权法构建综合指标以评价其综合效应。研究发现：政策实施后,江苏省地表水质整体上取得明显改善;溶解氧指标提高,表明地表水体自净能力显著提升;但由于不易监管,以高锰酸盐和氨氮衡量的地表水体富营养化反而有所恶化。为确保实现预期目标,政策制定及动态调整必须保证激励约束相容。     

Characterizing multi-pollutant air pollution in China: Comparison of three air quality indices

Multi-pollutant air pollution (i.e., several pollutants reaching very high concentrations simultaneously) frequently occurs in many regions across China. Air quality index (AQI) is used worldwide to inform the public about levels of air pollution and associated health risks. The current AQI approach used in China is based on the maximum value of individual pollutants, and does not consider the combined health effects of exposure to multiple pollutants. In this study, two novel alternative indices – aggregate air quality index (AAQI) and health-risk based air quality index (HAQI) – were calculated based on data collected in six megacities of China (Beijing, Shanghai, Guangzhou, Shjiazhuang, Xi'an, and Wuhan) during 2013 to 2014. Both AAQI and HAQI take into account the combined health effects of various pollutants, and the HAQI considers the exposure (or concentration)-response relationships of pollutants. AAQI and HAQI were compared to AQI to examine the effectiveness of the current AQI in characterizing multi-pollutant air pollution in China. The AAQI and HAQI values are higher than the AQI on days when two or more pollutants simultaneously exceed the Chinese Ambient Air Quality Standards (CAAQS) 24-hour Grade II standards. The results of the comparison of the classification of risk categories based on the three indices indicate that the current AQI approach underestimates the severity of health risk associated with exposure to multi-pollutant air pollution. For the AQI-based risk category of ‘unhealthy’, 96% and 80% of the days would be ‘very unhealthy’ or ‘hazardous’ if based on AAQI and HAQI, respectively; and for the AQI-based risk category of ‘very unhealthy’, 67% and 75% of the days would be ‘hazardous’ if based on AAQI and HAQI, respectively. The results suggest that the general public, especially sensitive population groups such as children and the elderly, should take more stringent actions than those currently suggested based on the AQI approach during high air pollution events. Sensitivity studies were conducted to examine the assumptions used in the AAQI and HAQI approaches. Results show that AAQI is sensitive to the choice of pollutant irrelevant constant. HAQI is sensitive to the choice of both threshold values and pollutants included in total risk calculation.     

空气污染视角下北京市产业结构调整的政策模拟研究

空气污染问题是制约经济社会健康发展的重要因素,产业结构调整是缓解该问题的重要途径,探究产业结构调整对于空气污染问题的改善效应具有重要的意义。本文以环境保护和经济增长为双重目标,以投入产出理论为基础,构建了一个一般的具有政策权重的产业结构双目标优化模型。模型目标中的权重体现了政策对两个目标的倾向性需求。给定了某种政策权重,就能根据优化模型计算出最优的产业结构。进一步,我们以SO 2的排放量作为环保指标,以GDP作为经济指标,利用上述模型,依据实际数据,在不同政策权重下,对北京市2017年的产业结构进行了模拟测算,从而给出了与之对应的北京市最优化的产业结构调整方案。特别地,选择了其中三种政策倾向力度,即经济增长偏向性政策、中性政策、环境保护偏向性政策方案,分别给出了最优产业结构方案的数量结果和两个目标的值。我们注意到,2017年的实际值与2016年的实际值相比,2017年的污染物SO 2的排放量大幅减少,且GDP也有所增加,这表明了政府部门的政策相对有效。但是,我们计算出的三种最优化的产业结构对应的两个目标值均优于2017年实际值。事实上,对于经济偏向性政策,最优化的产业结构使得GDP的数量上升更多,而SO 2的排放量也减少了不少;即使是采用环保偏向性政策,不仅使污染物SO 2的排放量更少,而且使GDP的数量仍然高于2017年的实际值。这说明本文提出的通过优化产业结构实现环境保护是一个可行的、合理的途径。     

Modeling indoor air pollution of outdoor origin in homes of SAPALDIA subjects in Switzerland

Given the shrinking spatial contrasts in outdoor air pollution in Switzerland and the trends toward tightly insulated buildings, the Swiss Cohort Study on Air Pollution and Lung and Heart Diseases in Adults (SAPALDIA) needs to understand to what extent outdoor air pollution remains a determinant for residential indoor exposure. The objectives of this paper are to identify determining factors for indoor air pollution concentrations of particulate matter (PM), ultrafine particles in the size range from 15 to 300 nm, black smoke measured as light absorbance of PM (PM_absorbance) and nitrogen dioxide (NO₂) and to develop predictive indoor models for SAPALDIA. Multivariable regression models were developed based on indoor and outdoor measurements among homes of selected SAPALDIA participants in three urban (Basel, Geneva, Lugano) and one rural region (Wald ZH) in Switzerland, various home characteristics and reported indoor sources such as cooking. Outdoor levels of air pollutants were important predictors for indoor air pollutants, except for the coarse particle fraction. The fractions of outdoor concentrations infiltrating indoors were between 30% and 66%, the highest one was observed for PM_absorbance. A modifying effect of open windows was found for NO₂ and the ultrafine particle number concentration. Cooking was associated with increased particle and NO₂ levels. This study shows that outdoor air pollution remains an important determinant of residential indoor air pollution in Switzerland.     

南昌市环境空气污染时空变化特征及影响因素研究

选取2014~2017年南昌市不同时间尺度AQI及主要空气污染物数据,利用GIS技术、神经网络分析、后向轨迹模型及地统计分析方法,分析了南昌市环境空气污染时空变化特征及影响因素。结果表明,南昌市近年来空气质量总体变化不大,空气质量等级以良为主,占全年比例为57%~61%。但首要污染物变化较大,即PM2.5比例显著下降,NO2和O3比例显著上升,PM10变化不大。南昌市空气污染季节变化显著,冬春季空气质量较差,以PM10、PM2.5污染为主,夏季空气质量最好,以O3污染为主。空气污染周变化以周末及周一污染较重、周四污染最轻,说明南昌市空气污染除了与群众出行习惯有关,还存在其他影响因素。南昌市空气质量日变化呈双峰型（9:00~11:00和20:00~22:00）,主要受上、下班高峰期带来的交通尾气影响。南昌市空气污染空间变化呈典型的“郊区-市区”分布,其中AQI、PM10、PM2.5、SO2、NO2、CO值均以市区较高、郊区较低,而O3的空间分布规律正好相反,这主要与城区NOx排放较多,O3易与其迅速反应而消耗有关。后向轨迹聚类分析结果表明,来自本地的短轨迹气团占比高,对PM2.5、PM10、NO2、O3的影响大。气象因素上,PM2.5、PM10、NO2受相对湿度影响较大,O3受温度影响较大。