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A Streamlined Approach by a Combination of Bioindication and Geostatistical Methods for Assessing Air Contaminants and Their Effects on Human Health in Industrialized Areas: A Case Study in Southern Brazil

机译:生物指示法和地统计学方法相结合的简化方法来评估工业区的空气污染物及其对人体健康的影响:以巴西南部为例

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摘要

Industrialization in developing countries associated with urban growth results in a number of economic benefits, especially in small or medium-sized cities, but leads to a number of environmental and public health consequences. This problem is further aggravated when adequate infrastructure is lacking to monitor the environmental impacts left by industries and refineries. In this study, a new protocol was designed combining biomonitoring and geostatistics to evaluate the possible effects of shale industry emissions on human health and wellbeing. Futhermore, the traditional and expensive air quality method based on PM2.5 measuring was also used to validate the low-cost geostatistical approach. Chemical analysis was performed using Energy Dispersive X-ray Fluorescence Spectrometer (EDXRF) to measure inorganic elements in tree bark and shale retorted samples in São Mateus do Sul city, Southern Brazil. Fe, S, and Si were considered potential pollutants in the study area. Distribution maps of element concentrations were generated from the dataset and used to estimate the spatial behavior of Fe, S, and Si and the range from their hot spot(s), highlighting the regions sorrounding the shale refinery. This evidence was also demonstrated in the measurements of PM2.5 concentrations, which are in agreement with the information obtained from the biomonitoring and geostatistical model. Factor and descriptive analyses performed on the concentrations of tree bark contaminants suggest that Fe, S, and Si might be used as indicators of industrial emissions. The number of cases of respiratory diseases obtained from local basic health unit were used to assess a possible correlation between shale refinery emissions and cases of repiratory disease. These data are public and may be accessed on the website of the the Brazilian Ministry of Health. Significant associations were found between the health data and refinery activities. The combination of the spatial characterization of air pollution and clinical health data revealed that adverse effects were significant for individuals over 38 years of age. These results also suggest that a protocol designed to monitor urban air quality may be an effective and low-cost strategy in environmentally contaminated cities, especially in low- and middle-income countries.
机译:与城市增长相关的发展中国家的工业化带来了许多经济利益,特别是在中小型城市中,但是带来了许多环境和公共卫生后果。当缺乏足够的基础设施来监控工业和精炼厂留下的环境影响时,这个问题将进一步恶化。在这项研究中,结合生物监测和地统计学设计了新协议,以评估页岩工业排放物对人类健康和福祉的可能影响。此外,基于PM2.5测量的传统且昂贵的空气质量方法也被用于验证低成本的地统计学方法。使用能量色散X射线荧光光谱仪(EDXRF)进行化学分析,以测量巴西南部圣马特乌斯杜南城树皮和页岩干馏样品中的无机元素。 Fe,S和Si被认为是研究区域的潜在污染物。从数据集中生成元素浓度的分布图,并用于估算Fe,S和Si的空间行为以及其热点的范围,突出显示围绕页岩精炼厂的区域。 PM2.5浓度的测量也证明了这一证据,这与从生物监测和地统计模型获得的信息相符。对树皮污染物浓度进行的因素和描述性分析表明,Fe,S和Si可用作工业排放的指标。从当地基本卫生部门获得的呼吸系统疾病病例数用于评估页岩炼油厂排放量与呼吸系统疾病病例之间的可能相关性。这些数据是公开的,可以在巴西卫生部的网站上访问。在健康数据和炼油厂活动之间发现了显着关联。空气污染的空间特征与临床健康数据的结合表明,不良反应对38岁以上的人来说是显着的。这些结果还表明,旨在监测城市空气质量的协议可能是受到环境污染的城市(尤其是中低收入国家)的一种有效且低成本的策略。

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