Integrating Passive Biomonitoring and Active Monitoring: Spider Web Silk and Portable Instruments for Air Quality in Urban Areas

IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Water, Air, & Soil Pollution Pub Date : 2024-06-26 DOI:10.1007/s11270-024-07264-5
Amina Muzamil, Khawar Sultan, Abeer Hashem, Graciela Dolores Avila-Quezada, Elsayed Fathi Abd-Allah, Qamar uz Zaman
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Abstract

Urban areas worldwide face significant challenges from increasing air pollution, posing health risks and environmental concerns. Lahore, a major city in Pakistan, is particularly affected by severe air pollution due to rapid industrial growth, high vehicle emissions, and various human activities. Traditional air quality monitoring methods, while effective, are often costly and complex, limiting their widespread use. This study investigates a dual monitoring system combining passive biomonitoring with spider web silk and active measurements using portable instruments to assess airborne pollutants in urban environments. Spider webs, collected from various sites in Lahore, were analyzed for heavy metals, while portable instruments simultaneously measured PM2.5, PM10, total volatile organic contents, formaldehyde, and carbon monoxide at the same locations. A spatial distribution analysis using GIS and statistical analysis revealed a pattern with significant changes as per land use in the urban environment related to anthropogenic activities. The Principal Component Analysis revealed three distinct clusters of pollutants origins consisting of: I) effluent drains and landfills, II) construction sites, and III) residential areas. The concentrations of Hg in spider silk (average ~ 2.66 mg/kg) were found to be significantly higher in the northeastern part of Lahore, with a similar trend observed in Cd, Cu, Ni, and As levels (average ~ 15.45, 102.87, 31.72, and 6.64, respectively). Several-fold changes in levels and spatial distribution of Pb (15.12 to 356.41 mg/kg) showed a higher concentration in the northern and northeastern parts of Lahore. The spatial variation pattern of Cr (average~ 57.04 mg/kg) registered a higher concentration in southwestern Lahore. Ambient air levels of measured pollutants followed almost similar patterns in spatial distribution. PM2.5 and PM10 measured higher levels (195 and 226 μg/m3, respectively) in the southwestern and northwestern areas, with a similar pattern of variation observed in TVOC (average ~ 0.14 μg/m3). The concentration of HCHO (average ~ 0.003 μg/m3) was higher in the southwest of Lahore. All measured pollutants registered higher values than air quality standards. Particulate matter is the most dominant pollutant contributing to air pollution (up to 20x higher than WHO guidelines). The findings support the use of a dual monitoring system, integrating passive spider web silk biomonitoring and active portable instruments, as a scalable and sustainable solution for air quality management. This approach holds potential for global application in diverse urban environments, with future research focusing on further validation and integration with advanced remote sensing technologies to enhance air quality monitoring and contribute to improved public health and environmental management worldwide. Hence, this research work points to the potential use of spider silk as a biomonitoring tool in combination with instrumental measurement of ambient air pollutants.

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被动生物监测与主动监测相结合:用于城市地区空气质量的蜘蛛网丝和便携式仪器
全世界的城市地区都面临着空气污染日益严重的严峻挑战,给人们带来了健康风险和环境问题。拉合尔是巴基斯坦的一个主要城市,由于工业发展迅速、汽车尾气排放量大以及各种人类活动,该市尤其受到严重空气污染的影响。传统的空气质量监测方法虽然有效,但往往成本高昂且复杂,限制了其广泛应用。本研究调查了一种双重监测系统,该系统结合了利用蜘蛛网丝进行的被动生物监测和利用便携式仪器进行的主动测量,以评估城市环境中的空气传播污染物。对从拉合尔不同地点收集的蜘蛛网进行了重金属分析,便携式仪器同时测量了同一地点的 PM2.5、PM10、总挥发性有机物含量、甲醛和一氧化碳。利用地理信息系统和统计分析进行的空间分布分析表明,城市环境中与人为活动有关的土地利用模式发生了显著变化。主成分分析显示,污染物来源有三个不同的群组,包括I) 污水排水沟和垃圾填埋场;II) 建筑工地;III) 居民区。在拉合尔东北部,蛛丝中的汞浓度(平均约为 2.66 毫克/千克)明显较高,镉、铜、镍和砷的浓度(平均分别约为 15.45、102.87、31.72 和 6.64)也呈类似趋势。铅(15.12 至 356.41 毫克/千克)含量和空间分布的数倍变化表明,拉合尔北部和东北部地区的铅浓度较高。铬(平均~ 57.04 毫克/千克)在拉合尔西南部的浓度较高。环境空气中测量到的污染物水平在空间分布上几乎遵循相似的模式。西南部和西北部地区 PM2.5 和 PM10 含量较高(分别为 195 微克/立方米和 226 微克/立方米),TVOC(平均值~ 0.14 微克/立方米)的变化模式与此类似。拉合尔西南部的 HCHO 浓度较高(平均约为 0.003 微克/立方米)。所有测得的污染物值均高于空气质量标准。颗粒物是造成空气污染的最主要污染物(比世界卫生组织的标准高出 20 倍)。研究结果支持使用双重监测系统,将被动式蛛网丝生物监测和主动式便携仪器结合起来,作为空气质量管理的一种可扩展和可持续的解决方案。这种方法具有在全球各种城市环境中应用的潜力,未来的研究重点是进一步验证和整合先进的遥感技术,以加强空气质量监测,为改善全球公共卫生和环境管理做出贡献。因此,这项研究工作指出了蜘蛛丝作为生物监测工具与环境空气污染物仪器测量相结合的潜在用途。
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来源期刊
Water, Air, & Soil Pollution
Water, Air, & Soil Pollution 环境科学-环境科学
CiteScore
4.50
自引率
6.90%
发文量
448
审稿时长
2.6 months
期刊介绍: Water, Air, & Soil Pollution is an international, interdisciplinary journal on all aspects of pollution and solutions to pollution in the biosphere. This includes chemical, physical and biological processes affecting flora, fauna, water, air and soil in relation to environmental pollution. Because of its scope, the subject areas are diverse and include all aspects of pollution sources, transport, deposition, accumulation, acid precipitation, atmospheric pollution, metals, aquatic pollution including marine pollution and ground water, waste water, pesticides, soil pollution, sewage, sediment pollution, forestry pollution, effects of pollutants on humans, vegetation, fish, aquatic species, micro-organisms, and animals, environmental and molecular toxicology applied to pollution research, biosensors, global and climate change, ecological implications of pollution and pollution models. Water, Air, & Soil Pollution also publishes manuscripts on novel methods used in the study of environmental pollutants, environmental toxicology, environmental biology, novel environmental engineering related to pollution, biodiversity as influenced by pollution, novel environmental biotechnology as applied to pollution (e.g. bioremediation), environmental modelling and biorestoration of polluted environments. Articles should not be submitted that are of local interest only and do not advance international knowledge in environmental pollution and solutions to pollution. Articles that simply replicate known knowledge or techniques while researching a local pollution problem will normally be rejected without review. Submitted articles must have up-to-date references, employ the correct experimental replication and statistical analysis, where needed and contain a significant contribution to new knowledge. The publishing and editorial team sincerely appreciate your cooperation. Water, Air, & Soil Pollution publishes research papers; review articles; mini-reviews; and book reviews.
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