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Lack of spatial variation of endotoxin in ambient particulate matter across a German metropolitan area

机译:在德国大都市地区,环境颗粒物内毒素的空间分布缺乏

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In this study, we describe the spatial variation of endotoxin across an urban setting using Geographic Information Systems (GIS) methods. We also identify potential sources of endotoxin that account for between-site variability and compare endotoxin levels in particulate matter with a 50% aerodynamic cut-off diameter of 2.5 μm (PM_(2.5)) and of 10 μm (PM_(10)). In 1999—2000, we collected PM_(2.5) and PM_(10) in Munich urban air and measured soluble endotoxin concentrations in both particle fractions. Using Teflon filters and Harvard impactors, PM_(2.5) was collected at 40 outdoor monitoring sites across Munich and PM_(10) at a subset of these sites (n = 12). Approximately four samples were collected at each site for a total of 158 PM_(2.5) samples and 48 PM_(10) samples. We visited and characterized the surrounding 100m of each site for potential endotoxin sources. The geometric mean endotoxin concentration for all sites was 1.46EU mg~(-1) PM_(2.5) (95% confidence intervals (CI): 1.21-1.77) and at the subset of the sites was 1.30 EU mg~(-1) PM_(2.5) (95% CI: 1.01-1.67 EU mg~(-1) PM_(2.5)). Endotoxin levels in PM_(10) were higher, 3.91 EU mg~(-1) PM_(10) (95% CI: 3.03-5.03 EU mg~(-1) PM_(10)), than in PM_(2.5) and were moderately correlated, r = 0.51. All endotoxin concentrations measured in this study were < 5.5 EU m~(-3) and thus lower than the accepted thresholds for acute adverse health effects for occupational exposures. Sites with more potential sources (n ≥ 3) had slightly higher mean endotoxin levels (MR: 1.30 for EU mg~(-1) PM_(2.5) and 1.13 for EU m~(-3) PM_(2.5)) than sites with no identified sources. Based on the ranges of endotoxin levels at the different sites, we found very little spatial variation in ambient endotoxin concentrations across the metropolitan area of Munich using inverse distance weighting method (IDW) methods (R~2 = 0.013 for EU mg~(-1) PM_(2.5) and R~2 = 0.020 for EU m~(-3) PM_(2.5)). Potential sources of endotoxin surrounding the sites only partly explained the variation seen.
机译:在这项研究中,我们使用地理信息系统(GIS)方法描述了整个城市环境中内毒素的空间变化。我们还确定了可能导致现场差异的内毒素来源,并比较了50%空气动力学截止直径为2.5μm(PM_(2.5))和10μm(PM_(10))的颗粒物中的内毒素水平。在1999-2000年,我们在慕尼黑城市空气中收集了PM_(2.5)和PM_(10),并测量了两个颗粒部分中的可溶性内毒素浓度。使用特富龙过滤器和哈佛撞击器,在慕尼黑的40个室外监测点收集了PM_(2.5),在这些站点的子集(n = 12)收集了PM_(10)。每个站点大约收集了四个样本,总共158个PM_(2.5)样本和48个PM_(10)样本。我们访问并分析了每个站点周围100m的潜在内毒素来源。所有部位的几何平均内毒素浓度为1.46EU mg〜(-1)PM_(2.5)(95%置信区间(CI):1.21-1.77),部位的子集为1.30 EU mg〜(-1) PM_(2.5)(95%CI:1.01-1.67 EU mg〜(-1)PM_(2.5))。 PM_(10)中的内毒素水平高于PM_(2.5)和3.91 EU mg〜(-1)PM_(10)(95%CI:3.03-5.03 EU mg〜(-1)PM_(10))呈中度相关,r = 0.51。本研究中测得的所有内毒素浓度均<5.5 EU m〜(-3),因此低于职业暴露对急性健康危害的公认阈值。潜在来源更多(n≥3)的场所的平均内毒素水平(MR:EU mg〜(-1)PM_(2.5)为1.30,EU m〜(-3)PM_(2.5)为1.13)略高。没有确定的来源。根据不同地点内毒素水平的范围,我们使用反距离加权法(IDW)方法在慕尼黑市区范围内发现环境内毒素浓度的空间变化很小(EU mg〜(-1,R〜2 = 0.013) )PM_(2.5),对于EU m〜(-3)PM_(2.5),R〜2 = 0.020)。围绕位点的内毒素的潜在来源仅部分解释了所观察到的变化。

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