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Sampling Strategies for Accurate Hazard Mapping of Noise and Other Hazards Using Short-Duration Measurements

机译:采样策略,使用短次尿测量值准确地危险绘制噪声和其他危害

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Hazard mapping is an effective way to depict spatial variability in hazard intensity obtained with direct-reading instruments on a facility floor plan. However, the extent to which temporal variability affects map accuracy is unknown, and guidance on sampling strategies to minimize map bias is lacking. In this study, we evaluated the accuracy of hazard maps produced for simulated sources and sampling strategies in a hypothetical facility. Hazard maps were produced from sampled data at high, mid, and low spatial resolution and with and without replicates and compared to a reference time-weighted average hazard map using several map comparison metrics. In agreement with 'realworld' mapping datasets, the simulation showed that increasing the number of replicates improved the overall comparability of the hazard map produced from the sampled data with the time-weighted average hazard map more efficiently than increasing the sampling spatial resolution. However, if accurately capturing peak exposures near sources is of interest, increasing the spatial resolution of the measurements, particularly near sources, is needed. From these results, we formulated guidelines to use the preliminary assessment of the temporal variability of large and intermittent sources to inform the spatial resolution and need for replicate measures to minimize the bias in hazard maps.
机译:危险映射是描述通过设施平面图上直接阅读仪器获得的危险强度空间变异性的有效方法。但是,时间可变性影响地图准确性的程度尚不清楚,并且缺乏对最小化MAP偏见的采样策略的指导。在这项研究中,我们评估了假设设施中为模拟来源和采样策略产生的危险图的准确性。使用多个地图比较指标从高空间分辨率的高,中和低空间分辨率的采样数据中产生危险图。与“ REALWORLD”映射数据集一致,该模拟显示,增加重复的数量改善了从采样数据产生的危险图的总体可比性,而随时间加权的平均危害图比增加采样空间分辨率更有效。但是,如果有意准确地捕获附近的峰值暴露,则需要增加测量值的空间分辨率,尤其是在源附近。从这些结果中,我们制定了指南,以使用对大型和间歇来源的时间变异性的初步评估,以告知空间分辨率,并需要复制措施以最大程度地减少危险图中的偏见。

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