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能见度与 PM 测量之间的一致性和差异:能见度观测在空气质量研究中的潜在应用。

Consistency and Discrepancy between Visibility and PM Measurements: Potential Application of Visibility Observation to Air Quality Study.

机构信息

National Meteorological Information Center (NMIC), China Meteorological Administration (CMA), Beijing 100081, China.

出版信息

Sensors (Basel). 2023 Jan 12;23(2):898. doi: 10.3390/s23020898.

Abstract

High-quality measurements of air quality are the highest priority for understanding widespread air pollution. Visibility has been widely suggested to be a good alternative to PM2.5 concentration as a measure. In this study, the similarities and differences between visibility and PM2.5 measurements in China are checked and the results reveal the potential application of visibility observation to the study of air quality. Based on the quality-controlled PM2.5 and visibility data from 2016 to 2018, the nonparametric Spearman correlation coefficient (ρ) values between stations for PM2.5 and visibility-derived surface extinction coefficient (bext) decrease as the station distance (R) increases. Some relatively low ρ values (<0.4) occur in regions characterized by the lowest (background) levels of PM2.5 and bext values, for example, the Tibetan and Yungui Plateau. The relatively lower ρ for bext compared to PM2.5 is probably caused by the predefined maximum threshold of visibility measurements (generally 30 km). A significant correlation between PM2.5 and bext is derived in most stations and relatively larger ρ values are evident in eastern China (Northeast China excluded) and in winter (the national median ρ is 0.67). The abrupt changes in specific mass extinction efficiency (αext) imply a potentially large influence of alternation of visibility sensors or recalibrations on visibility measurements. The bext data are thereafter corrected by comparison to the reference measurements at the adjacent stations, which leads to a three-year quality assured of visibility and bext datasets.

摘要

高质量的空气质量测量是了解广泛空气污染的首要任务。能见度已被广泛认为是 PM2.5 浓度的替代测量指标。本研究检查了中国能见度和 PM2.5 测量之间的相似性和差异,结果表明能见度观测在空气质量研究中有潜在的应用价值。基于 2016 年至 2018 年经过质量控制的 PM2.5 和能见度数据,站点之间 PM2.5 和能见度衍生出的地表消光系数(bext)之间的非参数 Spearman 相关系数(ρ)值随站点距离(R)的增加而减小。在 PM2.5 和 bext 值最低(背景)的地区,例如青藏高原和云贵高原,出现了一些相对较低的 ρ 值(<0.4)。与 PM2.5 相比,bext 的相对较低的 ρ 值可能是由于能见度测量的预设最大阈值(通常为 30 km)造成的。在大多数站点中得出了 PM2.5 和 bext 之间的显著相关性,在中国东部(不包括东北地区)和冬季(全国中值 ρ 值为 0.67)中出现了相对较大的 ρ 值。特定质量消光效率(αext)的急剧变化意味着能见度传感器的交替或重新校准对视能度测量有潜在的较大影响。此后,通过与相邻站点的参考测量值进行比较,对 bext 数据进行了修正,从而实现了三年的有保证的能见度和 bext 数据集。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5da5/9861879/8183a8564f45/sensors-23-00898-g001.jpg

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