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堪萨斯牧场燃烧对环境 O 的贡献:对 2001 年至 2016 年数据的分析。

Contributions of Kansas rangeland burning to ambient O: Analysis of data from 2001 to 2016.

机构信息

Department of Biological and Agricultural Engineering, Kansas State University, Manhattan, KS 66506, USA.

出版信息

Sci Total Environ. 2018 Mar 15;618:1024-1031. doi: 10.1016/j.scitotenv.2017.09.075. Epub 2017 Oct 24.

Abstract

Prescribed range/pasture burning is a common practice in Kansas to enhance the nutritional value of native grasses and control invading weeds, trees, and brush. A major concern associated with the burning is the contribution of smoke to elevated ground level ambient ozone (O). The objective of this study is to estimate contributions of Kansas rangeland burning to ambient O mixing ratios through regression analysis (1) between observed O data and available satellite burn activity data from 2001 to 2016; and (2) between observed O data and the smoke contributions to PM which were resolved from receptor modeling. Positive correlations were observed between ambient O levels and the acres burned each year estimated from satellite imagery. When burned acres in April were larger than or equal to 1.9 million, O>70ppb occurred at least at one of the ten monitoring sites in Kansas. Statistical regression models of daily maximum 8-hour O mixing ratios were developed at each of the ten monitoring sites using meteorological predictors. The O model residuals that were not explained by the meteorological effect models were affected by PM contributors including sulfate/industrial sources and emissions that generated secondary organic particles, such as rangeland burning, which were derived from receptor modeling. The average O model residual on the high O days in April was 21±9ppb, which was likely associated with smoke emissions from burning. Research will continue to obtain daily satellite burn activity data and to correlate burn data with daily O data, so that modeling of O levels can be improved under influences of daily burn activities. Less frequency of high O days was observed in April since 2011, which may be partly due to implementation of the Flint Hills Smoke Management Plan which promoted better timing of burns.

摘要

规定范围/牧场燃烧是堪萨斯州的一种常见做法,旨在提高本地草的营养价值,并控制入侵的杂草、树木和灌木丛。与燃烧相关的一个主要问题是烟雾对地面环境臭氧(O)水平升高的贡献。本研究的目的是通过回归分析(1)将观测到的 O 数据与 2001 年至 2016 年可用的卫星燃烧活动数据进行比较;(2)将观测到的 O 数据与从受体模型中得出的对 PM 的烟雾贡献进行比较,从而估算堪萨斯牧场燃烧对环境 O 混合比的贡献。观测到的 O 水平与卫星图像估算的每年燃烧面积之间存在正相关关系。当 4 月份燃烧面积大于或等于 190 万英亩时,堪萨斯州至少有 10 个监测点中的一个至少出现过 O>70ppb 的情况。利用气象预测因子,在每个监测点建立了每日最大 8 小时 O 混合比的统计回归模型。气象效应模型无法解释的 O 模型残差受到包括硫酸盐/工业来源和产生二次有机颗粒的排放物(如牧场燃烧)等 PM 贡献物的影响,这些排放物是从受体模型中得出的。4 月份高 O 日的平均 O 模型残差为 21±9ppb,这可能与燃烧产生的烟雾排放有关。研究将继续获取每日卫星燃烧活动数据,并将燃烧数据与每日 O 数据相关联,以便在每日燃烧活动的影响下改进 O 水平的建模。自 2011 年以来,4 月份高 O 日的频率有所下降,这可能部分归因于实施了弗林特山烟雾管理计划,该计划促进了燃烧时间的更好安排。

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