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基于地理探测器的西藏地区近地面臭氧时空变化及其影响因素研究。

Spatiotemporal variations of surface ozone and its influencing factors across Tibet: A Geodetector-based study.

机构信息

State Key Laboratory of Tibetan Plateau Earth System, Resources and Environment (TPESRE), Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China.

State Key Laboratory of Tibetan Plateau Earth System, Resources and Environment (TPESRE), Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing 100101, China.

出版信息

Sci Total Environ. 2022 Mar 20;813:152651. doi: 10.1016/j.scitotenv.2021.152651. Epub 2021 Dec 23.

Abstract

Reasons regarding surface ozone formation and distribution in remote regions is limited. Tibet is an important remote area on Earth, with various climates and extremely high elevation (average ~ 4000 m), which makes it a good place to study the spatiotemporal distribution of surface ozone and explore the causes. Based on ground monitoring data from 18 stations on Tibet between 2015 and 2019, the annual, seasonal, monthly, and diurnal variations of surface ozone were analyzed. The annual mean values (60.7-72.5 μg/m) presented an increasing trend during the past five years, with seasonal concentrations of surface ozone higher in spring than in winter. Spatially, both the ground observations and high-resolution remote sensing data indicated that the surface ozone was relatively high in the southwest regions of Tibet, and low in the southeast and northeast areas. Geodetector analysis found that relative humidity (RH), normalized difference vegetation index (NDVI), and solar radiation (SR) were the top three individual factors affecting surface ozone distribution, while NO, PM, and PM showed less influence. All influencing factors showed an improvement through the two-factor interaction. The associations of RH∩PM (q = 0.77), RH∩NDVI (q = 0.72), and NDVI∩SR (q = 0.73) exhibited a strong impact on surface ozone distribution, suggesting that places with sparse vegetation cover, dry climate and strong SR would usually cause high atmospheric ozone burden. This could also explain why concentrations of surface ozone continue to increase in some remote areas worldwide with ecological deterioration and desertification.

摘要

关于偏远地区地表臭氧形成和分布的原因知之甚少。西藏是地球上一个重要的偏远地区,气候多样,海拔极高(平均约 4000 米),这使其成为研究地表臭氧时空分布和探索其成因的理想之地。本研究基于 2015-2019 年西藏 18 个站点的地面监测数据,分析了地表臭氧的年、季、月和日变化。过去五年,地表臭氧的年平均值(60.7-72.5μg/m)呈上升趋势,其浓度在春季高于冬季。从空间上看,地面观测和高分辨率遥感数据均表明,西藏西南部地区的地表臭氧相对较高,东南部和东北部地区较低。地理探测器分析发现,相对湿度(RH)、归一化差异植被指数(NDVI)和太阳辐射(SR)是影响地表臭氧分布的三个最重要的单一因素,而 NO、PM 和 PM 的影响较小。所有影响因素在双因素交互作用下都有所改善。RH∩PM(q=0.77)、RH∩NDVI(q=0.72)和 NDVI∩SR(q=0.73)的关联对地表臭氧分布有很强的影响,表明植被覆盖稀疏、气候干燥和太阳辐射强烈的地方通常会导致大气臭氧负荷增加。这也可以解释为什么在全球范围内,生态恶化和荒漠化导致一些偏远地区的地表臭氧浓度持续上升。

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