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利用观测、全球模拟和贝叶斯推断来限制大气硒排放。

Constraining Atmospheric Selenium Emissions Using Observations, Global Modeling, and Bayesian Inference.

机构信息

Institute for Atmospheric and Climate Science, ETH Zurich, Zurich 8092, Switzerland.

Institute of Biogeochemistry and Pollutant Dynamics, ETH Zurich, Zurich 8092, Switzerland.

出版信息

Environ Sci Technol. 2020 Jun 16;54(12):7146-7155. doi: 10.1021/acs.est.0c01408. Epub 2020 May 26.

Abstract

Selenium (Se) is an essential dietary element for humans and animals, and the atmosphere is an important source of Se to soils. However, estimates of global atmospheric Se fluxes are highly uncertain. To constrain these uncertainties, we use a global model of atmospheric Se cycling and a database of more than 600 sites where Se in aerosol has been measured. Applying Bayesian inference techniques, we determine the probability distributions of global Se emissions from the four major sources: anthropogenic activities, volcanoes, marine biosphere, and terrestrial biosphere. Between 29 and 36 Gg of Se are emitted to the atmosphere every year, doubling previous estimates of emissions. Using emission parameters optimized by aerosol network measurements, our model shows good agreement with the aerosol Se observations ( = 0.66), as well as with independent aerosol (0.59) and wet deposition measurements (0.57). Both model and measurements show a decline in Se over North America in the last two decades because of changes in technology and energy policy. Our results highlight the role of the ocean as a net atmospheric Se sink, with around 7 Gg yr of Se transferred from land through the atmosphere. The constrained Se emissions represent a substantial step forward in understanding the global Se cycle.

摘要

硒(Se)是人类和动物必需的膳食元素,大气是土壤硒的重要来源。然而,全球大气硒通量的估计存在很大的不确定性。为了限制这些不确定性,我们使用大气硒循环的全球模型和一个包含 600 多个测量气溶胶硒的站点的数据库。应用贝叶斯推断技术,我们确定了来自四个主要来源(人为活动、火山、海洋生物圈和陆地生物圈)的全球硒排放量的概率分布。每年有 29 到 36 克的硒被排放到大气中,是之前排放量估计值的两倍。使用气溶胶网络测量优化的排放参数,我们的模型与气溶胶硒观测结果(=0.66)以及独立的气溶胶(0.59)和湿沉降测量结果(0.57)吻合良好。模型和测量都表明,由于技术和能源政策的变化,过去二十年北美地区的硒含量下降。我们的研究结果突出了海洋作为大气硒汇的作用,每年有 7 克硒通过大气从陆地转移到海洋。受限制的硒排放代表了在理解全球硒循环方面向前迈出的重要一步。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fcb7/7301612/926e9978a0ca/es0c01408_0001.jpg

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