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树木对城市空气污染扩散的空气动力效应的 CFD 建模。

CFD modelling of the aerodynamic effect of trees on urban air pollution dispersion.

机构信息

CESAM & Department of Environment and Planning, University of Aveiro, 3810-193 Aveiro, Portugal.

出版信息

Sci Total Environ. 2013 Sep 1;461-462:541-51. doi: 10.1016/j.scitotenv.2013.05.031. Epub 2013 Jun 8.

Abstract

The current work evaluates the impact of urban trees over the dispersion of carbon monoxide (CO) emitted by road traffic, due to the induced modification of the wind flow characteristics. With this purpose, the standard flow equations with a kε closure for turbulence were extended with the capability to account for the aerodynamic effect of trees over the wind field. Two CFD models were used for testing this numerical approach. Air quality simulations were conducted for two periods of 31h in selected areas of Lisbon and Aveiro, in Portugal, for distinct relative wind directions: approximately 45° and nearly parallel to the main avenue, respectively. The statistical evaluation of modelling performance and uncertainty revealed a significant improvement of results with trees, as shown by the reduction of the NMSE from 0.14 to 0.10 in Lisbon, and from 0.14 to 0.04 in Aveiro, which is independent from the CFD model applied. The consideration of the plant canopy allowed to fulfil the data quality objectives for ambient air quality modelling established by the Directive 2008/50/EC, with an important decrease of the maximum deviation between site measurements and CFD results. In the non-aligned wind situation an average 12% increase of the CO concentrations in the domain was observed as a response to the aerodynamic action of trees over the vertical exchange rates of polluted air with the above roof-level atmosphere; while for the aligned configuration an average 16% decrease was registered due to the enhanced ventilation of the street canyon. These results show that urban air quality can be optimised based on knowledge-based planning of green spaces.

摘要

本研究旨在评估城市树木对道路交通排放的一氧化碳(CO)扩散的影响,因为树木会改变风场特征。为此,本文扩展了标准的流场方程,采用 k-ε 封闭湍流模型,以考虑树木对风场的空气动力学效应。为了测试这种数值方法,使用了两种 CFD 模型。在葡萄牙的里斯本和阿威罗,分别选择了两个时间段(31 小时),对不同的相对风向(约 45°和大致与主要大道平行)进行空气质量模拟。通过对模型性能和不确定性的统计评估,结果表明树木的存在显著改善了空气质量模拟结果,例如在里斯本,NMSE 从 0.14 降低到 0.10,在阿威罗从 0.14 降低到 0.04,这与所应用的 CFD 模型无关。考虑植物冠层后,能够满足指令 2008/50/EC 规定的环境空气质量建模数据质量目标,大大降低了站点测量值与 CFD 结果之间的最大偏差。在非对准风向情况下,观察到由于树木对垂直交换率的空气动力学作用,受污染空气与屋顶以上大气之间的垂直交换率增加,导致域内 CO 浓度平均增加了 12%;而在对准风向情况下,由于街道峡谷的通风增强,平均减少了 16%。这些结果表明,可以基于对绿地的知识型规划来优化城市空气质量。

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