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基于计算流体动力学模型的微观城市空气流和污染物分布的模拟:一篇评论
Qian Liang1, Yucong Miao1, Gen Zhang1
1State Key Laboratory of Severe Weather & Key Laboratory of Atmospheric Chemistry of CMA, Chinese Academy of Meteorological Sciences, Beijing 100081, China.
Toxics
|November 24, 2023
概括
计算流体动力学 (CFD) 模型模拟城市微尺度气象,以更好地管理空气质量. 本综述涵盖了CFD应用,影响污染物分散的因素以及与其他可持续城市发展模式的整合.
科学领域:
- 环境科学 环境科学
- 气象学 天气学
- 城市规划 城市规划
背景情况:
- 城市表面显著影响当地风力,流和空气污染物分散.
- 了解这些微观气象现象对于城市规划,设计,施工和空气质量管理至关重要.
研究的目的:
- 提供基于计算流体动力学 (CFD) 在城市环境中的微尺度气象模拟的全面概述.
- 讨论CFD在城市气象中的应用,影响因素和挑战.
主要方法:
- 关于CFD应用在城市微观气象学的现有文献的综述.
- 分析影响物理过程和污染物分散的关键变量,包括街道峡谷面积比,建筑几何,风向,大气稳定性和植被.
主要成果:
- CFD是研究城市微尺度气象学的成熟工具.
- 已经确定了影响城市空气污染物分散的关键因素.
- 将CFD与大尺度模型和机器学习集成,可以提高模拟的准确性.
结论:
- CFD模拟为可持续城市发展,减轻空气污染和应急响应提供了科学基础.
- 在电网优化,大尺度模型集成,数据限制和模拟各种天气条件方面仍然存在挑战.
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