用于评估和理解城市热岛影响的城市数字孪生

IF 6 2区 工程技术 Q1 ENVIRONMENTAL SCIENCES
Lidia Vitanova, Dessislava Petrova-Antonova, Evgeny Shirinyan
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引用次数: 0

摘要

城市数字孪生(UDT)为广泛的利益相关者群体提供数据驱动决策支持的知识和技术,以发展可持续城市和社区。然而,它的实现涉及几个问题,包括数据集成和质量、模型复杂性和不确定性、计算资源、空间和时间分辨率以及验证。应对这些挑战需要创新的技术解决方案和城市建模和数字孪生技术领域的发展努力。本研究提出了一种使用最先进的天气研究系统进行气候模拟的方法。预报模式(WRF)和高分辨率结果的整合,代表了一个UDT内大范围内气温分布的相关特征。基于从保加利亚索非亚市不同来源收集的数据,对城市热岛(UHIs)对气温的影响进行了调查、分析和可视化。结果显示,由于城市化和建筑能耗,2018年8月当地标准时间2100点,与郊区相比,城市中心地区的热岛热岛对温度的影响约为6.0°C。研究表明,温度和能源消耗增加的地区需要高度重视并采取可行的措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Urban digital twin for assessing and understanding urban Heat Island impacts
Urban Digital Twin (UDT) provides knowledge and technologies for data-driven decision support for a broad group of stakeholders towards developing sustainable cities and communities. However, its implementation is associated with several problems, including data integration and quality, model complexity and uncertainty, computational resources, spatial and temporal resolution, and validation. Addressing these challenges requires innovative technological solutions and development efforts in the fields of urban modelling and digital twin technologies. This study proposes an approach for performing climate simulations using the state-of-the-art Weather Research & Forecasting Model (WRF) and integration of the results with very high resolution, representing the relevant features of air temperature distributions over a wide area, within an UDT. The impacts of Urban Heat Islands (UHIs) on air temperatures were investigated, analysed and visualised based on data collected from heterogeneous sources in Sofia City, Bulgaria. The results show a strong UHI effect on temperature of around 6.0 °C in the central part of the city compared to the suburbs at 2100 Local Standard Time (LST) in August 2018, due to urbanisation and energy consumption from buildings. The study indicates that areas experiencing an increase in temperature and energy consumption require high attention and the implementation of feasible measures.
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来源期刊
Urban Climate
Urban Climate Social Sciences-Urban Studies
CiteScore
9.70
自引率
9.40%
发文量
286
期刊介绍: Urban Climate serves the scientific and decision making communities with the publication of research on theory, science and applications relevant to understanding urban climatic conditions and change in relation to their geography and to demographic, socioeconomic, institutional, technological and environmental dynamics and global change. Targeted towards both disciplinary and interdisciplinary audiences, this journal publishes original research papers, comprehensive review articles, book reviews, and short communications on topics including, but not limited to, the following: Urban meteorology and climate[...] Urban environmental pollution[...] Adaptation to global change[...] Urban economic and social issues[...] Research Approaches[...]
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