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Air Quality Management in Tehran Using a Multi-Dimensional Decision Support System

机译:使用多维决策支持系统的德黑兰空气质量管理

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Management of air pollution in Tehran, Iran, has been a significant challenge for urban authorities in recent years owing to the number and complexity of the factors affecting the formation and spread of the pollutions. The present study used an integrated modeling approach involving Spatio, Temporal, Uncertainty Decision Support Systems (STUDSS) using Multi Criteria Decision Analysis (MCDA) and an Artificial Neural Network (ANN) for the virtual simulation and strategy assessment of air pollution. Since sources of air pollution and associated pollution control strategies are dependent on location, time and uncertain variables, Multi-Dimensional Decision Support System (MDDSS) can be efficient tool for urban air quality decision-making process. In order to model and evaluate air pollution, time-series data over a period of four years, screened and classified management strategies as well as other structural and environmental data such as land uses, terrain topography, heights of buildings, climatic conditions, population density and pollution sources were modeled using advanced software packages of MCDA and ANN. They were ultimately simulated and evaluated using the MDDSS. The results obtained from the implementation of the STUDSS showed that this tool could be used to provide sustainable solutions to air quality in metropolises and could respond to social satisfaction and economic development.
机译:近年来,由于影响污染形成和扩散的因素的数量和复杂性,伊朗德黑兰的空气污染管理一直是城市当局面临的重大挑战。本研究使用了包括时空,时间,不确定性决策支持系统(STUDSS)的综合建模方法,该系统使用多准则决策分析(MCDA)和人工神经网络(ANN)进行空气污染的虚拟仿真和策略评估。由于空气污染的源头和相关的污染控制策略取决于位置,时间和不确定性变量,因此多维决策支持系统(MDDSS)可以成为城市空气质量决策过程的有效工具。为了对空气污染进行建模和评估,需要四年的时间序列数据,并对管理策略以及其他结构和环境数据进行筛选和分类,例如土地使用,地形地形,建筑物高度,气候条件,人口密度使用MCDA和ANN的高级软件包对污染源进行建模。最终使用MDDSS对它们进行了仿真和评估。从STUDSS的实施中获得的结果表明,该工具可用于为大都市的空气质量提供可持续的解决方案,并可响应社会满意度和经济发展。

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