Civil Engineering Department, Atatürk University, Erzurum, Türkiye E-mail:
Civil Engineering Department, Inonu University, Malatya, Türkiye.
Water Sci Technol. 2023 May;87(10):2577-2596. doi: 10.2166/wst.2023.126.
In recent years, there has been severe flooding in urban areas as well as coastal and river flooding. Urban flooding is exacerbated by climate change, urbanization, growing population, and the increase of impervious surfaces in urban areas. Stormwater drainage systems that discharge stormwater to a safe location in urban areas are becoming increasingly important. The objective of this study is to analyze and calibrate the flood performance of stormwater drainage systems currently used in the central region of Malatya in a potential flood situation using geographic information systems and the InfoWorks ICM. The model was created using the land use type, buildings, and digital elevation model (DEM), and the analysis was performed by exposing stormwater drainage systems to rainfall events of 5, 10, and 15 min of duration for return periods of 2, 5, and 10 years. The model was then validated using field-observed rainfall and flood data and its performance was evaluated using R, NSE, RMSE, and MAE metrics. The results showed that the eight stormwater drainage systems currently in operation cannot fully convey stormwater and may pose a risk of loss of life and property in residential areas. In addition, the severity of the flooding was found to increase with an increasing return period.
近年来,城市地区以及沿海和河流地区都发生了严重的洪水灾害。气候变化、城市化、人口增长以及城市地区不透水表面的增加加剧了城市洪水的发生。将雨水排放到城市安全位置的雨水排水系统变得越来越重要。本研究的目的是使用地理信息系统和 InfoWorks ICM 分析和校准目前在马拉蒂亚中心地区使用的雨水排水系统在潜在洪水情况下的洪水性能。该模型是使用土地利用类型、建筑物和数字高程模型 (DEM) 创建的,并通过将雨水排水系统暴露于持续时间为 5、10 和 15 分钟的降雨事件中,以 2、5 和 10 年的重现期进行了分析。然后使用实地观测的降雨和洪水数据对模型进行了验证,并使用 R、NSE、RMSE 和 MAE 指标对其性能进行了评估。结果表明,目前运行的八个雨水排水系统无法完全输送雨水,可能会对住宅区的生命和财产安全造成威胁。此外,还发现洪水的严重程度随着重现期的增加而增加。