Assessing the impact of climate change on Combined Sewer Overflows based on small time step future rainfall timeseries and long-term continuous sewer network modelling

IF 12.4 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
F. Gogien , M. Dechesne , R. Martinerie , G. Lipeme Kouyi
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引用次数: 6

Abstract

The evolution of the climate in the future will probably lead to an increase in extreme rainfall events, particularly in the Mediterranean regions. This change in rainfall patterns will have impacts on combined sewer systems operation with a possible increase of spilled flows, leading to an increase of untreated water volumes released to the receiving water. Due to the impact of overflows on the water cycle, local authorities managing combined sewer systems are wondering about the extent of these changes and the possibility of taking it into account in stormwater management structure design. To do this, rainfall data with a fine time step are required to better master the shape of the hyetographs that are crucial to get a relevant rainfall/runoff relationship in an urban environment. However, there are currently no simulations of future rainfall series available at a time step compatible with the needs in urban drainage field. In this work, future rainfall time series with a fine time step are elaborated with the aim to be used in urban hydrology. The proposed approach is based on simulations results from five regional climate models in the framework of the Euro-Cordex program. It consists in a spatial downscaling step followed by a temporal disaggregation. The rainfall time series obtained are then used as input for a calibrated and validated hydrological model to investigate the evolution of annual CSO volumes and frequencies by 2100. The results show an increase of annual spilled volumes between 13% and 52% according to the considered climate model. This increase will most likely be a problem regarding compliance of sewer networks in line with the water framework directive, particularly the current French regulations. No clear trends were observed on the CSO frequencies. If there is a consensus for all the carried-out simulations to conclude that the CSO volumes will increase, we must remember that actual regional climate models suffer from limited spatial and temporal resolution and don't explicitly solve convection processes. Due to this point uncertainty concerning the evolution rate remains important particularly for intense rainfall episodes. New generations of climate models are needed to accurately predict intense episodes.

Abstract Image

基于小时间步未来降雨时间序列和长期连续下水道网络模型评估气候变化对合流下水道溢流的影响
未来气候的演变可能会导致极端降雨事件的增加,特别是在地中海地区。降雨模式的这种变化将对联合下水道系统的运行产生影响,可能会增加溢出流量,导致未经处理的水量增加。由于溢流对水循环的影响,管理联合下水道系统的地方当局正在考虑这些变化的程度,以及在雨水管理结构设计中考虑这些变化的可能性。要做到这一点,需要精确的时间步长的降雨数据来更好地掌握雨形图的形状,这对于获得城市环境中相关的降雨/径流关系至关重要。然而,目前还没有一个与城市排水领域的需要相适应的时间步长的未来降雨序列模拟。在这项工作中,详细阐述了具有精细时间步长的未来降雨时间序列,旨在用于城市水文。提出的方法是基于欧洲- cordex计划框架内五个区域气候模式的模拟结果。它包括空间降尺度步骤,然后是时间分解。然后将获得的降雨时间序列用作校准和验证的水文模型的输入,以研究到2100年年度CSO体积和频率的演变。结果显示,根据所考虑的气候模型,年泄漏量增加了13%至52%。这种增加很可能是下水道网络是否符合水框架指令的问题,特别是目前法国的规定。没有观察到CSO频率的明显趋势。如果所有已进行的模拟都一致认为CSO体积将增加,我们必须记住,实际的区域气候模式受到有限的时空分辨率的影响,并且不能明确地解决对流过程。由于这一点,关于演化速率的不确定性仍然很重要,特别是对于强降雨事件。需要新一代的气候模式来准确预测强烈的气候事件。
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来源期刊
Water Research
Water Research 环境科学-工程:环境
CiteScore
20.80
自引率
9.40%
发文量
1307
审稿时长
38 days
期刊介绍: Water Research, along with its open access companion journal Water Research X, serves as a platform for publishing original research papers covering various aspects of the science and technology related to the anthropogenic water cycle, water quality, and its management worldwide. The audience targeted by the journal comprises biologists, chemical engineers, chemists, civil engineers, environmental engineers, limnologists, and microbiologists. The scope of the journal include: •Treatment processes for water and wastewaters (municipal, agricultural, industrial, and on-site treatment), including resource recovery and residuals management; •Urban hydrology including sewer systems, stormwater management, and green infrastructure; •Drinking water treatment and distribution; •Potable and non-potable water reuse; •Sanitation, public health, and risk assessment; •Anaerobic digestion, solid and hazardous waste management, including source characterization and the effects and control of leachates and gaseous emissions; •Contaminants (chemical, microbial, anthropogenic particles such as nanoparticles or microplastics) and related water quality sensing, monitoring, fate, and assessment; •Anthropogenic impacts on inland, tidal, coastal and urban waters, focusing on surface and ground waters, and point and non-point sources of pollution; •Environmental restoration, linked to surface water, groundwater and groundwater remediation; •Analysis of the interfaces between sediments and water, and between water and atmosphere, focusing specifically on anthropogenic impacts; •Mathematical modelling, systems analysis, machine learning, and beneficial use of big data related to the anthropogenic water cycle; •Socio-economic, policy, and regulations studies.
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