基于SWMM-CCHE2D耦合模型的海绵城市内涝管控效果评价

为了解决暴雨导致的城市内涝,为应急管理提供技术支撑,考虑城市暴雨过程及海绵地表特性,结合城市水文学及水力学原理和芝加哥雨型,建立了SWMM-CCHE2D耦合模型。结合高精度地形数据和降雨、径流实时监测数据,采用SWMM雨洪模型模拟暴雨条件下海绵城市的产流,耦合高精度的二维水动力模型CCHE2D模拟相应的内涝情况。结果表明：暴雨条件下通州海绵区的产汇流具有缓慢下渗和汇流的特性,主要海绵措施的加入对径流削减率会有9.0%~40.6%不同程度的提高,从而减缓内涝,其中,对5年一遇暴雨的效果最显著;在100年一遇暴雨下设计的各种海绵措施中,生物滞留带对径流削减率的提高程度最明显,高达28.4%,透水铺装和绿地也具有较好的效果。     

一种平原区径流计算的方法研究

平原区的水文计算在当前生态重建环境中具有重要意义.利用仿雨试验,研究地面坡度小于 3‰的平原区降雨产流的特征,稳定降雨条件下径流系数的变化规律,提出了"最大径流系数法"对平原降雨产流的计算原理,对非稳定及天然条件下的暴雨过程进行了径流计算.结果表明:(1)对仿雨实验变雨强径流计算,计算值与实测值比较相对误差平均为 6.43%;(2)对天然降雨过程的径流计算,计算实例结果误差为 5.9%和 10.9%.     

忻州市不同水文下垫面降雨径流关系特性分析

河川径流是降雨与水文下垫面共同作用的结果。但在同量级的降雨量和降雨强度下,不同的水文下垫面条件,其产流机理是截然不同的,甚至差异会很大。对山西省忻州市各类水文下垫面代表站降雨径流关系特性分析,最终得出不同水文下垫面具有不同降雨产流机理、年径流系数受到水文下垫面影响和同类水文下垫面植被影响年径流系数三个结论。     

生物滞留带结构层参数对道路径流滞蓄效应影响

基于非饱和土壤水分运动理论,采用数值模拟方法研究了4种降雨作用下生物滞留带结构层参数对设施积水、产流及径流调控效应的影响特性。结果表明:生物滞留带表层积水受蓄水层深度影响显著,随蓄水层深度由20 cm增加到30 cm,设施的溢流控制水量平均提高0.196 m3左右,但积水时长增加可达85 min;生物滞留带各结构层参数对穿孔管产流均有一定影响,随种植土层与砂滤层厚度比或内部储水区高度增加,穿孔管产流时刻推迟,产流峰值减小,而蓄水层深度的增加则可导致穿孔管产流时刻提前、产流峰值增大;在4种降雨作用下,5类滞留带径流量平均消减率为16.71%~37.31%,径流峰值平均消减率为41.53%~63.90%,产流平均延迟时间为97.75~166.50 min;当滞留带发生溢流时,设施的径流调控能力显著降低,且结构层参数对设施径流调控效果的影响减弱。     

山区小流域洪水分布模式模拟与危险性评估

流域暴雨山洪过程时空异质性强,准确评估雨洪变化特性和洪水危险性对山洪灾害防治具有重要意义。以7个降雨特征指标和6个洪水特征指标刻画流域场次雨洪特性,采用中国山洪水文模型和洪水频率指标相结合,模拟和评估口前流域洪水过程及其危险性。结果表明：场次洪水洪峰模数、洪峰时间偏度、高脉冲历时占比、涨落洪速率与降雨总量、平均雨量、最大雨强、雨峰位置系数、基尼系数等降雨特征指标显著相关,三场致灾洪水过程的降雨均呈现量级大、强度大、历时短、暴雨中心偏中下游的特点;率定期和验证期的平均径流深相对误差均在9%以内,平均洪峰流量相对误差均在11%以内,平均峰现时间误差均在1.7 h以内,平均Nash-Sutcliffe系数为0.80和0.76;各场次洪水有0.0%～93.3%的河段流量达到一般危险及以上等级,三场致灾洪水过程的危险性等级最高,分别有80.0%、35.0%和1.7%的小流域河段流量达到高危险及以上等级。研究可为山区小流域暴雨洪水危险性评估、灾害响应和复盘等提供技术支撑。     

陕北风沙区含砾石工程堆积体坡面产流产沙试验

采用室内人工模拟降雨方法,研究了陕北风沙区含砾石工程堆积体边坡的产流产沙过程。结果表明:①砾石存在改变了坡面入渗速率,径流系数受入渗速率的影响,随砾石含量的增加先线性递减后线性递增,并在10%砾石含量处存在阈值;径流系数随降雨强度的增加线性递增。②含砾石堆积体坡面流速较纯土堆积体降低,且随雨强增大,砾石延缓径流流动的作用越显著;雨强对径流流速的影响随砾石含量增加持续减弱。③土壤剥蚀率在产流24~33 min后显著增加,砾石主要对显著增加后的平均剥蚀率产生影响。④雨强1.0 mm/min时,砾石存在促进降雨侵蚀,产沙量增大;雨强大于1.0 mm/min时,砾石具有显著的减沙效应。     

一种时变分布式单位线计算方法

为了解决由降雨强度引起的径流汇流的非线性问题,提出一种基于SCS(United States Department of Agriculture-Soil Conservation Service)流速公式的时变分布式单位线计算方法。引入参考雨强表征SCS公式中流速系数对应的水力条件。由降雨过程的时段雨强与参考雨强的比值构成一个量纲一因子,将该因子加入SCS公式后使其能够考虑降雨对流速的影响。改进后的流速公式用于计算一次降雨过程中不同降雨时段对应的时变分布式单位线,时变分布式单位线与新安江模型的产流模块构成降雨径流模型,将模型用于裴河流域率定参考雨强。率定后的模型用于谭家河流域进行应用检验,结果显示,确定性系数大于等于0.9的洪水场次,由时不变单位线的42%增大为83%。提出的方法能够显著提高流域水文模型的降雨径流模拟能力。     

某片区暴雨强度及雨型分析

不同降雨重现期下的暴雨强度及雨型分析对海绵城市规划及城市片区排水工程设计具有重要意义。基于此,本文利用暴雨强度计算公式及芝加哥雨型分析方法,对不同降雨重现期下的某片区暴雨强度及雨型变化进行研究。研究结果表明：(1)降雨重现期将显著地影响研究区域内的初期降雨量,降雨历时末期的最大与最低暴雨强的比值为2.02。(2)研究片区内的雨型呈现先增加后降低的趋势,且雨峰出现在降雨历时第48 min时。研究结果对理解不同暴雨重现期下暴雨强度的差异性及雨型变化具有一定的参考价值,为城市海绵城市规划及城市片区排水系统工程设计提供基础的理论指导。     

生物滞留设施规模设计方法研究

研究提出了基于单场次降雨分析以及基于长系列降雨统计的生物滞留设施规模设计方法。针对国内市政排水设计一般采用设计重现期的概念,基于单场次降雨分析的规模设计方法用暴雨强度公式和雨型分配方法计算设计降雨过程,由设计降雨推算设施入流过程,用水量平衡法推算出流过程,用洪量削减率、洪峰削减率、洪峰延迟时间评估设计效果。基于长系列降雨统计的规模设计方法对长期日降雨量进行统计分析,得出不同降雨发生频率对应的设施入流量及处理量,用年径流总量削减率评估设计效果。     

海绵城市之含水层补给砾石桩与垂直渗透导管LID工法新设计

海峡两岸之都会地区快速发展,使不透水地表面积增加,加上降雨型态逐渐改变,都市防洪必须采取更多元的策与手段,以因应此一趋势所造成的挑战。近年来,国际间常采用低冲击开发(low impact development,LID)之入渗工法为都市防洪的手段。低冲击开发措施,是利用开发区域其中一小部分土地,以小单元分布式之入渗方式削减地表径流,恢复该区块之原始水文循环状态,以提升地下水补注、降低热岛效应,以实现海绵城市之概念。本研究以台中市卵砾石地层为研究对象,导入上述低冲击开发概念,以办公大楼旁之空地,设置一植生滞留池并加入砾石桩,利用砾石桩之高渗透性,将自大楼屋顶收集之降雨径流,快速导入含水层中,进而补注地下水。人为注水试验结果显示,植生滞留池于设置砾石桩后,入渗率可提升约10倍,而自然降雨事件入渗率效果更加显著。以暴雨径流管理模式(storm water management model,SWMM)评估植生滞留池设置前后之功效,植生滞留池设置后,于5年重现期距降雨事件下,可达到86%出流体积削减,也降低5%洪峰流量,设置砾石桩后,于自然降雨事件中植生滞留池皆未产生地表出流。而以停车场铺面区域为例,加入垂直式渗透导管改造后之透水铺面饱和入渗率计算值可增加18~35倍,模拟子集水区与铺面改造情境下加入垂直式渗透导管,考虑设置数量与削减径流百分比,其设置面积10%时发挥最佳削减效益,以连锁砖改造为植草砖之情况设置垂直式渗透导管面积达10%与现况情境相较之下,于五年重现期降雨可削减15%以上之地表径流体积。     

Influence of storm magnitude and watershed size on runoff nonlinearity

The inherent nonlinear characteristics of the watershed runoff process related to storm magnitude and watershed size are discussed in detail in this study. The first type of nonlinearity is referred to rainfall-runoff dynamic process and the second type is with respect to a Power-law relation between peak discharge and upstream drainage area. The dynamic nonlinearity induced by storm magnitude was first demonstrated by inspecting rainfall-runoff records at three watersheds in Taiwan. Then the derivation of the watershed unit hydrograph (UH) using two linear hydrological models shows that the peak discharge and time to peak discharge that characterize the shape of UH vary event-to-event. Hence, the intention of deriving a unique and universal UH for all rainfall-runoff simulation cases is questionable. In contrast, the UHs by the other two adopted nonlinear hydrological models were responsive to rainfall intensity without relying on linear proportion principle, and are excellent in presenting dynamic nonlinearity. Based on the two-segment regression, the scaling nonlinearity between peak discharge and drainage area was investigated by analyzing the variation of Power-law exponent. The results demonstrate that the scaling nonlinearity is particularly significant for a watershed having larger area and subjecting to a small-size of storm. For three study watersheds, a large tributary that contributes relatively great drainage area or inflow is found to cause a transition break in scaling relationship and convert the scaling relationship from linearity to nonlinearity.     

设计暴雨雨型对城市内涝影响数值模拟

为分析设计暴雨雨型对城市内涝的影响,应用耦合了水文和水动力过程的数值模型,以陕西省西咸新区为研究区域,对不同重现期及峰值比例设计暴雨条件下的内涝过程进行模拟,并对内涝积水总量、不同积水深度内涝面积等量值进行对比分析。结果表明:设计暴雨重现期短于20年时,峰值比例较小的设计暴雨内涝积水总量较大,而重现期长于20年时,规律相反;除2年一遇设计暴雨外,峰值比例较大的设计暴雨致涝总面积较大,但其中影响严重的Ⅳ级致涝面积较小;设计暴雨峰值比例越小,重现期越长,积水总量峰值时刻相对于暴雨峰值时刻的迟滞时间越长。揭示了暴雨雨型与内涝积水程度的量化规律,对更合理地开展城市雨洪管理工作具有指导意义。     

Sensitivity analysis of runoff hydrographs due to temporal rainfall patterns in Makkah Al-Mukkramah region,Saudi Arabia

Runoff peak and volume in flood studies are estimated relying on temporal rainfall distribution from various storm patterns. Usually, SCS distributions types (I, II, III, IA) are commonly used. Using these distributions in runoff calculations assume that the in situ temporal rainfall pattern typically behaves as the one described by the SCS-type distribution, which is due to cyclonic frontal storms and actually developed in temperate environment. To what extent such assumption is valid in the arid environment? How much the impacts of rainfall temporal patterns are reflected in runoff volumes and peaks? The aim objectives of the current study are to answer the above two questions and clarify the validity of aforementioned assumption and exemplify such effect. Real rainfall data collected from rain gauges of Makkah Al-Mukkramah region over a period of more than 20 years are utilized. Temporal rainfall patterns and their parameters are deduced. Many hydrological simulations are performed and comparisons, in terms of runoff volume and peak flows, are made to show the effects of the common rainfall storm patterns and the developed rainfall storm patterns in the region based on the current study. Results indicate that major bursts of the design rainfall storm pattern are located in the first time of the storm period in the two quartiles which is mainly due to convective rainfall type in thunderstorms unlike the commonly used by SCS types relying on frontal cyclonic storms. Makkah Al-Mukkramah temporal rainfall pattern does not behave as the “typical pattern” assumed by SCS distributions that are deduced from different environments. The impacts of the temporal pattern reflected as an overestimate in the runoff peak reached to 68 %. The developed hyetographs and tables presented in the current study are recommended to enhance economical and rational design practice in watersheds of Makkah Al-Mukkramah region.     

Particle swarm optimization feedforward neural network for modeling runoff

The rainfall-runoff relationship is one of the most complex hydrological phenomena. In recent years, hydrologists have successfully applied backpropagation neural network as a tool to model various nonlinear hydrological processes because of its ability to generalize patterns in imprecise or noisy and ambiguous input and output data sets. However, the backpropagation neural network convergence rate is relatively slow and solutions can be trapped at local minima. Hence, in this study, a new evolutionary algorithm, namely, particle swarm optimization is proposed to train the feedforward neural network. This particle swarm optimization feedforward neural network is applied to model the daily rainfall-runoff relationship in Sungai Bedup Basin, Sarawak, Malaysia. The model performance is measured using the coefficient of correlation and the Nash-Sutcliffe coefficient. The input data to the model are current rainfall, antecedent rainfall and antecedent runoff, while the output is current runoff. Particle swarm optimization feedforward neural network simulated the current runoff accurately with R = 0.872 and E² = 0.775 for the training data set and R = 0.900 and E²= 0.807 for testing data set. Thus, it can be concluded that the particle swarm optimization feedforward neural network method can be successfully used to model the rainfall-runoff relationship in Bedup Basin and it could be to be applied to other basins.     

基于GPU加速技术的非结构流域雨洪数值模型

为高效高精度地模拟流域雨洪过程,应用动力波法求解二维圣维南方程,并耦合水文过程,建立了包含流域降雨产流、汇流、下渗以及洪水演进等过程的高性能流域雨洪数值模型。该模型的优势在于使用非结构网格,可较好地处理不规则边界,准确贴合复杂地形表面,使得模型能精确计算模拟流域雨洪过程,同时引入GPU技术加速计算,使得大尺度流域雨洪计算成为可能。最后,将模型应用于V型经典算例及2个实际流域雨洪算例,所得结果与实测吻合较好,计算所用时间较短,表明该模型可以快速且精确模拟流域雨洪过程。研究结果有助于实现对实际流域雨洪灾害进行合理高效的预测,为应急抢险工作提供有力支撑。     

Evaluation of several techniques for estimating stormwater runoff in arid watersheds

Several traditional techniques have been used for estimating storm-water runoff from ungauged watersheds. Some of these techniques were applied to watersheds of Rashadia in south-eastern desert of Jordan. When engineers apply rainfall-runoff models for hydrologic design, there are difficulties in defining and quantifying peak discharges that are required to design different types of hydraulic structures. The lack of data presents major difficulties for rainfall-runoff modeling in arid regions. These regions have characteristically high rainfall intensity and consequent flash floods. The specific objectives of this study are: (1) apply synthetic hydrographs for estimating peak discharges from limited hydrological data. (2) Evaluate the reliability of six techniques to accurately estimate storm-water runoff; and, to evaluate the runoff that is required to design hydraulic structures such as bridges, culverts and dams. (3) Estimate the flood resulting from direct runoff after subtracting all the loses such as: the infiltration, interflow and evaporation. (4) Develop a simple regression relationship between peak flow discharges and catchment areas. The results show that there is uncertainty in determining the accuracy of storm-water volume, this is due to several methods were utilizing the estimation the hydrographs base time, but promising results in predicting the peak flow discharge.     

变化环境下城市水文学的发展与挑战——Ⅱ.城市雨洪模拟与管理

全球气候变化和快速城市化改变了城市水循环过程,加剧了城市暴雨洪涝问题。从城市雨洪模型构建的角度,回顾了降雨观测与预报技术、城市雨洪产汇流计算方法以及城市雨洪模型的发展历程,总结了各种技术的特点、适用性和局限性,指出城市雨洪模型在机理认识和数据管理方面的不足,提出了城市雨洪模型的概念性框架与基本流程。从雨洪资源化的角度,介绍了城市雨洪管理基本理念和策略,分析了城市雨洪管理的主要技术方案。阐明了城市雨洪模拟与管理的发展趋势及前景,未来应该强化高精度降雨观测和临近定量降雨预报能力,探索城市化流域的产汇流机理和响应机制,开发有效的城市雨洪模型系统,发展多源信息耦合技术,开展城市雨洪模拟预报及资源化利用研究,实现城市可持续发展以及保障城市水安全。     

城区雨洪利用策略及雨洪滞蓄系统容量分析

台湾有将近80%的人口居住于城市地区,使得供水系统负荷增加、脆弱度提升,而城市化也导致径流量增加使得洪灾风险提高。拟整合供水、灾备用水和雨洪消减,并对雨洪滞蓄系统进行雨洪利用策略及容量分析研究。以台湾新北市秀峰国小为基地,规划雨水储留供水系统、渗透侧沟系统、生态池系统串联的雨洪滞蓄系统,建立多目标替代方案进行分析评估。采用绿色建筑设计方法结合合理化公式进行降雨径流演算。结果表明,在各替代方案下,系统需设置容量55~185m³,径流量削减率为26.5%~100%、洪峰削减率为15%~100%、供水率为5%~7.5%、灾备用水天数则从3d提升至19d。所提出的规划方法可以较小的设置容量达到雨洪滞蓄多目标利用效果。