Annual stream flow simulation by ARMA processes and prediction by Kalman filter

Algeria is a semi-arid country where water resources are not sufficient to cope with the important socio-economic development demands. Any sustainable development strategy is basically dependent on a rigorous management of water resources potential, which presents a true challenge to be tackled for such countries. Classic mathematical models based on time invariability and ignorance of the stochastic and non-linear nature of hydrological variables are not sufficient for simulation and prediction studies. The present study subscribes to the stochastic hydrological processes modeling and prediction in case of time-varying linear systems through adaptive Kalman filter (KF) methodology. It focuses upon stream flows as a water resources component, which is directly related to the socio-economic development meanwhile it opts for Kalman filter as principal tool of work. The main objective is the application of (KF) technique to model and predict annual streamflow volumes in Northern Algeria and the obtained results are satisfactory.     

可持续水资源系统管理研究与展望

依据近些年国际水文水资源学术会议及交流等信息,综述近年来社会可持续发展对水资源系统管理提出的新的挑战及国际上可持续水资源系统管理研究的若干特点等问题,提出了几点认识和建议。     

黑河流域生态—水文观测试验与水—生态集成管理研究

对黑河流域水—生态—经济系统研究的主要内容“流域生态—水文观测试验与流域水—生态集成管理”做了概要论述。认为流域水循环、生态水、集成水管理三大科学问题的解决必需加强该领域的研究;结合黑河流域的前期基础、研究现状和能力建设,提出了近期研究的4个领域：流域水循环、水平衡与可利用水资源;流域生态—水文过程与生态环境用水;人类活动驱动的流域水—生态系统演变;流域生态—水文野外平台与流域集成环境。对此进行了进一步的阐述,对该方面研究的方法论和技术难点亦做了简述。     

气候变化对江河流量变化趋势影响研究进展

气候变化对基于自然稳定气候假定的流量变化趋势的检测和水资源评价方法提出了挑战。在流量变化趋势的检测中分离出气候变化的影响,不仅对水资源管理和水利工程设计有重要的应用价值,而且有助于了解气候变化以何种方式、在何时、何地、已经或尚未对水文循环产生影响,对改进气候模型的模拟与预测有重要的科学价值。 统计方法是检验流量变化趋势显著性的有效工具。直接用气候模型模拟和预测未来径流变化的可靠性取决于模型对当代降水模拟的可信度。多个气候模型集合分析有可能在一定程度上减少模型对降水、径流模拟的不确定性。近年发展起来的多个气候模型集合分析与统计显著性检验技术结合的方法,有可能模拟并预测出气候强迫导致大尺度径流空间分布的变化。随着气候模型尤其是陆—气耦合的区域气候模型对降水模拟的改进,可以预见径流变化的检测、归因和预测的趋同化模拟已为期不远。将温室气体外强迫导致的水文气候变化作为一个因子引入到水资源评价中,对于水资源管理经济与生态评估,以及未来的发展规划将是一件十分重要的变革。      

基于水文模型的乌裕尔河流域水资源评价

基于水文模型的流域水资源评价可以为解决流域水资源短缺问题和改善水资源管理利用模式提供科学依据。针对传统水资源评价存在的问题,以乌裕尔河流域为例,利用研究区已建立的SWAT模型进行流域水资源评价,并分析了流域蓝水绿水资源量的时空分布规律。研究结果表明,绿水资源量在乌裕尔河流域水资源量中占得较大比重,对维持区域水安全、粮食安全和生态系统稳定具有重要作用。把绿水资源量评估纳入到传统水资源评估体系中,并对传统的水资源管理进行革新是一项势在必行的举措。     

Review: Regional groundwater flow modeling in heavily irrigated basins of selected states in the western United States

Water resources in agriculture-dominated basins of the arid western United States are stressed due to long-term impacts from pumping. A review of 88 regional groundwater-flow modeling applications from seven intensively irrigated western states (Arizona, California, Colorado, Idaho, Kansas, Nebraska and Texas) was conducted to provide hydrogeologists, modelers, water managers, and decision makers insight about past modeling studies that will aid future model development. Groundwater models were classified into three types: resource evaluation models (39 %), which quantify water budgets and act as preliminary models intended to be updated later, or constitute re-calibrations of older models; management/planning models (55 %), used to explore and identify management plans based on the response of the groundwater system to water-development or climate scenarios, sometimes under water-use constraints; and water rights models (7 %), used to make water administration decisions based on model output and to quantify water shortages incurred by water users or climate changes. Results for 27 model characteristics are summarized by state and model type, and important comparisons and contrasts are highlighted. Consideration of modeling uncertainty and the management focus toward sustainability, adaptive management and resilience are discussed, and future modeling recommendations, in light of the reviewed models and other published works, are presented.     

TRMM卫星降水数据在洣水流域径流模拟中的应用

采用地面雨量站点观测降水作为基准数据,评估热带降雨观测计划（TRMM）最新一代卫星降水产品3B42V7的精度;利用站点和卫星两种降水数据驱动栅格新安江模型,采用SCEM-UA算法考虑模型参数不确定性,进行流量过程模拟,评估TRMM 3B42V7在流域水文模拟和预报中的应用能力。数据精度评估显示:在平均意义上,TRMM 3B42V7日降水精度较高,较站点观测低估了6.68%;但在绝对值意义上,TRMM 3B42V7日降水精度较低,绝对偏差达到57.76%;TRMM 3B42V7经过了地面月降水量偏差校准,其精度在月尺度上有较大提高。径流模拟结果表明:TRMM 3B42V7模拟的日径流过程精度较低,有部分洪峰没有捕捉到,但仍能表征径流的日变化特征;月尺度上模拟径流与实测径流吻合较好,能表征径流的季节性和年内变化特征;计算的日尺度和月尺度95%置信区间包含大部分实测流量过程。     

基于GIS/RS的流域水文过程分布式模拟——Ⅰ模型的原理与结构

面向流域水资源管理,提出了一个基于GIS/RS的流域分布式水文模型,模型主要包括单元水文模型与河网汇流模型两大部分。单元水文模型涉及到冠层截留、融雪、蒸散发、坡面流、非饱和土壤水运动和地下水出流等水文物理过程。产流计算考虑到地形坡度的影响采用基于地形指数的计算方法。汇流演算基于河网结构采用分段马斯京根方法。模型的大部分参数与输入信息可以利用GIS和RS技术获取,能够对气候变化和人类活动对下垫面的改变,做出快速的模拟与响应。     

分布式水文模型中河流水深及其与地下水相互作用的耦合模拟

大尺度流域水文模型一般只模拟河道径流,对河流水深和流速并不关注。在进行河流-地下水相互作用模拟时,河流水深（水位）是一个重要因素,其时空变化及其对河流-地下水水量交换的影响应加以考虑。本文就流域分布式水文模型中河流水深的时空变化计算及其与地下水的实时耦合模拟进行了研究,提出了相应的计算方法,改进了大尺度水文模型WATLAC,并通过V-型流域考题进行了检验。模拟结果显示,模型有效地模拟了V-型流域的河流水深、地下水水位沿河道的时空变化以及河流与地下水的水交换量,揭示了河流-地下水相互作用关系在降雨过程中的变化规律及主控因子。此外就河床糙率对河流水深及河流与地下水间水交换量的影响做了模拟分析,发现河床糙率的改变将影响河流水深,从而进一步影响河流与地下水的水交换量。本文提出的算法较为真实地模拟了河流洪水演进过程及其对河流-地下水相互作用的影响,模型适用于河流-地下水相互作用明显的区域,可作为评估地表-地下水相互影响的有效计算工具。     

塔里木河流域2005年四源流对干流供水径流情势分析

2004年塔里木河流域四条源流出山口天然径流量272.1×10⁸m³,属丰水年,比多年平均值224.9×10⁸m³多47.20×10⁸m³,增加21.0%;比20世纪90年代平均241.9×10⁸m³多30.20×10⁸m³,增加12.8%,在1957-2005年49 a水文系列中排名第5位.其中,阿克苏河、叶尔羌河、和田河3条源流与多年均值比较,增幅达22%～25%,开都-孔雀河为平略偏丰.四条源流入塔里木河总水量为56.88×10⁸m³,占四条源流出山口天然径流总量的20.9%.根据现今塔里木河综合治理,仍需要制定长远的全面流域规划,以生态系统建设为根本,从工程上、宏观水量控制管理上、经济上和科技手段上,保障实现塔里木河流域水资源的可持续开发利用.     

耦合水库群参数化方案的区域陆面水文模拟

中国水库数目众多,密集的水库运行和调蓄影响着陆地水循环和陆气间的水分能量交换过程,给高强度开发地区水文规律认知和水文模拟及预报带来了挑战。围绕这一问题,本研究以鄱阳湖流域及流域内千余座水库为研究对象,从水库水量平衡方程、水库蓄泄规则、多阻断扩散波汇流等方面构建了水库群参数化方案,并从地表水、地下水、蒸散发、能量通量等角度实现了其与陆面水文双向耦合模式（CLHMS）的动态耦合。结果表明:所构建的水库群参数化方案可以较好地模拟水库的蓄泄过程,提高了耦合模式在鄱阳湖流域的径流模拟精度;水库群可以使赣江、信江、抚河丰水期径流减少3.7%~6.0%,枯水期径流增加5.9%~12.6%,多年平均径流减少0.6%~1.5%;在空间分布上,水库群对流域中部和北部径流的调蓄作用相对显著。本研究所改进的陆面水文模式可以为高强度人类活动影响下气象、水文、水资源交叉领域的研究提供分析工具和模型基础,从而支撑变化环境下区域水资源的可持续利用。     

新疆阿尔泰山区克兰河上游水文过程对气候变暖的响应

额尔齐斯河支流克兰河上游发源于西风带水汽影响的阿尔泰山南坡,主要由融雪径流补给,年内积雪融水可占年径流量的45%.年最大月径流一般出现在6月份,融雪季节4~6月径流量占65%.流域自20世纪60年代开始明显升温,年平均温度从50年代的1.4℃上升到90年代的5.2℃;年降水总量也呈增加趋势,尤其是冬季和初春增加最多.随着气候变暖,河流年内水文过程发生了很大的变化,主要表现在最大月径流由6月提前到5月,月径流总量增加约15%,4~6月融雪径流量也由占年流量的60%增加到近70%.在多年变化趋势上,气温上升主要发生在冬季,降水也以冬季增加明显,而夏季降水呈下降趋势;水文过程主要表现在5月径流呈增加趋势,而6月径流为下降趋势;夏季径流减少而春季径流增加明显.冬春季积雪增加和气温上升,导致融雪洪水增多且洪峰流量增大,使洪水灾害破坏性加大.近些年来气候变暖引起的年内水文过程变化,已经对河流下游的城市供水和农牧业生产产生了影响.     

Impacts of human activities on the hydrology of Baiyangdian Lake,China

Baiyangdian Lake is the biggest natural freshwater wetland in North China Plain. It provides important ecosystem services such as water regulation and supply, reed production and biodiversity protection. Baiyangdian Lake, however, was threatened by lack of freshwater in recent decades. In this paper, the hydrological changes of the lake were quantified using historical data of water level and groundwater table, and satellite images. In addition, the relationship between water level and socioeconomic development of the basin was investigated. The result revealed a significant decreasing trend of water level in the lake. Water level and groundwater table of Baiyangdian Lake decreased rapidly, caused by the great increase of water withdrawal and consumption due to socioeconomic development in the basin. In particular, population growth and the expansion of irrigated agriculture were two major contributors to the decline of water level and groundwater table. While precipitation was positively correlated with water level, it has less impact on water level and groundwater table than human activities. The diversion of water to the lake raised the water level temporarily and had significant benefits on the wetland ecosystem. The best way to solve ecological problems of Baiyangdian Lake, however, is to control the growth of population, adjust the industrial structure, control land use conversion and improve water use efficiency at the basin scale.     

分布式水文模型DHSVM在西北高寒山区流域的适用性研究

分布式水文-土壤-植被模型（Distributed Hydrology Soil Vegetation Model,DHSVM）是基于栅格离散的分布式水文模型,对地表水热循环的各个过程能进行很精细地刻画,被广泛应用于世界各地很多类型的流域的高时空分辨率的水文模拟,然而它在高寒山区的适用性并不清楚。基于300 m数字高程模型,应用DHSVM模型对典型的高寒山区流域八宝河流域2001-2009年的水文过程展开模拟,并采用流域出口祁连站的水文实测数据对模型进行了精度评价。参数敏感性分析表明,土壤横向导水率、田间持水量和植被反照率等是该区域主要的敏感性参数。模型默认参数会高估高寒山区流域的潜在蒸散发量,导致夏季径流量远小于观测值。通过参数率定,模型校准期（2001-2004）的模拟日径流和月径流Nash效率系数分别达到0.72和0.87;而模型验证期（2005-2009）分别为0.60和0.74。结果表明,DHSVM模型基本具备了模拟高寒山区流域降水-径流过程的能力。然而,由于DHSVM模型缺少对高寒山区流域土壤的冻融过程的刻画,春季径流的模拟精度明显受到影响,需要在将来重点改进。     

变化环境下城市水文学的发展与挑战——I.城市水文效应

全球气候变化和快速城市化导致的城市水循环过程变化是当前城市水文学研究的热点问题。为综合理解城市水循环演变过程,结合城市水文学的发展历程,剖析水循环过程对快速城市化进程的响应机制。总结了国内外城市化水文效应的主要成果,包括城市化对水循环过程、洪涝灾害、水生态系统以及水资源的影响。系统归纳了城市化水文效应的评估方法和技术手段。针对现有研究中的不足,指出变化环境下城市化水文效应研究面临的主要挑战及关键技术难题,提出未来研究的重点方向,如城市化降水效应的机理、不透水面的分布及有效性评估、城市化与水生态系统的响应关系与综合城市水资源管理及需水预测等。     

年均值法和频次法对水功能区达标评价影响分析

水功能区达标评价是落实最严格水资源管理制度和水污染防治重要抓手。年均值法和频次法是水功能区达标评价两种主要方法。以太湖流域平原河网区S市W区2013～2017年64个水功能区水质数据为例,比较了两种方法区域水功能区达标评价结果差异。结果表明:(1)年均值法评价区域水功能区达标率高于频次法,双因子(CODMn和NH3-N)、三因子(CODMn、NH3-N、TP)年均值法达标率分别高于频次法18%、24%;(2)CODMn、NH3-N、TP单项因子评价年均值法达标率分别高于频次法11%、12%、14%;(3)两种方法评价结果差异的水功能区占功能区总量的41%,多次出现两种评价方法结果差异的水功能区主要分布在水流不畅易发生滞流的水域,水体污染源和降水可能是影响评价结果的主要因素。选择达标评价方法时应综合考虑水功能区水质变化特征、水生态系统对水质响应关系、水质评价结果的历史连贯性和实际管理可行性等多方面因素。     

水资源及其开发利用综合评价指标体系

深入分析了人工侧支水循环和天然水循环之间动态的依存关系,对照水资源的自然属性、社会属性、经济属性、生态属性和环境属性,把水资源划分为水资源系统、水资源开发利用系统、水生态系统、水环境系统、社会经济五大系统,结合这五大系统构建水资源及其开发利用系统描述指标体系。在描述指标集的基础上,构建属性衡量准则指标集,进行水资源及其开发利用属性的定量识别。进而,以问题为导向,针对水资源及其开发利用中的不同问题,分别提出不同的问题诊断指标,对具体问题进行识别和诊断。     

Accessing the capability of TRMM 3B42 V7 to simulate streamflow during extreme rain events: Case study for a Himalayan River Basin

The paper examines the quality of Tropical Rainfall Monitoring Mission (TRMM) 3B42 V7 precipitation product to simulate the streamflow using Soil Water Assessment Tool (SWAT) model for various rainfall intensities over the Himalayan region. The SWAT model has been set up for Gandak River Basin with 41 sub-basins and 420 HRUs. Five stream gauge locations are used to simulate the streamflow for a time span of 10 years (2000–2010). Daily streamflow for the simulation period is collected from Central Water Commission (CWC), India and Department of Hydrology and Meteorology (DHM), Nepal. The simulation results are found good in terms of Nash–Sutcliffe efficiency \((\hbox {NSE}) {>}0.65\), coefficient of determination \((R^{2}) {>}0.67\) and Percentage Bias \(\hbox {(PBIAS)}{<}15\%\), at each stream gauge sites. Thereafter, we have calculated the PBIAS and RMSE-observations standard deviation ratio (RSR) statistics between TRMM simulated and observed streamflow for various rainfall intensity classes, viz., light (\({<}7.5 \, \hbox {mm}/\hbox {d}\)), moderate (7.5 to 35.4 mm/d), heavy (35.5 to 124.4 mm/d) and extremely heavy (\({>}124.4 \, \hbox {mm}/\hbox {d}\)). The PBIAS and RSR show that TRMM simulated streamflow is suitable for moderate to heavy rainfall intensities. However, it does not perform well for light- and extremely-heavy rainfall intensities. The finding of the present work is useful for the problems related to water resources management, irrigation planning and hazard analysis over the Himalayan regions.     

大凌河流域MIKE BASIN水资源模型

Mike Basin模型是一个集总式综合河网模拟系统,与GIS系统全面链接,具备清楚的数据与模型结构,支持水资源综合管理的参与式对话和矛盾解决方案。它由两个模型单元组成:水文模型(NAM)和水资源分配模型(MIKE BASIN)。它是认识和分析流域水资源状况,进行流域水资源综合管理规划十分重要的工具。本文从模型数据的需求、分析与应用以及参数的率定,较详细地阐述了大凌河流域MIKE BASIN水资源模型的建立过程,为其他用户进行模型的建立提供了借鉴。     

Numerical modeling of the Rideau Valley Watershed

Using the Mike11 modeling system by the Danish Hydraulic Institute, a detailed model of the Rideau Valley Watershed was constructed. It includes 532 km of rivers and lakes, 106 basins, 122 bridges and culverts, and 20 water control structures. The model was calibrated using measured streamflow data for a time period of 5 years; additional 5 years of data was used for validation. Various methods, both qualitative and quantitative, were used to evaluate the model performance. It was found that the model can simulate the hydrological response with a reasonable to high degree of accuracy. This model is now being used for various watershed management purposes, including flood forecasting, dam safety assessment, quantification of wetland functions, and derivation of design flows.