Fine sediment delivery and transfer in lowland catchments: modelling suspended sediment concentrations in response to hydrological forcing   总被引：1，自引：0，他引：1  

N. P. Jarritt  D. S. L. Lawrence 《水文研究》2007,21(20):2729-2744

Fine sediment delivery to and storage in stream channel reaches can disrupt aquatic habitats, impact river hydromorphology, and transfer adsorbed nutrients and pollutants from catchment slopes to the fluvial system. This paper presents a modelling tool for simulating the time‐dependent response of the fine sediment system in catchments, using an integrated approach that incorporates both land phase and in‐stream processes of sediment generation, storage and transfer. The performance of the model is demonstrated by applying it to simulate in‐stream suspended sediment concentrations in two lowland catchments in southern England, the Enborne and the Lambourn, which exhibit contrasting hydrological and sediment responses due to differences in substrate permeability. The sediment model performs well in the Enborne catchment, where direct runoff events are frequent and peak suspended sediment concentrations can exceed 600 mg l^?1. The general trends in the in‐stream concentrations in the Lambourn catchment are also reproduced by the model, although the observed concentrations are low (rarely exceeding 50 mg l^?1) and the background variability in the concentrations is not fully characterized by the model. Direct runoff events are rare in this highly permeable catchment, resulting in a weak coupling between the sediment delivery system and the catchment hydrology. The generic performance of the model is also assessed using a generalized sensitivity analysis based on the parameter bounds identified in the catchment applications. Results indicate that the hydrological parameters contributing to the sediment response include those controlling (1) the partitioning of runoff between surface and soil zone flows and (2) the fractional loss of direct runoff volume prior to channel delivery. The principal sediment processes controlling model behaviour in the simulations are the transport capacity of direct runoff and the in‐stream generation, storage and release of the fine sediment fraction. The in‐stream processes appear to be important in maintaining the suspended sediment concentrations during low flows in the River Enborne and throughout much of the year in the River Lambourn. Copyright © 2007 John Wiley & Sons, Ltd.  相似文献   

基于HLA的分布式虚拟地理环境系统框架研究   总被引：1，自引：1，他引：1  

徐丙立  龚建华  林珲 《武汉大学学报(信息科学版)》2005,30(12):1096-1099

讨论了分布式虚拟地理环境的基本内容和框架需求,描述了HLA的体系结构,设计了基于HLA的分布式虚拟地理环境系统框架结构。针对设计的系统框架,讨论了其数据流和对象模型,并提出了一种实现数据协作的方法———数据先备。通过分析,认为该系统框架基本能够满足分布式虚拟地理环境的要求。  相似文献   

基于Hilbert空间分区和Geohash索引的并行Ripley's K函数     

亢扬箫  桂志鹏  丁劲宸  吴京航  吴华意 《地球信息科学学报》2022,24(1):74-86

作为二阶点模式分析方法,Ripley's K函数（简称K函数）以距离为自变量探测不同尺度下点事件的分布模式及演变规律,在生态学、经济学、地理学等诸多领域得到广泛应用。然而,随着点规模的增加,估计与模拟阶段点对距离遍历计算时间开销激增,严重制约了K函数的应用,算法流程优化与并行加速成为应对海量点数据下K函数性能瓶颈及可计算性问题的关键技术手段。针对默认数据分区未考虑点事件空间邻近性导致跨节点通讯成本高昂且K函数距离阈值较大时索引优化失效的现象,本文提出一种基于空间填充曲线的K函数优化加速方法。该方法采用Hilbert曲线构建空间分区,在顾及数据空间邻近性的前提下减少分区间数据倾斜和通讯开销;在分区基础上,利用Geohash编码改进各分区内本地空间索引策略加速点对距离计算。本文以湖北省工商企业注册数据为例,通过对比实验分析了默认分区无索引、KDB分区组合R树索引、本文Hilbert分区组合Geohash索引算法在不同数据规模、距离阈值、集群规模下的计算耗时。结果表明,300 000点数据规模下本文方法的时间开销约为默认分区无索引方法的1/4,9台节点下加速比超过3.6倍。因此,该方法能有效提升分布式环境下K函数计算性能并具有良好的可伸缩性,可为其他点模式分析方法的优化提供参考。  相似文献   

基于Dask并行加速的射电干涉成像网格化方法实现     

李姗姗  骆开达  卫守林  戴伟  梁波 《天文研究与技术》2022,(1)

快速傅里叶变换(Fast Fourier Transform,FFT)比傅里叶变换有更好的算法性能,是射电干涉成像的基础算法,但因为天线阵列的不规则采样,需使用网格化算法将可见度数据重采样到规则的网格上才能应用。基于卷积的网格化计算具有密集型和迭代型的特点,特别是处理海量可见度数据的情况下,高性能的网格化计算对整个成像过程加速尤为重要。为了缓解数据处理的压力,在现有处理整块数据和支持多核计算的算法基础上,拓展应用Dask并行计算框架,不仅将数据分块并分配到多线程上,提高数值计算效率,而且动态的分布式任务调度策略优化了网格化的实时处理。实验结果表明,多核中央处理器利用率显著提高,即使增加数据量,也能进一步提高网格化算法的性能。分布式任务调度能够将单(多)测量集的网格化弹性缩放到单(多)机系统,充分发挥集群的规模化优势。  相似文献   

Calibrating Environment Canada's MESH Modelling System over the Great Lakes Basin     

Amin Haghnegahdar  Bryan A. Tolson  Bruce Davison  Frank R. Seglenieks  Erika Klyszejko  Eric D. Soulis 《大气与海洋》2014,52(4):281-293

This paper reports on recent progress towards improved predictions of a land surface-hydrological modelling system, Modélisation Environmentale–Surface et Hydrologie (MESH), via its calibration over the Laurentian Great Lakes Basin. Accordingly, a “global” calibration strategy is utilized in which parameters for all land class types are calibrated simultaneously to a number of sub-basins and then validated in time and space. Model performance was evaluated based on four performance metrics, including the Nash-Sutcliffe (NS) coefficient and simulated compared with observed hydrographs. Results from two calibration approaches indicate that in the model validation mode, the global strategy generates better results than an alternative calibration strategy, referred to as the “individual” strategy, in which parameters are calibrated individually to a single sub-basin with a dominant land type and then validated in a different sub-basin with the same dominant land type. The global calibration strategy was relatively successful despite the large number of calibration parameters (51) and relatively small number of model evaluations (1000) used in the automatic calibration procedure. The NS values for spatial validation range from 0.10 to 0.72 with a median of 0.41 for the 15 sub-basins considered. Results also confirm that a careful model calibration and validation is needed before any application of the model.  相似文献   

基于时域有限差分法LIEW动态模型土壤电离参数的估计     

刘昆  宋利晓  王川 《成都信息工程学院学报》2014,29(5):454-457

从电磁场分析角度出发,采用时域有限差分法对电磁场数据进行计算分析,提取土壤电离的信息,将整数微分进化策略与Matlab分布式计算相结合,提出针对任意均匀分布土壤建立LIEW动态模型的方法,优化确定LIEW动态模型参数——土壤电离临界电场强度和电离时间常数。  相似文献   

Sensitivity of hydrological models to uncertainty in rainfall input     

Patrick Arnaud  Jacques Lavabre  Catherine Fouchier  Stéphanie Diss  Pierre Javelle 《水文科学杂志》2013,58(3):397-410

Abstract

Different approaches used in hydrological modelling are compared in terms of the way each one takes the rainfall data into account. We examine the errors associated with accounting for rainfall variability, whether in hydrological modelling (distributed vs lumped models) or in computing catchment rainfall, as well as the impact of each approach on the representativeness of the parameters it uses. The database consists of 1859 rainfall events, distributed on 500 basins, located in the southeast of France with areas ranging from 6.2 to 2851 km². The study uses as reference the hydrographs computed by a distributed hydrological model from radar rainfall. This allows us to compare and to test the effects of various simplifications to the process when taking rainfall information (complete rain field vs sampled rainfall) and rainfall–runoff modelling (lumped vs distributed) into account. The results appear to show that, in general, the sampling effect can lead to errors in discharge at the outlet that are as great as, or even greater than, those one would get with a fully lumped approach. We found that small catchments are more sensitive to the uncertainties in catchment rainfall input generated by sampling rainfall data as seen through a raingauge network. Conversely, the larger catchments are more sensitive to uncertainties generated when the spatial variability of rainfall events is not taken into account. These uncertainties can be compensated for relatively easily by recalibrating the parameters of the hydrological model, although such recalibrations cause the parameter in question to completely lose physical meaning.

Citation Arnaud, P., Lavabre, J., Fouchier, C., Diss, S. & Javelle, P. (2011) Sensitivity of hydrological models to uncertainty of rainfall input. Hydrol. Sci. J. 56(3), 397–410.  相似文献   

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          下载免费PDF全文

邵敏  张奇 《水文地质工程地质》2012,39(2):13-18

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。  相似文献   

耦合融雪的分布式流域"降雨-径流"数值模型   总被引：1，自引：0，他引：1       下载免费PDF全文

黄金柏  王斌  桧谷治  山本晋一 《水科学进展》2012,23(2):194-199

针对中国对耦合融雪的"降雨-径流"过程数值计算模型方面的研究较少,本文联合应用能量平衡方程及运动波理论的基础方程式,结合GIS技术构建分布式流域耦合融雪的"降雨-径流"数值计算模型,并应用流域实测资料进行了有效性验证。研究结果表明:在不考虑融雪条件下,实测流量与计算结果之间存在着较大的误差;在考虑融雪条件下,实测流量与计算结果之间的误差在基准允许范围之内(小于3%);在积雪与融雪区,对流域"降雨-径流"过程的数值计算须考虑融雪。该研究为积雪融雪区提供了一种耦合融雪的"降雨-径流"过程数值计算的新方法。  相似文献   

数字高程模型分辨率对流域地形特征参数的影响   总被引：2，自引：0，他引：2       下载免费PDF全文

林声盼  荆长伟  MOORE Nathan  吴嘉平 《水科学进展》2012,23(4):457-463

地形特征(如高程和坡度)和水文特征(如河流长度和河流坡度)是分布式流域水文水质模型的基础输入参数,用于量化描述模型模拟流域的自然特征。这些特征参数的准确性直接影响水文水质过程模拟的准确性。应用数字高程模型(Digital Elevation Model,DEM)在4个不同地形的子流域研究了10种不同分辨率DEM对平均高程、流域面积、坡度、河流坡度、最长河长等参数的影响。结果表明,随着DEM分辨率降低,流域地形变缓,流域平均坡度逐渐减小;随着DEM网格分辨率的变化,子流域划分范围和河道位置也都可能发生变化,且该变化在地形起伏较小的丘陵平原地区较明显,子流域集水面积和河长进一步随之改变;河流坡度随DEM分辨率降低则呈无规则变化。从地形和水文参数两方面揭示了DEM 分辨率在分布式流域模型中的不确定性影响。  相似文献