Enhanced identification of a hydrologic model using streamflow and satellite water storage data: A multicriteria sensitivity analysis and optimization approach   总被引：1，自引：0，他引：1       下载免费PDF全文

Fuad Yassin  Saman Razavi  Howard Wheater  Gonzalo Sapriza‐Azuri  Bruce Davison  Alain Pietroniro 《水文研究》2017,31(19):3320-3333

Hydrologic model development and calibration have continued in most cases to focus only on accurately reproducing streamflows. However, complex models, for example, the so‐called physically based models, possess large degrees of freedom that, if not constrained properly, may lead to poor model performance when used for prediction. We argue that constraining a model to represent streamflow, which is an integrated resultant of many factors across the watershed, is necessary but by no means sufficient to develop a high‐fidelity model. To address this problem, we develop a framework to utilize the Gravity Recovery and Climate Experiment's (GRACE) total water storage anomaly data as a supplement to streamflows for model calibration, in a multiobjective setting. The VARS method (Variogram Analysis of Response Surfaces) for global sensitivity analysis is used to understand the model behaviour with respect to streamflow and GRACE data, and the BORG multiobjective optimization method is applied for model calibration. Two subbasins of the Saskatchewan River Basin in Western Canada are used as a case study. Results show that the developed framework is superior to the conventional approach of calibration only to streamflows, even when multiple streamflow‐based error functions are simultaneously minimized. It is shown that a range of (possibly false) system trajectories in state variable space can lead to similar (acceptable) model responses. This observation has significant implications for land‐surface and hydrologic model development and, if not addressed properly, may undermine the credibility of the model in prediction. The framework effectively constrains the model behaviour (by constraining posterior parameter space) and results in more credible representation of hydrology across the watershed.  相似文献   

Generalized plasticity state parameter‐based model for saturated and unsaturated soils. Part II: Unsaturated soil modeling     

Diego Manzanal  Manuel Pastor  José Antonio Fernández Merodo 《国际地质力学数值与分析法杂志》2011,35(18):1899-1917

The aim of this paper is to extend the generalized plasticity state parameter‐based model presented in part 1 to reproduce the hydro‐mechanical behavior of unsaturated soils. The proposed model is based on two pairs of stress–strain variables and a suitable hardening law taking into account the bonding—debonding effect of suction and degree of saturation. A generalized state parameter for unsaturated state is proposed to reproduce soil behavior using a single set of material parameters. Generalized plasticity gives a suitable framework to reproduce not only monotonic stress path but also cyclic behavior. The hydraulic hysteresis during a drying—wetting cycle and the void ratio effect on the hydraulic behavior is introduced. Comparison between model simulations and a series of experimental data available, both cohesive and granular, are given to illustrate the accuracy of the enhanced generalized plasticity equation. Copyright © 2010 John Wiley & Sons, Ltd.  相似文献   

移动状态边界面法在黏性土不排水蠕变孔压分析中的应用     

高彦斌 《岩土力学》2018,39(11):4176-4182

在黏性土的各种流变现象的数学模拟研究中,不排水蠕变孔压方程几乎是空白。基于临界状态土力学理论,采用与时间相关的移动状态边界面法,给出了适用于正常固结黏性土的不依赖状态边界面具体形态的不排水蠕变孔压公式。正常固结黏性土的不排水蠕变孔压可以看作是体积蠕变势和剪应力水平增大造成的剪缩这两种作用的结果,前者与参数 有关（ 为次压缩指数, 为压缩指数）,后者则与状态边界面的具体形态有关。在此基础上进一步给出了可方便用于试验数据分析的双对数和单对数形式的两个公式。以修正剑桥模型椭圆形状态边界面为例,分析了双对数和单对数坐标系下蠕变孔压曲线的斜率m和m′与土的流变参数 的关系。采用提出的方法,很好地预测了Walkers给出的Leda clay黏土的蠕变孔压系数,并基于以上两种作用解释了Leda clay黏土的蠕变孔压形成的机制。  相似文献   

土-膨润土隔离墙应力状态与固结行为的现场试验研究     

童星  李育超  柯瀚  文一多  潘倩 《岩土力学》2018,39(6):2131-2138

土-膨润土竖向隔离墙被广泛应用于污染场地治理,其服役性能受应力状态和固结变形影响较大。通过建造两段不同尺寸的土-膨润土隔离墙试验段,并利用土压力盒、孔压计、测斜管等分别对墙体现场应力状态和变形进行了为期15个月的监测,获得了土-膨润土隔离墙固结行为的基本特征。监测结果表明：墙体主固结阶段需要数月;墙体固结变形以侧向变形为主;大部分深度内总应力在前1个月显著减小,并在随后基本保持稳定,有效应力随超孔压消散而不断增加;水平应变与最大水平有效应力均与墙深呈显著正相关;然而在主固结期间,墙体底部总应力和孔压均一直减小直至等于静水压力,有效应力始终很小。根据实测墙体变形及应力分布的特点,指出在相邻土体中可能形成滑动楔形体,对填料产生整体挤压,从而对隔离墙的现场固结行为特征作出了合理解释。最后,针对土-膨润土隔离墙的设计施工提出了相关建议。  相似文献   

主动与被动状态下墙体侧向位移近似计算     

谢涛  罗强  张良  连继峰  于曰明 《岩土力学》2018,39(5):1682-1690

极限状态下墙体侧向位移对土压力计算和支挡结构设计影响显著。根据Rankine变形体和Coulomb刚塑体模型,将墙后土体变形分别当作单剪和直剪试验中试样的剪切过程,以达到极限剪切变形（剪应变或单位长度剪切位移）作为进入主被动状态标准,构建了土体变形与墙体位移的几何关系,提出了反映土体变形与强度特性,同时考虑静止时初始应力状态影响的墙体极限侧向位移近似计算模型。分析表明：土体极限剪切变形、滑移区范围、初始应力状态是影响墙体极限位移的核心要素,其中极限剪切变形占据主导作用,是导致不同颗粒组成及密实程度土体进入极限状态所需墙体位移差异显著的主要原因,而主被动区范围不同和因静止土压力系数 1引起的初始剪切变形,则是被动状态墙体位移远大于主动的关键因素;算例中主动与被动状态下墙体位移与墙高之比分别介于0.5‰～13.2‰和?0.4%～?5.2%,且主动状态下细粒土墙体位移大于粗粒土,计算结果与工程经验及相关文献模型试验基本一致。  相似文献   

Chitosan extends the shelf-life of filleted tilapia (Oreochromis niloticus) during refrigerated storage   总被引：1，自引：0，他引：1  

Rong Cao  Qi Liu  Bangzhong Yin  Biao Wu 《中国海洋大学学报(英文版)》2012,11(3):408-412

Shelf-life extension of aquatic products is of significant economical importance. To determine the potential effect of chitosan on the shelf-life of filleted tilapia, this study analyzed the bacterial community diversity in fresh and spoiled tilapia fillets stored at (4 ± 1)℃ and examined the antimicrobial activity of chitosan against relevant bacteria isolates. Results showed that Pseudomonas (20%) and Aeromonas (16%) were abundant in fresh tilapia fillets, whereas Pseudomonas (52%), Aeromonas (32%) and Staphylococcus (12%) were dominant in the spoiled samples. Chitosan showed wide-spectrum antibacterial activity against bacteria isolated from tilapia and 5.0 g L-1 chitosan was selected for application in preservation. We further determined the shelf-life of chitosan-treated, filleted tilapia stored at (4 ± 1)℃ based on microbiological, biochemical and sensory analyses. Results showed that the shelf-life of chitosan-treated, filleted tilapia was extended to 12 d, whereas that of untreated, control samples was 6 d. These indicate that chitosan, as a natural preservative, has great application potential in the shelf-life extension of tilapia fillets.  相似文献   

Studies of TLP dynamic response under wind, waves and current     

谷家扬  杨建民  吕海宁 《中国海洋工程》2012,26(3):363-378

Investigated is the coupled response of a tension leg platform (TLP) for random waves. Inferred are the mass matrix, coupling stiffness matrix, damping matrix in the vibration differential equation and external load of TLP in moving coordinating system. Infinitesimal method is applied to divide columns and pontoons into small parts. Time domain motion equation is solved by Runge-Kutta integration scheme. Jonswap spectrum is simulated in the random wave, current is simulated by linear interpolation, and NPD spectrum is applied as wind spectrum. The Monte Carlo method is used to simulate random waves and fluctuated wind. Coupling dynamic response, change of tendon tension and riser tension in different sea conditions are analyzed by power spectral density (PSD). The influence of approach angle on dynamic response of TLP and tendon tension is compared.  相似文献   

Comparison of intestinal bacterial communities in grass carp, Ctenopharyngodon idellus, from two different habitats     

倪加加  余育和  张堂林  高雷 《中国海洋湖沼学报》2012,30(5):757-765

The intestinal bacteria of vertebrates form a close relationship with their host.External and internal conditions of the host,including its habitat,affect the intestinal bacterial community.Similarly,the intestinal bacterial community can,in turn,influence the host,particularly with respect to disease resistance.We compared the intestinal bacterial communities of grass carp that were collected from farm-ponds or a lake.We conducted denaturing gradient gel electrophoresis of amplified 16S rRNA genes,from which 66 different operational taxonomic units were identified.Using both the unweighted pair-group method with arithmetic means clustering and principal component analysis ordination,we found that the intestinal bacterial communities from the two groups of pond fish were clustered together and inset into the clusters of wild fish,except for DF-7,and there was no significant correlation between genetic diversity of grass carp and their intestinal bacterial communities(Mantel one-tailed test,R=0.157,P=0.175).Cetobacterium appeared more frequently in the intestine of grass carp collected from pond.A more thorough understanding of the role played by intestinal microbiota on fish health would be of considerable benefit to the aquaculture industry.  相似文献   

Enhanced resistance of Portunus trituberculatus to Vibrio alginolyticus by selective breeding     

母昌考  刘帅  宋微微  李荣华  王春琳 《中国海洋湖沼学报》2012,30(4):638-643

We established a line (screened) of Portunus trituberculatus by selectively breeding individuals that survived from challenge with Vibrio alginolyticus, and compared the response of screened and unscreened (control) P. trituberculatus challenged with V. alginolyticus. We measured superoxide dismutase, catalase, acid phosphatase, alkaline phosphatase, and peroxidase activity and the content of hemocyanin in the plasma and phenoloxidase activity in serum. The cumulative survival rate after 24-h challenge with V. alginolyticus was significantly higher in the screened crabs than in the unscreened crabs (P<0.05). T-SOD and PO activity were significantly lower in the screened stock than in the unscreened stock (P<0.05). POD, CAT, and ACP activity and hemocyanin content were significantly higher in the screened stock than in the unscreened stock. Our results suggest that the screened stock was more resistant to infection. Furthermore, the indices we measured may be used to evaluate the health state of P. trituberculatus.  相似文献   

柄海鞘共附生细菌的分离培养与系统发育多样性研究          下载免费PDF全文

苗婷婷  邢翔  杜宗军  陈冠军 《海洋科学进展》2012,30(1):111-118

通过纯培养和16SrRNA基因序列的相似性比对,并构建系统发育树对威海海域柄海鞘共附生细菌的多样性进行了研究。用2216E培养基从柄海鞘样品中分离到78株细菌,通过形态学特征和TCBS培养基选择性筛选后,选取30株具有代表性的菌株进行了16SrRNA基因测序和基于16SrRNA基因序列的系统发育多样性分析。结果表明,30株菌株分别属于细菌域的4个系统发育类群(Actinobacteria,Bacteroidetes,Firmicutes,Gro-teobacteria)的11个科,11个属。根据16SrRNA基因序列,大多数菌株与其系统发育关系最密切的模式菌株之间存在一定的遗传差异(16SrRNA基因序列相似性为91.82%～98.93%)。其中菌株HQW7,HQYD1,HQWD4,HQE1和HQE2与相关模式菌株的16SrRNA基因最高相似度仅分别为91.82%,92.51%,92.99%,93.52%,93.87%,这5株菌可能代表新的分类单元。威海海域柄海鞘共附生细菌存在着较为丰富的物种多样性和系统发育多样性,并可能存在新的物种。  相似文献