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761.
The relation between the water discharge (Q) and suspended sediment concentration (SSC) of the River Ramganga at Bareilly, Uttar Pradesh, in the Himalayas, has been modeled using Artificial Neural Networks (ANNs). The current study validates the practical capability and usefulness of this tool for simulating complex nonlinear, real world, river system processes in the Himalayan scenario. The modeling approach is based on the time series data collected from January to December (2008-2010) for Q and SSC. Three ANNs (T1-T3) with different network configurations have been developed and trained using the Levenberg Marquardt Back Propagation Algorithm in the Matlab routines. Networks were optimized using the enumeration technique, and, finally, the best network is used to predict the SSC values for the year 2011. The values thus obtained through the ANN model are compared with the observed values of SSC. The coefficient of determination (R2), for the optimal network was found to be 0.99. The study not only provides insight into ANN modeling in the Himalayan river scenario, but it also focuses on the importance of understanding a river basin and the factors that affect the SSC, before attempting to model it. Despite the temporal variations in the study area, it is possible to model and successfully predict the SSC values with very simplistic ANN models. 相似文献
762.
Ahmet Güllü Ercan Yüksel Cem Yalçın A. Anıl Dindar Hasan Özkaynak Oral Büyüköztürk 《地震工程与结构动力学》2019,48(1):27-45
Input energy is the principal component of the energy balance equation. It is beneficial to determine, through its components, how the recoverable and irrecoverable energies are distributed within the structural elements. Several equations and attenuation relations to define mass-normalized input energy spectra exist in the literature. They are mainly proposed for elastic systems subjected to far-fault EQs. There is a lack of experimental verification of these proposed spectra. In this paper, experimental assessment was performed to the existing spectra, and further improvements were accomplished. For this purpose, steel cantilever columns were tested on the shake table for two specific historical EQs coincidently having similar spectral acceleration values. Based on the experimental results, a three-part mass-normalized relative input energy spectrum was formulated including soil type, EQ (corner period, intensity, duration, spectral acceleration, and velocity), and structural behavioral characteristics (period and structural damping). The proposed input energy spectrum was experimentally calibrated and numerically validated for various EQs featuring near- and far-field types. Analytical and experimental comparisons were made between the previously developed spectrum and the newly proposed one. The validation studies and the statistical evaluations exposed that the proposed spectrum yielded better agreement with the experimental and numerical results. 相似文献
763.
764.
东太湖茭黄水发生原因与防治对策探讨 总被引:26,自引:8,他引:18
东太湖茭草分布面积35.47km^2。年生长量127600t,利用率9.7%,残留量高达115204t,。折合单位湖面干物质残留量1774g/m^2。这些茭草残体遇高温时迅速腐烂分解,向湖水中释放大量有机污染物质和氮,磷等生物元素、引起水质腐败,腐烂后的茭草残骸沉积在湖底,加速了湖泊的淤积变浅。 相似文献
765.
呼伦湖水位、盐度变化(1961-2002年) 总被引:14,自引:5,他引:9
为重建水文资料缺乏的呼伦湖流域的水文、水质序列,本研究基于长期的气象观测记录,采用彭曼公式估计了湖泊的水面蒸发,并建立一个两参数月水量平衡模型模拟湖周的入流,通过水量平衡计算.建立了42年(1961-2002)的呼伦湖区水量变化序列,并模拟了湖泊月水量、水位、含盐度的变化.模拟的水位、含盐度变化趋势与实际比较接近,模拟精度较好,其误差在可以接受范围内.所重建的42年呼伦湖区水文、含盐度序列,可为该区域的水资源评价管理、开发利用提供科学依据. 相似文献
766.
Michael J. Crozier 《地球表面变化过程与地形》1999,24(9):825-833
A rainfall-based landslide-triggering model, developed from previous landslide episodes in Wellington City, New Zealand, is tested for its ability to provide a 24-hour forecast of landslide occurrence. The model, referred to as the Antecedent Water Status Model, calculates an index of soil water, by running a daily water balance and applying a soil drainage factor to excess precipitation, over the preceding ten days. Together with the daily rainfall input, the soil water status has been used empirically to identify a threshold condition for landslide triggering. The prediction process provides a daily update of the soil water status and thereby the amount of rainfall required on the following day to equal or exceed the triggering threshold. The probability that this triggering rainfall will occur is then determined from the frequency/magnitude distribution of the local rainfall record. The model produces a satisfactory level of prediction, particularly for periods of concentrated landslide activity. Copyright © 1999 John Wiley & Sons, Ltd. 相似文献
767.
The variation in snowmelt energy and energy components were evaluated with respect to forest density. Surface snowmelt rates, surface evaporation from snow cover and meteorological elements were measured in the open and under sparse (411 trees/ha) and dense (1433 trees/ha) larch canopies. The surface snowmelt rate decreased as the forest density increased. Based on the observations and energy balance analyses, we concluded the following. (1) Albedo decreased while the bulk coefficient for latent heat increased with forest density. (2) The duration of snowmelt increased with forest density because the energy for nocturnal cooling of the snow cover decreased. (3) When comparing the open and forested sites, the changes in snowmelt energy with forest density were caused by sensible heat flux. However, the contribution of net radiation was highest in the forested sites. Therefore, the effects of forest cover on the snowmelt energy were different when comparing both the open and forested sites and the sparse and densely forested sites. (4) The ratio of net radiation to snowmelt energy increased with forest density; although both snowmelt energy and net radiation decreased with increased forest density, the snowmelt energy decreased more rapidly. Sensible heat also decreased as forest density increased. Both albedo and downward long‐wave radiation influenced net radiation. Copyright © 1999 John Wiley & Sons, Ltd. 相似文献
768.
金华市水资源承载力分析 总被引:8,自引:0,他引:8
从生态学角度出发,提出水资源承载力是在社会发展的某一阶段和生态系统良性循环的条件下,水资源对人类活动的最大支撑能力。指出目前金华市的水荒不是水源型缺水,而是水质型缺水和工程型缺水。根据20多年的历史数据和2020年全面建设小康社会的标准,利用系统动力学(SD)模型,仿真研究了金华市未来政策实施后水资源承载力的动态变化过程。同时指出,对于金华市来说,单方面追求经济的快速发展、以牺牲环境作为代价的高方案和把环境保护作为首要目标、经济慢速发展的低方案都是不可取的,只有经济发展和环境保护同时兼顾的中方案才是首选方案。 相似文献
769.
辽河流域是我国七大流域之一,长期以来一直存在水资源严重不足的问题。采用1961-2009年辽河流域境内水文、气象观测数据,研究气象、水文要素历史变化特征,并采用同期和滞后相关分析,建立气象要素与水文要素的最优相关关系。结果表明:辽河流域气候变暖明显,增温幅度远高于全球和中国的同期增温幅度;辽河流域降水量增减趋势不明显,总体上为略减少趋势,但存在明显的少-多-少-多-少5个阶段性变化。辽河流域蒸发量为略减少趋势,春季、夏季是蒸发量较大季节;辽河流域近50年来径流量为减少趋势,经历了偏多-偏少-偏多-偏少4个阶段的变化,最近的1996-2009年经历了年径流量最少阶段,平均年径流量仅为16.2亿 m3,只达到多年平均径流量的58 %、径流量最多年代的32 %。7月、8月是流量最为集中的月份,2个月流量就占到全年的50.24 %,超过全年的一半;辽河流域降水量与径流量有较好的相关关系。在年尺度,径流量与铁岭、法库等周边地区相关系数基本达到0.6左右;在日尺度,日降水量与降水发生后第二日流量相关程度最好,在所有等级上两者相关系数均在0.7以上,在日降水量大于等于25 mm等级上,相关系数最高可达到0.85。 相似文献
770.
The paper presents the ion chromatography (IC) – DIONEX DX-100 system – in the studies on the Odra River water pollution with some inorganic anions. The precision of analysis, detection and quantification limits of each anion have been presented in order to evaluate the method. Results obtained with IC are compared with those using other analytical methods: ICP-AES for SO42–, and the argentometric titration for Cl–. It has been found that the IC method can be applied in the investigation of the anion pollution of the Odra River water: concentrations of Cl–, NO3– and SO42– can be determined with sufficient accuracy, while F– concentration, on the account of common presence of carbonate anions, can only be roughly estimated. The results have been compared with maximum permitted levels (MPL) for Polish water quality classes. 相似文献