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Investigation of sensitivity of popular training methods to initial weights in ANN rainfall-runoff modeling 人工神经网络降雨径流模型中常用训练方法对初始权值的敏感性研究
Pub Date : 2014-12-23 DOI: 10.4172/2157-7587.S1.013
Vikas Kumar Vidyarthi, Ashu Jain
A attempt has been made to understand the ground water quality by using the water quality index (WQI) in the mining region of Goa. WQI, a technique of rating water quality, is an effective tool to assess spatial and temporal changes in ground water quality. Forty five groundwater samples were collected from open and tube wells during summer, monsoon, post-monsoon and winter seasons. The groundwater samples were subjected to comprehensive physio-chemical analysis involving major cations (Ca2+, Mg2+, Na+, K+, Fe2++ ) anions ( HClO3-, Cl, SO4 2-, NO3-, F-, PO4 3-) besides general parameters (pH, EC, TDS, alkalinity, total hardness, color, turbidity). The water quality index rating was calculated to quantify overall water quality for human consumption. For calculating WQI 10 parameters, namely pH, TDS, total hardness, chloride, nitrate, turbidity, fluoride, iron, calcium hardness, magnesium hardness were considered. The values of WQI have been affected mainly by the concentration of dissolved ions (F, NO, Ca and Mg) in ground water. Concentration of dissolved solids found to be more during monsoon season. It may be due more seepage and movement of ground water due to excessive rainfall there. The values of WQI of the samples were found in the range of 8-12 for all the seasons and considered to be in the very good category.
本文尝试用水质指数(WQI)来了解果阿矿区的地下水水质。WQI是一种评价地下水水质时空变化的有效工具。在夏季、季风、季风后和冬季,从露天井和管井采集了45个地下水样本。对地下水样品进行综合理化分析,除一般参数(pH、EC、TDS、碱度、总硬度、颜色、浊度)外,还包括主要阳离子(Ca2+、Mg2+、Na+、K+、Fe2++)和阴离子(HClO3-、Cl、SO4 2-、NO3-、F-、PO4 3-)。计算水质指数等级是为了量化供人类消费的总体水质。计算WQI时考虑了pH、TDS、总硬度、氯化物、硝酸盐、浊度、氟化物、铁、钙、镁硬度等10个参数。WQI值主要受地下水中溶解离子(F、NO、Ca、Mg)浓度的影响。溶解固体的浓度在季风季节较高。这可能是由于那里降雨过多导致地下水的渗漏和流动。所有季节样本的WQI值都在8-12之间,属于非常好的范畴。
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引用次数: 62
Protection of bridge foundations against scour using partially grouted riprap 使用部分灌浆的抛石保护桥梁基础免受冲刷
Pub Date : 2014-12-22 DOI: 10.4172/2157-7587.S1.011
M. Khan
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引用次数: 1
Application of Rain Water Harvesting Scheme in Shimla Region 雨水收集方案在西姆拉地区的应用
Pub Date : 2014-09-07 DOI: 10.4172/2157-7587.1000180
R. Ganguly, A. Bansal, M. Mishra, Ashish Kumar
Rainwater harvesting is an innovative and a suitable alternative approach of water supply that can be used by anyone. Rainwater harvesting captures, diverts, and stores rainwater for later use. It is a well known fact that during summer season there is a huge scarcity of water in northern regions of India and as such implementing rainwater harvesting would be beneficial because it would reduce demand on existing water supply reduces run-off, erosion, and also contamination of surface water. A rainwater harvesting system can range in size and complexity. All systems have basics components, which include a catchment surface, conveyance system, storage, distribution, and treatment. As such, we discuss in this paper about the prospects and possibilities of rainwater harvesting in Shimla region of Himachal Pradesh, which experience water shortages in summer periods due to increase in population and also climatic conditions. The result of our study shows that judicious storing of rain water all round the year and not only summer can be stored without incurring any significant losses. Further, the study shows that the sanitation water requirements for a family can be met for two months with storage of rainwater for one single month only. Further, the construction pattern of houses in Shimla (sloped roof structures) already provides an advantage in storing rainwater efficiently. The non-dimensional design parameters can be applied for any place which experiences a scarcity of water. The paper also presents a simple benefit-cost ratio for the designed rainwater harvesting system.
雨水收集是一种创新和合适的供水替代方法,任何人都可以使用。雨水收集收集、转移和储存雨水以供以后使用。众所周知,在夏季,印度北部地区严重缺水,因此实施雨水收集将是有益的,因为它将减少对现有供水的需求,减少径流、侵蚀和地表水的污染。雨水收集系统的大小和复杂程度各不相同。所有系统都有基本组成部分,包括集水区、输送系统、储存、分配和处理。因此,我们在本文中讨论了喜马偕尔邦西姆拉地区雨水收集的前景和可能性,该地区由于人口和气候条件的增加而在夏季出现水资源短缺。我们的研究结果表明,明智地全年储存雨水,而不仅仅是夏季,可以在不造成任何重大损失的情况下储存雨水。此外,研究表明,一个家庭两个月的卫生用水需求可以通过储存一个月的雨水来满足。此外,西姆拉房屋的建筑模式(倾斜屋顶结构)已经为有效储存雨水提供了优势。无量纲设计参数可以应用于任何缺水的地方。本文还对所设计的雨水收集系统给出了一个简单的效益-成本比。
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引用次数: 3
Calculation of Evaporation Rate of a Droplets Cluster and Conceptual Design of a Structure Utilizing Water Droplets for Evaporation 水滴簇蒸发速率的计算及水滴蒸发结构的概念设计
Pub Date : 2014-09-01 DOI: 10.4172/2157-7587.1000177
K. Zhou
It has been known that workers of a honey bee colony bring water droplets into their hive, spraying it on the frames and brood cells, and fanning their wings when ambient temperature rises higher than appropriate. Meanwhile several species from Namibian beetles demonstrate unique water harvesting strategies from the morning fog via the bumps and troughs above their elytra, where water droplets will condense and grow into a size large enough that they will slide down from its back to be consumed afterwards. Interestingly, the drop wise evaporation can be far more effective in its cooling effect than swamp cooler prevalently used in arid regions, according to the calculation conducted in this research. A group of parameters were selected as the boundary condition for calculating the evaporation rate of both a swamp cooler, and that of a drop wise evaporative cooler, according to the direct and indirect implication from the Monte Carlo Simulation, Ranz and Marshall Correlation of heat and mass transfer analogy and modified drag force expression for discharged water droplets. The following calculation shows under appreciable circumstances the drop wise evaporation can rival film evaporation. In consequence, the evaporative cooler system that is designed to utilize drop wise evaporation can be theoretically much more effective and efficient in water and energy use and easier to be regulated by humans than state of art evaporative coolers. The key parameters and some control strategies were pinpointed that can help raise the evaporation rate of a droplets cluster, shedding light on its further applications in industry and supporting human lives, like cooling tower of a power plant, and a fresh water harvesting net. Meanwhile, a conceptual design of an auxiliary structure, called hydro hair system, is proposed according to the implication coming from Honey bees’ legs and hairs, and also the pattern of the surface of the elytra of Namibian Beetles
人们已经知道,蜂群的工蜂会把水滴带到蜂巢里,喷洒在蜂巢的框架和孵化室上,当环境温度高于适当温度时,它们会扇动翅膀。与此同时,纳米比亚甲虫的几个品种展示了独特的集水策略,从晨雾中通过鞘翅上方的凸起和凹槽收集水分,在那里水滴会凝结并变成足够大的水滴,然后从背上滑下来,然后被吃掉。有趣的是,根据本研究的计算,水滴蒸发的冷却效果比干旱地区普遍使用的沼泽冷却器要有效得多。根据蒙特卡罗模拟、传热传质类比的Ranz和Marshall相关以及修正的水滴阻力表达式的直接和间接含义,选择一组参数作为计算沼泽式冷却器和液滴式蒸发冷却器蒸发速率的边界条件。下面的计算表明,在适当的情况下,液滴蒸发可以与薄膜蒸发相媲美。因此,设计利用液滴蒸发的蒸发冷却器系统理论上在水和能源使用方面更有效和高效,并且比最先进的蒸发冷却器更容易被人类调节。确定了关键参数和一些控制策略,可以帮助提高液滴集群的蒸发速率,为其在工业和人类生活中的进一步应用提供了光明,如发电厂的冷却塔和淡水收集网。同时,根据蜜蜂的腿和毛的暗示,以及纳米比亚甲虫鞘翅表面的图案,提出了一种辅助结构的概念设计,称为水毛系统
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引用次数: 3
Determination of Recharge by Means of Isotopes and Water Chemistry in Shaqlawa-Harrir Basin, Kurdistan Region, Iraq 伊拉克库尔德斯坦地区沙克拉瓦-哈里盆地补给同位素及水化学测定
Pub Date : 2014-09-01 DOI: 10.4172/2157-7587.1000179
S. Seeyan, B. Merkel
Stable isotopes (2H, 18O), 14C determination, and chemical analysis of deep groundwater and surface waters (river and springs) were used to investigate the sources of ground- and surface water, groundwater recharge mechanisms as well as possible sources of ions in groundwater in the semi-arid Shaqlawa-Harrir basin in Kurdistan. One hundred water samples were taken during wet and dry season. The d-excess varies significantly depending on temperature and humidity at the vapor sources. The means of the δ18O and δ2H values in the groundwater samples are -6.8 and -36.8%, for the spring samples -6.3 and -34.5%, and for the river samples -9.2 and -51.3%, respectively. The depletion in the δ18O content of some water samples is due to the higher altitude of some recharge areas (altitude effect). 14C data ranges from 3.4, 71.4 and 82.7 pmC and shows that recharges rates and means residence times vary greatly in the study area. Groundwater was mainly classified as Ca-Mg-HCO3 and Mg-Ca-HCO3 type; only five well water samples belong to the  Na-Ca-HCO3 type. All water samples investigated are suitable to be used as both drinking water and irrigation water.
利用稳定同位素(2H, 18O)、14C测定和深层地下水和地表水(河流和泉水)化学分析,探讨了库尔德斯坦半干旱的shaqlawa - harr盆地地下水和地表水的来源、地下水补给机制以及地下水中可能的离子来源。在干湿季节采集了100个水样。d-excess的变化很大程度上取决于蒸汽源处的温度和湿度。地下水样品的δ18O和δ2H平均值分别为-6.8和-36.8%,泉水样品为-6.3和-34.5%,河流样品为-9.2和-51.3%。部分水样δ18O含量的减少是由于某些补给区海拔较高(海拔效应)。14C数据在3.4、71.4和82.7 pmC之间变化,表明研究区内的充电率和平均停留时间变化很大。地下水主要分为Ca-Mg-HCO3型和Mg-Ca-HCO3型;只有5个井水样品属于Na-Ca-HCO3型。所调查的水样均可作为饮用水和灌溉用水。
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引用次数: 12
An Overview of China's Agricultural Non-point Source Issues and the Development of Related Research 中国农业面源问题综述及研究进展
Pub Date : 2014-08-16 DOI: 10.4172/2157-7587.1000178
Z. Shen, J. Baia, Q. Liaoa, L. Chena
Non-point Source (NPS) pollution has become an important concern in the protection of the aquatic environment and has received increased attention in recent years. In China, NPS pollution control is one of most important issues that need to be addressed to protect the aquatic environment in the next few decades. This paper reviewed and summarized three aspects of current agricultural NPS pollution studies in China: mechanisms, simulation models, and control technologies. This review outlines some shortcomings of previous research and the opportunities for future research. The results of this study indicated that the present research on NPS pollution mechanisms is not adequate. The lack of a database system, the uncertainty of models, and other issues have an effect on model applications. Control technology is still the only technique used for minimizing NPS pollution. For future studies, understanding and absorbing foreign NPS models, modifying related processes, and using related key parameters that are modified using Chinese characteristics are necessary for NPS pollution modeling in China. Furthermore, research on NPS mechanisms and system control technologies at a watershed scale will also be a key issue.
非点源污染已成为水生环境保护中的一个重要问题,近年来受到越来越多的关注。在中国,NPS污染控制是未来几十年保护水生环境需要解决的最重要问题之一。本文从机理、模拟模型和控制技术三个方面对国内农业NPS污染研究现状进行了综述。本文概述了以往研究的一些不足和未来研究的机会。研究结果表明,目前对NPS污染机理的研究还不够充分。数据库系统的缺乏、模型的不确定性以及其他问题都对模型应用产生了影响。控制技术仍然是减少NPS污染的唯一技术。在未来的研究中,了解和吸收国外NPS模型,修改相关过程,使用中国特色修改后的相关关键参数是中国NPS污染模拟的必要条件。此外,研究流域尺度上的NPS机理和系统控制技术也将是一个关键问题。
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引用次数: 2
Carbon, Nitrogen and Phosphorus Budget for the Culture of Indian Major Carps with Different Stocking Density 不同放养密度下印度鲤鱼养殖的碳、氮、磷收支
Pub Date : 2014-08-09 DOI: 10.4172/2157-7587.1000176
S. Adhikari, Pani Kc, B. Mishra, J. Jena, P. Jayasankar
Nutrient budget was performed for the culture of Indian major carps; Catla catla (catla), Labeo rohita (rohu) and Cirrhinus mrigala (mrigal) in twelve fishponds, each of 0.04 ha water area. The stocking densities of carps were 7,500; 10,000 and 12,500 no. /ha (four replications for each stocking density and the ratio of each species was 1:1:1) and the average weights of catla, rohu and mrigal fingerlings were 6.5 ± 0.5, 5.0 ± 0.4 and 3.5 ± 0.4 g, respectively. The culture period was six months. Cow dung@14,000 kg/ha/yr was applied fortnightly as manure. Urea@200 kg/ha/yr and single super  phosphate@300kg/ha/yr were applied fortnightly as fertilizers. The fish were fed with an admixture of groundnut oil cake and rice polish in the ratio of 1:1@2% body weight of their biomass. The budget showed that recovery (in terms of fish yield) of nitrogen (N) decreased from 43 to 24% and the same for phosphorus (P) also decreased from 16 to 9% with increase in stocking density. The recovery of organic carbon (OC) decreased from 28 to 16% with increase in stocking density from 7,500/ha to 12,500/ha. Effluent water (pond water at the time of harvest) accounted for 1.8 to 3.0% N, 2.5 to 4.0% P and 2.5 to 5.0% OC of the total inputs while bottom sediment accounted for 41 to 50% N, 70 to 75% P and 62 to 64% OC of the total inputs, respectively. Nutrient accumulation increased in both the effluent water and bottom sediment with increase in stocking density.
对印度鲤鱼的养殖进行了营养收支;12个鱼塘,每个鱼塘的面积为0.04公顷,分别为Catla Catla, Labeo rohita和Cirrhinus mrigala。鲤的放养密度为7500条;10000和12500不对。/ha(每种放养密度4个重复,每种放养比例为1:1:1:1),幼鱼、罗虎和再婚鱼种平均体重分别为6.5±0.5、5.0±0.4和3.5±0.4 g。培养期为6个月。每两周施用1 000公斤/公顷/年的牛粪dung@14。每两周施Urea@200 kg/ha/yr和单超phosphate@300kg/ha/yr。以花生油饼和米粉的混合物饲喂,比例为其生物量的1:1@2%。预算结果表明,随着放养密度的增加,氮(N)的恢复(以鱼产量计)从43%下降到24%,磷(P)的恢复也从16%下降到9%。随着放养密度从7500 /ha增加到12500 /ha,有机碳(OC)回收率从28%下降到16%。污水(收获时的池塘水)占总投入的1.8 ~ 3.0% N、2.5 ~ 4.0% P和2.5 ~ 5.0% OC,而底泥分别占总投入的41 ~ 50% N、70 ~ 75% P和62 ~ 64% OC。随着放养密度的增加,出水和底泥的养分积累均增加。
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引用次数: 4
Microbiology Water Quality of Three Coastal Beaches at Madeira Island, Atlantic Ocean 大西洋马德拉岛三个海岸海滩的微生物水质
Pub Date : 2014-08-06 DOI: 10.4172/2157-7587.1000175
G. Costaa, G. Caladob, F. Errab, M. Freitasa, K. Krehla, Pinheiro de Carvalhoc Maa
The microbial water quality of three different coastal beaches located in the south coast of Madeira Island, were monitored from May to December 2005 (Formosa and Sao Roque), and from October 2006 to June 2007 (Gavinas). Total and fecal coliforms and enterococci counts in two of the beach sites, showed a seasonal dependence, with highest values in autumn and winter suggesting a positive relationship with rainfall and a negative relationship with temperature. Of the three sampled beaches, Formosa beach showed the highest water quality and Sao Roque beach the poorest water quality. Impacted freshwater discharges and deficient water circulation in this recreational zone could be the causes for the lower quality of this beach. However beach rating was shown to be dependent on the indicator microbe chosen. The results obtained emphasized the need of differential sampling strategies according to beach specific characteristics, when assessing the water quality, as well as further sampling taking into consideration other variables, such as time of the day, tide, and microbial analysis of the freshwater inputs.
2005年5月至12月(福尔摩沙和圣罗克)和2006年10月至2007年6月(加维纳斯)监测了马德拉岛南海岸三个不同海岸海滩的微生物水质。两个海滩的总大肠菌群和粪便肠球菌数量呈季节依赖性,秋季和冬季最高,与降雨量呈正相关,与温度负相关。在三个取样的泳滩中,福尔摩沙泳滩水质最好,圣罗克泳滩水质最差。该康乐区受影响的淡水排放及水循环不足,可能是泳滩水质较差的原因。然而,海滩评级显示取决于所选择的指标微生物。所获得的结果强调,在评估水质时,需要根据海滩的具体特征采取不同的采样策略,并考虑到其他变量,如一天中的时间、潮汐和淡水输入的微生物分析。
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引用次数: 3
The Influence of Ceramic Far-Infrared Ray (cFIR) Irradiation on Water Hydrogen Bonding and its Related Chemo-physical Properties 陶瓷远红外辐射对水氢键及其相关化学物理性质的影响
Pub Date : 2014-08-05 DOI: 10.4172/2157-7587.1000174
Leung Tk, Lin Sl, Yang Ts, Yang Jc, Lin Ys
The property of water is highly related to the earth's environment and climate change. The fundamental dynamical process of water is include formation and breaking of hydrogen bonds. This dynamic process, so far, is still poorly understood. We investigated weakening of the hydrogen bonds of water after ceramic Far-Infrared Ray (cFIR) irradiation and the resulting effects on physical and chemical properties of water. In this study, the Fourier transform infrared spectroscopy (FT-IR) was used to explore hydrogen bonding change of cFIR-irradiated water; in addition, capillary viscometers, Gas Chromatographs (GC), Differential Scanning Calorimetry (DSC), contact angles, Franz cells,  High-Performance Liquid Chromatography (HPLC), and capillary electrophoresis analysis were used to evaluate its physical characteristics, such as viscosity, volatility, temperatures of water crystallization, surface tension, diffusion, hydrogen peroxide dissociation, solubility of solid particles, and changes in pH of acetic acid. The cFIR treated water decreased in viscosity and surface tension (contact angles), but increased in the solubility of solid particles, hydrogen peroxide dissociation, temperatures of water crystallization, and acidity of acetic acid. The weakening of water hydrogen bonds caused by cFIR  irradiation is correspondent with our previous medicalbiological studies on cFIR.
水的性质与地球环境和气候变化密切相关。水的基本动力学过程包括氢键的形成和断裂。到目前为止,人们对这一动态过程仍然知之甚少。研究了陶瓷远红外(cFIR)辐照后水的氢键减弱及其对水理化性质的影响。本研究利用傅里叶变换红外光谱(FT-IR)研究了cfr辐照水的氢键变化;此外,通过毛细管粘度计、气相色谱(GC)、差示扫描量热法(DSC)、接触角、Franz细胞、高效液相色谱(HPLC)和毛细管电泳分析,评价了其物理特性,如粘度、挥发性、水结晶温度、表面张力、扩散、过氧化氢解离、固体颗粒溶解度、醋酸pH变化等。cFIR处理后的水粘度和表面张力(接触角)下降,但固体颗粒的溶解度、过氧化氢解离、水结晶温度和醋酸酸度增加。cFIR辐照引起的水氢键的减弱与我们以往关于cFIR的医学生物学研究一致。
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引用次数: 12
Stress of Five Heavy Metals on the Resistance of Isolates from Swine Wastewater to Four Antibiotics 5种重金属对猪废水分离菌对4种抗生素耐药性的影响
Pub Date : 2014-06-30 DOI: 10.4172/2157-7587.1000173
Y. Ruan
Co-existence of heavy metals and antibiotics becomes increasingly common in environmental pollution. To investigate the stress of heavy metals on microbial resistance to antibiotics, fifty-six strains of bacteria were initially isolated from some swine water in Guangzhou city, based on their resistance to four antibiotics (cefradine, norfloxacin, amoxicillin, tetracycline) and five heavy metals (Pb2+, Cr(VI), Hg2+, Cu2+, Zn2+), a gram-negative isolate, Pseudomonas putida XX6, was selected to study the detail stress rules of heavy metals on its resistance to antibiotics. The antibiotics incidences of these isolates were in the order of norfloxacin>amoxicillin>cefradine>tetracycline, and that of P. putida XX6 was  cefradine>amoxicillin≈tetracycline>norfloxacin. The addition of heavy metals made all isolates’  resistance to antibiotics decrease, and Cr(VI) impacted their resistance to norfloxacin most obviously. If the concentration of heavy metals was the most important factor affecting the resistance of P. putida XX6 to the antibiotics? There was a positive correlation between the bacterial resistances to antibiotics and heavy metals of low concentrations, and the correlation turned to negative with the concentrations of heavy metals increasing. But the bacterial resistance to amoxicillin or cefradine remained irrelevant to the concentrations of Cr (VI) or Pb2+. Results showed that the combined effect of antibiotics and heavy metals could alter their individual effect on bio-toxicity as well as on the biological removal capability of pollutants.
重金属与抗生素共存在环境污染中越来越普遍。为探讨重金属对微生物抗生素耐药性的胁迫作用,从广州市部分猪水中初步分离出56株细菌,根据其对头孢拉定、诺氟沙星、阿莫西林、四环素等4种抗生素和5种重金属(Pb2+、Cr(VI)、Hg2+、Cu2+、Zn2+)的耐药情况,选取革兰氏阴性菌株恶臭假单胞菌XX6,研究重金属对其抗生素耐药性的胁迫作用。抗菌药物的发生率依次为:诺氟沙星>阿莫西林>头孢拉定>四环素,P. putida XX6的发生率依次为:头孢拉定>阿莫西林≈四环素>诺氟沙星。重金属的加入使各菌株对抗生素的耐药性下降,其中Cr(VI)对诺氟沙星耐药性的影响最为明显。重金属浓度是否是影响恶臭杆菌XX6对抗生素耐药的最重要因素?细菌对抗生素的耐药性与低浓度重金属呈正相关,随着重金属浓度的增加呈负相关。但细菌对阿莫西林或头孢拉定的耐药性与Cr (VI)或Pb2+浓度无关。结果表明,抗生素和重金属的联合作用可以改变它们对生物毒性的单独作用,也可以改变它们对污染物的生物去除能力。
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引用次数: 4
期刊
Journal of Waste Water Treatment and Analysis
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