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| 1 | Precipitation-runoff simulation for a Himalayan River Basin, India using artificial neural network algorithms显示文摘In the Himalayan regions, precipitation-runoff relationships are amongst the most complex hydrological phenomena, due to varying topography and basin characteristics. In this study, different artificial neural networks (ANNs) algorithms were used to simulate daily runoff at three discharge measuring sites in the Himalayan Kosi River Basin, India, using various combinations of precipitation-runoff data as input variables. The data used for this study was collected for the monsoon period (June to October) during the years of 2005 to 2009. ANNs were trained using different training algorithms, learning rates, length of data and number of hidden neurons. A comprehensive multi-criteria validation test for precipitation-runoff modeling has been undertaken to evaluate model performance and test its validity for generating scenarios. Global statistics have demonstrated that the multilayer perceptron with three hidden layers (MLP-3) is the best ANN for basin comparisons with other MLP networks and Radial Basis Functions (RBF). Furthermore, non-parametric tests also illustrate that the MLP-3 network is the best network to reproduce the mean and variance of observed runoff. The performance of ANNs was demonstrated for flows during the monsoon season, having different soil moisture conditions during period from June to October. | Ray Singh Meena Ramakar Jha Kishanjit Kumar Khatua | 2013 | Research in Cold and Arid Regions2013，5，1： | 2 |
| 2 | Estimation of discharge and its distribution in compound channels显示文摘Results of research into a compound channel having width ratio(?)in excess of 11 are presented in the form of boundary shear distributions across the compound cross section.New relationship is derived between the percentage of shear carried by the flood plains(%)fp S and the percentage of area occupied by the flood plains(%)fp A.The equation so derived is taken as the basis to develop a new methodology to predict the stage discharge relationship specifically for wide compound channels using Darcy’s friction factor(f)for the main channel and flood plain regions.The methodology also is used for compound channels with smaller width ratios by applying the appropriate relation for%fp S derived earlier by different researchers and seems to work well.Next,as a corollary to the methodology,separate formulae are proposed to estimate flow distribution in main channel and flood plain regions.The proposed method and its corollary are tested for their validity against well-published small-scale data series of previous researchers along with some large-scale data series from EPSRC-FCF(A-Series)compound channel experiments and very good agreement is observed between the measured values and predicted values for total flow as well as zonal distribution of flow.The methodology is also applied to some compound river section data published in literature and is found to serve well the purpose of predicting flow in real world application.This new method gives the least RMS value of error for discharge prediction compared with some other well-known methods used for estimating stage-discharge relation in compound channels by considering all data sets. | MOHANTY Prabir Kumar KHATUA Kishanjit Kumar | 2014 | Journal of Hydrodynamics2014，26，1： | 2 |
| 3 | Physi- cal and chemical interactions in melt mixed nylon-6/ EVOH blends显示文摘 | Artzi N Khatua B B Tchoudakov R | 2004 | Journal of Macromolecular Sci- ence-physics2004，43，3： | 1 |
| 4 | Overexpression of the EGFR/FKBP12/HIF-2alpha pathway identified in childhood astrocytomas by angiogenesis gene profiling显示文摘 | Khatua S Peterson K M Brown K M | 2003 | CancerRes2003，63，8： | 1 |
| 5 | Treatment of primary CNS germinomatous germ cell tumors with chemotherapy prior to reduced dose whole ventricular and local boost irradiation 显示文摘 | Khatua S Dhall G O' Neil S | 2010 | Pediatr Blood Cancer2010，55，1： | 1 |
| 6 | Effect of organoclay platelets on morphology of nylon-6 and poly (ethylene-ran-propylene) rub ber blends显示文摘 | Khatua B B Lee D J Kim H Y | 2004 | Macromolecules2004，37，： | 1 |
| 7 | Spontaneous formation of gel emulsions in organic solvents and commercial fuels induced by a novel class of amino acid derivatized surfactants显示文摘 | Khatua D Dey J | 2005 | Langmuir2005，21，： | 1 |
| 8 | Effect of organoclay platelets on morphology of nylon-6 and poly(ethylene-ran-propylene) rubber blends显示文摘 | Khatua B B Lee D J Kim H Y | 2004 | Macromoleeules2004，37，7： | 1 |
| 9 | Direct Dizinc Displacement Approach for Efficient Detection of Cuz + in Aqueous Media: Acetate Versus Phenolate Bridging Platforms显示文摘 | Khatua S Kang J Churchill D G | 2010 | New J Chem2010，34，6： | 1 |
| 10 | Thousand-fold enhancement of single-molecule fluorescence near a single gold nanorod 显示文摘 | YUAN H KHATUA S ZULSTRA P | 2013 | Angewandte Chemie International Edition2013，52，4： | 1 |
| 11 | Characterization of Micelle Formation of Dodecyldimetlayl-N-2-Phenoxyethylammonium Bromide in Aqueous Solution显示文摘 | Dibyendu Khatua Abhisek Gupta Joykrishna Dey | 2006 | Journal of Colloid and lnterJace Science2006，298，1： | 1 |
| 12 | Effect of organoclay platelets on morphology of nylon-6 and poly(ethylene-ran-propylene) rubber blends显示文摘 | Khatua B B Lee D J Kim H Y | 2004 | Macromolecules2004，37，7： | 1 |
| 13 | Treatment of primary CNS germinomatous germ cell tumors with chemotherapy prior to reduced dose whole ventricular and local boost irradiation 显示文摘 | Khatua S Dhall G O'Neil S | 2010 | Pediatr Blood Cancer2010，55，： | 1 |
| 14 | Effect of organoclay platelets on morphology of nylon-6 and poly(ethyleneran-propylene) rubber b/ends 显示文摘 | Khatua B B Lee D J Kim H Y | 2004 | Macromotecutes2004，37，7： | 1 |
| 15 | Antioxidant and nitric oxide synthase activation properties of water soluble polysaccharides from Pleurotus florida显示文摘 | Saha Subarna Khatua Somanjana Paloi Soumitra Acharya Krishnendu | 2013 | International Journal of Green Pharmacy2013，7，3： | 1 |
| 16 | Triangular element for multiplayer sandwich plates显示文摘 | CHEUNG Y K | 1972 | ASCE Journal of the Structural Division1972，98，： | 1 |
| 17 | Polysaccharide -rich fraction of Termitomyces eurhizus accelerate heal-ing of indomethacin induced gastric ulcer in mice显示文摘 | Chatterjee A Khatua S Chatterjee S | 2013 | Glycoconjugate Journal2013，30，8： | 1 |
| 18 | Synergistic Effect of Nanoclay and EPR-g-MA on the Properties of Nylon6/EPR Blends显示文摘 | Mallick Sumana Das Tanya Das C.K Khatua B.B | | 0，，05： | 1 |
| 19 | dPhys Chem C显示文摘 | Khatua S Manna P Chang W S | 2010 | 114(16): 72512010，114，16： | 1 |
| 20 | Sialylafion of outer membrane porin protein D : a mechanistic basis of anti- biotic uptake in Pseudomonas aeruginosa显示文摘 | KHATUA B VAN V J CHOUDHURY B P | 2014 | Molecular & Cellular Preteomics2014，13，6： | 1 |
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