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77
Use of Neural Networks to Forecast Time Series: River Flow Modeling
"... Abstract:- This paper presents an alternative approach to time series forecasting, through use of artificial neural networks (ANNs), a relatively new concept in hydrological research. Box and Jenkins ARMAX (autoregressive moving average with exogenous inputs) models have been widely used in modeling ..."
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in modeling various time series with satisfactory results. This study shows that ANNs can produce comparable, to ARMAX, and in some cases even, better forecasting results, especially for long-term prediction. By learning, through training, the underlying mapping of the time series, an ANN provides robust
A combination of Meteorological and Hydrological Models for Flood Forecasting applied to the upper river Po-basin
"... The present work deals with the coupling of meteorological models with a hydrological rainfall-runoff model for flood forecasting. In this interdisciplinary approach to mitigate hydrological disasters a rainfall-runoff model is forced by meteorological precipitation forecast from several different n ..."
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The present work deals with the coupling of meteorological models with a hydrological rainfall-runoff model for flood forecasting. In this interdisciplinary approach to mitigate hydrological disasters a rainfall-runoff model is forced by meteorological precipitation forecast from several different
Hydrology Days 2007 © Hydrology Days Stochastic modeling of Karasu River (Turkey) using the meth- ods of Artificial Neural Networks
"... Abstract: Engineering project design, environmental impact analysis and water re-sources problems, particularly hydrological simulation and forecasting often require the estimation of streamflow. Simulation and forecasting techniques of streamflow time series have been applied widely for determining ..."
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of the monthly mean streamflow of Karasu River located in the Upper Euphrates River Basin in the Eastern Anatolia part of Turkey. The ANN ap-proaches used in this study are well known one-hidden layer feed forward back propagation (FFBP) architecture trained with the error back propagation and a variant
Measuring Predictability of Daily Streamflow Processes Based on Univariate Time Series Model
"... Abstract: Predictability is an important aspect of the dynamics of hydrological processes. The predictability of streamflow processes can be estimated based on the multivariate approach, which takes multiple explanatory variables into consideration, or, based on a univariate time series approach, wh ..."
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, which measures the predictability on the basis of univariate streamflow itself. In this study we investigate the predictability of 31 daily average discharge series with different drainage areas observed in 8 river basins in Europe and northern America on the basis of univariate time series approach
GIUH Based Transfer Function for Gomti River Basin of India
"... Geomorphologic instantaneous unit hydrograph (GIUH) can be used as a transfer function for modeling the transformation of excess rainfall into surface runoff, in which excess rainfall is an excitation (i.e. production function) to the hydrologic system. These models can be used to predict / forecast ..."
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/ forecast the temporal variation of the surface runoff at the outlet of ungauged basin, which is useful in the hydrologic / environmental engineering applications. The present study deals with the geomorphometric investigation and provides an efficient solution approach to derive the GIUH based transfer
© Author(s) 2015. CC Attribution 3.0 License.
, 2015
"... www.hydrol-earth-syst-sci.net/19/3667/2015/ doi:10.5194/hess-19-3667-2015 ..."
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www.hydrol-earth-syst-sci.net/19/3667/2015/ doi:10.5194/hess-19-3667-2015
Hydrologic analysis and river-quality data programs: U.S. Geol. Survey Circ. 715-D (in pressl
, 1976
"... FOREWORD The American public has identified the enhancement and protection of river quality as an important national goal, and recent laws have given this commitment considerable force. As a consequence, a considerable investment has been made in the past few years to improve the quality of the Nat ..."
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benefits. To aid this endeavor, this circular series presents a case history of an intensive river-quality assessment in the Willamette River basin, Oregon. The series examines approaches to and results of critical aspects of riverquality assessment. The first several circulars describe approaches
Sociohydrosystem modeling for integrated water-resources managementdthe Herault catchment case study
- Environmental Modeling & Software
, 2004
"... Abstract: The research work presents a conceptual modelling framework for integrated water resources management at the scale of the river basin, developed in the frame of the European project GOUVERNe. This paper presents an attempt to develop an integrated model of a watershed to be used as a tool ..."
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Abstract: The research work presents a conceptual modelling framework for integrated water resources management at the scale of the river basin, developed in the frame of the European project GOUVERNe. This paper presents an attempt to develop an integrated model of a watershed to be used as a tool
Online Learning Process Management and Learners ’ Motivation: A Case Study of University of Yamanashi Virtual Academy
, 2012
"... Abstract: This paper presents a computer-based online learning strategy to assist in introducing and teaching hydrological modeling to different stake holders (Basic degree holders to postgraduates and also practicing engineers). As part of the online learning strategy, an interactive computer-based ..."
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-based instructional aid was specifically developed to assist distance learners to set up, run and analyze the output from a hydrological model developed by University of Yamanashi, Japan for prediction of river discharge and other hydrological outputs relevant to a river basin. The online learning strategy comprised
Mechanistic linkage of hydrologic regime to summer growth of age-0 Atlantic
, 2004
"... Abstract.—Significant reductions in juvenile stream salmonid growth have been observed in association with low summer flow, but underlying mechanisms are poorly understood and predictive power is limited. We conducted a stage-specific analysis of the relationship between summer flow and the growth o ..."
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with lower summer temper-atures in the upstream section. Our case study provides a framework for combining empirical and modeling approaches to quantify the potential impact of hydrologic change on fish growth and
Results 1 - 10
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77