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Agrohydrological analysis of waterlogging impacts and mitigation in Ethiopia
Wakjira MT +4 more
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INDUCTIVE LEARNING APPROACHES TO RAINFALL-RUNOFF MODELLING
International Journal of Neural Systems, 2000Trying to model the rainfall-runoff process is a complex activity as it is influenced by a number of implicit and explicit factors — for example, precipitation distribution, evaporation, transpiration, abstraction, watershed topography, and soil types.
Christian W. Dawson +2 more
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World Environmental and Water Resources Congress 2008, 2008
In many regions where rainfall runoff models are required, there is a lack of streamflow data available to calibrate the model parameters. Along with streamflow data simply not being recorded, there are many reasons for a lack of a suitable data set for model calibration, such as significant modifications to catchment characteristics, or long periods ...
Matthew S. Gibbs +2 more
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In many regions where rainfall runoff models are required, there is a lack of streamflow data available to calibrate the model parameters. Along with streamflow data simply not being recorded, there are many reasons for a lack of a suitable data set for model calibration, such as significant modifications to catchment characteristics, or long periods ...
Matthew S. Gibbs +2 more
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GIS for Distributed Rainfall — Runoff Modeling
1996In this chapter the rainfall-runoff phenomenon is considered emphasizing the role assumed by the runoff production. Through the use of GIS, capable of managing and storing a great amount of data, different mechanisms of runoff production are analyzed. In particular a modified and spatially distributed version of TOPMODEL, which is capable of modeling ...
COLOSIMO C, MENDICINO, Giuseppe
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Rainfall-runoff processes and modelling
Journal of Hydraulic Research, 1996Hydrological studies of rainfall-runoff processes provide the basis for estimating design flows for urban stormwater drainage systems which control floods and the transport of sediments and polluta...
Geoffrey O'Loughlin +2 more
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2011
Due to their relatively low costs, there are more rain gauges than river flow stations. In addition, rainfall records are usually much longer than river flow records. As a result, rainfall runoff modelling helps flood engineers to convert rainfall records into river flows.
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Due to their relatively low costs, there are more rain gauges than river flow stations. In addition, rainfall records are usually much longer than river flow records. As a result, rainfall runoff modelling helps flood engineers to convert rainfall records into river flows.
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ANFIS and NNARX based rainfall-runoff modeling
2008 IEEE International Conference on Systems, Man and Cybernetics, 2008Modeling of non-linearity and uncertainty associated with rainfall-runoff process has received a lot of attention in the past years. Recently artificial intelligence techniques are used for hydrological time series modelling. Earlier studies showed this approach is effective, still there are concerns about how these techniques perform efficiently to ...
Renji Remesan +3 more
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Neural nets for modelling rainfall-runoff transformations
Water Resources Management, 1995To obtain river flow data, a neural network (NN) is developed and applied to rainfall-runoff transformation. The NN has been built considering a hidden two layer net and the sigmoidal has been used as a response function. Training is conducted using a back-propagation learning rule. In the input layer, both areal and point data values may be considered.
LORRAI M., SECHI, GIOVANNI MARIA
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2012
authoritative text, first published in 2001. The book provides both a primer for the novice and detailed descriptions of techniques for more advanced practitioners, covering rainfall-runoff models and their practical applications. This new edition extends these aims to include additional chapters dealing with prediction in ungauged basins, predicting ...
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authoritative text, first published in 2001. The book provides both a primer for the novice and detailed descriptions of techniques for more advanced practitioners, covering rainfall-runoff models and their practical applications. This new edition extends these aims to include additional chapters dealing with prediction in ungauged basins, predicting ...
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A Distributed Rainfall-Runoff Model
1982Design, construction and operation of hydraulic works always re quire a previous determination of a maximum flood for a given frequency. When it is desired to forecast changes on the output hydrographs due to alterations in the morphology or land use of the watersheds, the methods at present available are, in general, of limited applicability.
F. J. Aparicio, M. Berezowsky
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