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Runoff Data Articles & Analysis

46 articles found

Navigating the Future: The role of data in water resources management

Navigating the Future: The role of data in water resources management

For example, flood risk assessment relies on rainfall, runoff, land use, and topography data to model flood events and identify areas at risk. ...

ByIWA Publishing


Differences in water balance between grassland and forest watersheds using long-term data, derived using the CoupModel

Differences in water balance between grassland and forest watersheds using long-term data, derived using the CoupModel

To quantify the role of land cover during a period of climate change, the runoff response is studied for Plynlimon in Wales, UK. The main objective was two-fold: (i) to create a protocol for modeling water balance on a daily basis; and (ii) to describe the extent to which the impact of land-use changes can be identified and supported by the long-term monitoring ...

ByIWA Publishing


Modeling BMP’s in Sensitive Areas with xpswmm - King’s Beach Watershed Improvement Project - Case Study

Modeling BMP’s in Sensitive Areas with xpswmm - King’s Beach Watershed Improvement Project - Case Study

However, the clarity of the Lake has been declining since the mid-1960s because of the deposition of fine particles and nutrients from urban runoff and the growth of aquatic organisms that feed off the nutrients in the runoff (U.C. ...

ByInnovyze


Hydrological model parameterization using NDVI values to account for the effects of land cover change on the rainfall–runoff response

Hydrological model parameterization using NDVI values to account for the effects of land cover change on the rainfall–runoff response

Classic rainfall–runoff models usually use historical data to estimate model parameters and mean values of parameters are considered for predictions. ...

ByIWA Publishing


Evaluation of statistical distributions to analyze the pollution of Cd and Pb in urban runoff

Evaluation of statistical distributions to analyze the pollution of Cd and Pb in urban runoff

Heavy metal pollution in urban runoff causes severe environmental damage. Identification of these pollutants and their statistical analysis is necessary to provide management guidelines. In this study, 45 continuous probability distribution functions were selected to fit the Cd and Pb data in the runoff events of an urban area during October ...

ByIWA Publishing


Modelling of runoff and sediment yield using ANN, LS-SVR, REPTree and M5 models

Modelling of runoff and sediment yield using ANN, LS-SVR, REPTree and M5 models

In this study, the performance evaluation of five machine learning models, namely, ANNLM, ANNSCG, least square-support vector regression (LS-SVR), reduced error pruning tree (REPTree) and M5, was carried out for predicting runoff and sediment in the Pokhariya watershed, India using hydro-meteorological variables as input. ...

ByIWA Publishing


Use of auxiliary data of topography, snow and ice to improve model performance in a glacier-dominated catchment in Central Asia

Use of auxiliary data of topography, snow and ice to improve model performance in a glacier-dominated catchment in Central Asia

Whether coupling auxiliary information (except for conventional rainfall–runoff and temperature data) into hydrological models can improve model performance and transferability is still an open question. ...

ByIWA Publishing


Historic record of pasture soil water and the influence of the North Atlantic Oscillation in south-west England

Historic record of pasture soil water and the influence of the North Atlantic Oscillation in south-west England

The North Wyke Farm Platform for sustainable grassland research in south-west England contains infrastructure measuring soil moisture and field runoff. Its time series of sensor data is used to validate the parsimonious SH2O-NW model for soil water at field-scale. Thirty-four years of daily soil moisture and runoff is simulated, and used to ...

ByIWA Publishing


The multi-time-scale correlations for drought–flood index to runoff and North Atlantic Oscillation in the headstreams of Tarim River, Xinjiang, China

The multi-time-scale correlations for drought–flood index to runoff and North Atlantic Oscillation in the headstreams of Tarim River, Xinjiang, China

The multi-time-scale correlations for the drought–flood index to annual runoff and North Atlantic Oscillation (NAO) in the past 50 years were analyzed by collecting monthly precipitation and annual runoff data and employing the methods of the Z index and wavelet analysis in the headstreams of the Tarim River. ...

ByIWA Publishing


Hybrid wavelet-support vector machine approach for modelling rainfall–runoff process

Hybrid wavelet-support vector machine approach for modelling rainfall–runoff process

Because of the importance of water resources management, the need for accurate modeling of the rainfall–runoff process has rapidly grown in the past decades. Recently, the support vector machine (SVM) approach has been used by hydrologists for rainfall–runoff modeling and the other fields of hydrology. ...

ByIWA Publishing


A comparison of two infiltration models applied to simulation of overland flow over a two-dimensional flume

A comparison of two infiltration models applied to simulation of overland flow over a two-dimensional flume

In this study, the Holtan model is coupled to an existing overland flow model, originally using Horton's model to account for infiltration, in an attempt to improve the prediction of runoff. For calibration and validation, experimental data from a two-dimensional flume which is incorporated with hillslope configuration have been used. ...

ByIWA Publishing


Modeling of daily runoff from a small agricultural watershed using artificial neural network with resampling techniques

Modeling of daily runoff from a small agricultural watershed using artificial neural network with resampling techniques

An attempt was made to relate the continuously monitored runoff data from the sub-watersheds and the whole-watershed with the rainfall and temperature data using the artificial neural network (ANN) technique. The reported study also evaluated the bias in the prediction of daily runoff with shorter length of training ...

ByIWA Publishing


Application of satellite-derived rainfall for hydrological modelling in the data-scarce Black Volta trans-boundary basin

Application of satellite-derived rainfall for hydrological modelling in the data-scarce Black Volta trans-boundary basin

This study, conducted in the Black Volta basin of Ghana, determined how well TRMM Multi-Satellite Precipitation Analysis (TMPA) data compare with rain gauge measurements. The potential of using the TMPA data as inputs into a hydrological model for runoff simulation in a data-scarce basin was also assessed. Using a ...

ByIWA Publishing


Integrating synthetic flood data for selection of regional frequency distribution

Integrating synthetic flood data for selection of regional frequency distribution

The regional average coefficients may be significantly biased for a region with inadequate hydrometric data. The objective of this study is to select suitable regional frequency distributions in previously identified five hydrologic homogeneous regions of Nepalese territory with larger focus on data-scarce regions. Incorporation of synthetic flood ...

ByInderscience Publishers


Fate of hydrocarbon pollutants in source and non-source control sustainable drainage systems

Fate of hydrocarbon pollutants in source and non-source control sustainable drainage systems

Sustainable drainage (SuDs) is an established method for managing runoff from developments, and source control is part of accepted design philosophy. ...

ByIWA Publishing


A field study to evaluate the impact of different factors on the nutrient pollutant concentrations in green roof runoff

A field study to evaluate the impact of different factors on the nutrient pollutant concentrations in green roof runoff

The objectives of this study are to investigate the impact of different factors on the nutrient pollutant concentrations in green roof runoff and to provide reference data for the engineering design of dual substrate layer green roofs. The data were collected from eight different trays under three kinds of artificial rains. ...

ByIWA Publishing


A sheet erodibility parameter for water erosion modeling in regions with low intensity rain

A sheet erodibility parameter for water erosion modeling in regions with low intensity rain

Soil erodibility reflects the soil effect on the detachment process by rainfall and runoff; an evaluation of this parameter for single storm events was carried out using natural runoff plot data collected for two rainfall seasons in northern Iraq. ...

ByIWA Publishing


Experimental analysis of green roof substrate detention characteristics

Experimental analysis of green roof substrate detention characteristics

Green roofs may make an important contribution to urban stormwater management. Rainfall-runoff models are required to evaluate green roof responses to specific rainfall inputs. ...

ByIWA Publishing


State-space adjustment of radar rainfall and skill score evaluation of stochastic volume forecasts in urban drainage systems

State-space adjustment of radar rainfall and skill score evaluation of stochastic volume forecasts in urban drainage systems

Merging of radar rainfall data with rain gauge measurements is a common approach to overcome problems in deriving rain intensities from radar measurements. ...

ByIWA Publishing


A normalized regression based regional model for generating flows at ungauged basins

A normalized regression based regional model for generating flows at ungauged basins

While the existing methodology used hydrological, meteorological and geomorphologic input data, the proposed model requires hydrological and geomorphologic input data only. ...

ByIWA Publishing

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