Development of a Data Driven Model for Estimating Pollutant Levels

Name: Development of a Data Driven Model for Estimating Pollutant Levels
Brand: VDM Verlag
SKU: 9783639150346
Price: 304.61 RON
Availability: InStock

in Highway Stormwater Runoff

Autor: Tamar Opher

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Editura: VDM Verlag

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Pollutants accumulated on roads during dry periods§are washed off the surface during rainfall events...

Informații despre carte

Autor

Tamar Opher

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

144

EAN

9783639150346

ISBN

3639150341

Enbook ID

06823575

Editura

VDM Verlag

Greutate

222

Dimensiuni

152 x 229 x 9

Descriere completă

Pollutants accumulated on roads during dry periods§are washed off the surface during rainfall events,§presenting a potentially hazardous non-point§pollution source. Estimation of pollutant loads in§these runoff waters is required for developing§mitigation strategies, yet the numerous factors§involved and their complex interconnected influences§make straightforward assessment impossible. Data§driven models are especially suitable for this task.§The book starts with a review of pollutants in§highway runoff and their environmental effects,§followed by an account of the sources of these§pollutants and the factors affecting their§concentrations. The second part describes the§development and implementation of a coupled MT-GA§(Model Tree - Genetic Algorithm) model for the§prediction of event mean concentrations of selected§highway runoff pollutants. At first MT and GA§approaches are described and the development of the§coupled MT-GA model is portrayed. Finally the model's§performance is evaluated and compared with literature§results and sensitivity analysis is performed to§examine the relative significance of the influencing§factors and the model s response to changes in input§values.

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Development of a Data Driven Model for Estimating Pollutant Levels

in Highway Stormwater Runoff

Informații despre carte

Descriere completă

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Clienții care au cumpărat această carte au mai cumpărat și