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PhD Thesis Emmanuel Obeng Bekoe - Cranfield University

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43<br />

terms of accuracy, and the benefits of using distributed rather than lumped<br />

parameters are lost.<br />

However, despite the wide range of model types available, Singh & Woolhiser<br />

(2002) observed that frequently, the type of a model to be used or selected is<br />

dictated by the availability of data.<br />

3.2. Selection Criteria for choice of model<br />

Hydrological models can be data intensive tools requiring much input data<br />

(Singh & Woolhiser, 2002; & Viessman & Lewis, 2003) which often does not<br />

exist or are not available in full (Singh & Woolhiser, 2002). However, a simple<br />

empirical model might only require rainfall, temperature and streamflow data.<br />

Therefore to select a model to accomplish the objectives of this research<br />

(Chapter 1) in the Densu river basin, the following selection criteria set were<br />

formulated against which models could be assessed for suitability.<br />

• It must be a non-urban model that can simulate agricultural/rural areas<br />

because the Densu basin can be classified as agricultural (Chapter 2 Section<br />

2.4)<br />

• The model should be one that can be applied over a range of catchment<br />

sizes from medium to large catchments/basins (say 50km 2 up to 2600km 2 ) so<br />

that the Densu, and other smaller catchments within the sub region of West<br />

Africa, if found appropriate, could be modeled (i.e. catchment scale model)<br />

• Its spatial discretization should be semi distributed to enable both modelling<br />

in the lumped and semi-distributed modes.<br />

• It should be able to simulate baseflow which is an important component of<br />

the flow in perennial rivers in tropical catchments such as the Densu.<br />

• The minimum input data requirements for the model must be easily available<br />

i.e. meet the data gathered from a data-poor catchment such as the Densu<br />

Basin.<br />

<strong>Emmanuel</strong> <strong>Obeng</strong> <strong>Bekoe</strong> Phd <strong>Thesis</strong> Chapter 3 Catchment-Hydrol,& Model Selection

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