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Reainfall data, soils map and tophographic maps at scale 1: 25,000 also were used as an ancillary data. This dataset covers the period from 1993-2002 and the whole of southern Africa at a spatial resolution of 0.1 degree longitude/latitude. Resolution may be in four aspects i.e. spatial, spectral, radiometric and temporal (Lillesand and Keifer, 1994). Image fusion can be defined as the process of dealing with data and information from multiple sources to achieve refined/improved information for decision making.

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