The two imagery packages chosen for this study are of “moderate resolutions” and are understood as a balance between the advantages of multispectral resolution satellite data and hyperspectral data (Mutanga et al., 2012). The SPOT-6 data is freely available to government and academic institutions in South Africa and other African countries through the South African National Space Agency (SANSA), through the SPOT Data Direct Receiving Station Supply, Reception and Distribution (DRS) agreement which they signed with the Airbus Defence and Space Systems Data (van Zwieten, 2014), on the other hand, the WorldView-2 is available at a price. Therefore, this study also sought to understand if it is advisable for LULC mappers from across the continent to use the freely available SPOT data or to go on procure the higher resolution data such as WorldView-2 when seeking to map mountainous …show more content…
LULC types as components of landscapes present some difficulties when being distinguished from a remote sensing perspective, particularly on an uneven terrain. The complexities characterising LULC dynamics on uneven terrains (mountainous landscapes) are due to the variations in terms of the distribution elements such as rain and sunlight as a result of the inconsistencies of landscape altitudes, slope and aspect leading to heterogeneity of vegetation and other components of the ecosystem (Salman et al., 2002; Wondie et al.,