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            <gco:CharacterString>2017 Surface and Groundwater SWSA</gco:CharacterString>
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        <gco:CharacterString>This GIS layer shows the outlines of the Strategic Water Source Areas (SWSAs) for surface water (SWSA-sw) and groundwater (SWSA-gw) that have been delineated as part of a Water Research Commission (WRC) project (K5/2431). Surface water SWSAs are defined as areas of land that supply a disproportionate (i.e. relatively large) quantity of mean annual surface water runoff in relation to their size. They include transboundary areas that extend into Lesotho and Swaziland. Groundwater SWSAs are areas which combine areas with high groundwater availability as well as where this groundwater forms a nationally important resource. The sub-national Water Source Areas (WSAs) are not nationally strategic as defined in the report but were included to provide a complete coverage.

Surface water dataset: Le Maitre, D.C., Seyler, H., Holland, M., Smith-Adao, L.B., Nel, J.L., Maherry, A. and Witthüser. K 2018. Strategic Water Source Areas for surface water (Vector data). One of the outputs of  the Identification, Delineation and Importance of the Strategic Water Source Areas of South Africa, Lesotho and Swaziland for Surface Water and Groundwater, WRC Report No TT 754/1/18, Water Research Commission, Pretoria, South Africa.

Groundwater dataset: Le Maitre, D.C., Seyler, H., Holland, M., Smith-Adao, L.B., Nel, J.L., Maherry, A. and Witthüser. K 2018. Strategic Water Source Areas for groundwater (Vector data). One of the outputs of the Identification, Delineation and Importance of the Strategic Water Source Areas of South Africa, Lesotho and Swaziland for Surface Water and Groundwater, WRC Report No TT 754/1/18, Water Research Commission, Pretoria, South Africa.</gco:CharacterString>
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        <gco:CharacterString>Surface water SWSAs are found in areas with high rainfall and produce most of the runoff. The SWSA-sw study identified 22 areas that were significant at the national level and a further nine that are significant at a sub-national level. They are important because they contribute considerably to the overall water supply of the country. These multi-purpose landscapes are key ecological infrastructure assets for South Africa, supporting growth and development needs. The effective protection of surface water SWSAs areas is vital for national security because a lack of water security will compromise national security and human well-being.

The Strategic Water Source Areas for groundwater (SWSA-gw) reflect areas that have high groundwater recharge and where the groundwater forms a nationally important resource. The areas are delineated for the purposes of research, and the outcomes are useful to national level planners and decision makers as an indication of the location of strategic groundwater sources and resources. Sub-national WSAs for groundwater were also identified.

The framework for management of the SWSAs promotes various best-practice groundwater management measures, such as the delineation of wellfield capture zones, and the incorporation of these in spatial planning processes. It is recommended that DWS prioritizes the SWSA-gw, along with other criteria (areas of sole supply, presence of stressed resources), for various management measures allowed for in the NWA, but not yet implemented.</gco:CharacterString>
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            <gco:CharacterString>The current boundaries for surface water SWSAs depend on a mean annual runoff (MAR) surface derived from a rainfall surface at 1’ x 1’ spatial resolution and rainfall-runoff relationships developed to quantify water resources for water resource planning. The use of a raster (gridded) data set to determine the MAR thresholds resulted in numerous scattered grid cells. This problem was addressed by consolidating the high MAR areas and removing the isolated cells. 

The first step was to select pixels or cell-level MAR thresholds of =135 mm and =75 mm. All pixels were converted to points. The points with MAR =135 mm were selected from all catchments in South Africa, Lesotho and Swaziland. Then the points with =75 mm in the Upper Vaal (Secondary catchments C1 and C8), Upper Usuthu (W5) and Waterberg (A4 and A5) were added to this dataset. All the other point values were set to zero to ensure that only the high MAR points were include in the next stage.  

The point MAR data set was converted to a density surface using the Kernel Density function in ArGIS and converted to a contoured surface with one surface for each density sampling radius (kernels). Density contours were generated from this surface and then individual contours were extracted and converted to polygons. These polygons were then split, where necessary, using catchment boundaries and the nationally strategic polygons (SWSAs) were selected and put into a new data set. Various combinations on density kernel radiuses and density thresholds were tested to identify the set of nationally strategic SWSA polygons which captured &gt;50% of the MAR for the smallest included area. A kernel density radius of 8 km and a kernel density threshold of 0.12 was selected as providing an appropriate balance between inclusion and exclusion of high MAR areas. 

The delineation of Strategic Water Source Areas for groundwater (SWSA-gw) was a manual task based on the overlap of five criteria relating to groundwater recharge, groundwater use, and groundwater control zones. 

A SWSA-gw can be defined as an area with high groundwater availability and where groundwater forms an important resource and is therefore delineated wherever criteria 1 or 2 overlap with criteria 3, 4 or 5. In addition, even if only criterion 5 is met, this area also is considered a SWSA-gw in order to include current and/or future groundwater sources to areas of national economic significance. The delineation took into account the underlying geology. The final boundaries were defined by the combination of these areas defined by the different criteria and digitized in where necessary. 

Available documentation:
Le Maitre, D.C., Seyler, H., Holland, M., Smith-Adao, L.B., Nel, J.L., Maherry, A. and Witthüser. K. (2018). Identification, Delineation and Importance of the Strategic Water Source Areas of South Africa, Lesotho and Swaziland for Surface Water and Groundwater. WRC Report No TT 754/1/18, Water Research Commission, Pretoria.

Nel, J.L., Le Maitre, D.C., Roux, D. J., Colvin, C., Smith, J. S., Smith-Adao, L.B., Maherry, A. and Sitas, N. (2017). Strategic water source areas for urban water security: Making the connection between protecting ecosystems and benefiting from their services. Ecosystem Services, 28: 251-259. doi: https://doi.org/10.1016/j.ecoser.2017.07.013.

Nel J., Colvin C., Le Maitre D., Smith J. and Haines I. (2013). South Africa’s Strategic Water Source Areas. CSIR Report No: CSIR/NRE/ECOS/ER/2013/0031/A, Natural Resources and the Environment, CSIR, Stellenbosch.

WWF. (2013). An introduction to South Africa’s Water Source Areas. World Wildlife Fund South Africa, Cape Town.

DWAF, 2006. Groundwater Resource Assessment II: Task 3aE Recharge. Version 2.0 Final Report. Department of Water Affairs and Forestry, Pretoria.</gco:CharacterString>
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