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The areas selected for study were Mpumalanga, Gauteng, and North West provinces in South Africa . Gauteng is the smallest province in South Africa, which covers an area of 18,178 square kilometres. Gauteng province is bordered by the North West, Limpopo, Free State, and Mpumalanga provinces.