Rural poverty and Food insecurity mapping at district level for improved agricultural water management in the Limpopo River Basin

The study maps rural poverty and food insecurity at the district level across Botswana, Mozambique, South Africa, and Zimbabwe from 2003 to 2013. It finds that while CPWF-LBDC research sites are generally located in poor areas, they are not always in the poorest districts. The report emphasizes that female- and child-headed households are the most vulnerable across all four countries and argues that poverty indices should be a primary factor in selecting sites for AWM interventions to effectively reduce food insecurity and poverty.

• Poverty incidence in the Limpopo River Basin is generally higher than national averages, with the exception of Botswana.
• Female-headed households consistently experience higher rates of poverty and food insecurity than male-headed households across all four basin countries, reflecting disparities in access to land and water.
• There is a positive correlation between aridity and poverty, with poverty incidence appearing higher in the drier regions of the basin.
• Current CPWF-LBDC research sites are located in target poor areas, but they do not necessarily coincide with the districts exhibiting the absolute highest poverty levels.
• Poverty and food insecurity maps serve different policy purposes: food insecurity maps reflect short-term, seasonal conditions suitable for relief efforts, while poverty maps reflect structural asset deprivation suitable for long-term development planning.
• In South Africa, the districts with the highest poverty levels overlap with areas of subsistence farming, specifically within the Limpopo Basin portion.
• Between 2002/2003 and 2009/2010, the proportion of people living below the US$1.25/day poverty line declined in Botswana, Mozambique, and Zimbabwe, but increased slightly in South Africa.
• District-level poverty data can be misleading as it often masks 'poverty pockets' within districts that appear relatively well-off, potentially leading to poorly targeted AWM schemes.

APA

Magombeyi, M. S., Taigbenu, A. E., & Barron, J. (2013). Rural poverty and Food insecurity mapping at district level for improved agricultural water management in the Limpopo River Basin. Stockholm Environment Institute. https://www.sei.org/mediamanager/documents/Publications/Air-land-water-resources/sei-report-cpwf-tagmi-limpopo.pdf

Chicago

Magombeyi, Manuel S., Akpofure E. Taigbenu, and Jennie Barron. Rural poverty and Food insecurity mapping at district level for improved agricultural water management in the Limpopo River Basin. Stockholm Environment Institute, 2013. https://www.sei.org/mediamanager/documents/Publications/Air-land-water-resources/sei-report-cpwf-tagmi-limpopo.pdf.

Wikipedia

{{cite report |last1=Magombeyi |first1=Manuel S. |last2=Taigbenu |first2=Akpofure E. |last3=Barron |first3=Jennie |title=Rural poverty and Food insecurity mapping at district level for improved agricultural water management in the Limpopo River Basin |publisher=Stockholm Environment Institute |date=2013 |url=https://www.sei.org/mediamanager/documents/Publications/Air-land-water-resources/sei-report-cpwf-tagmi-limpopo.pdf |access-date=23 October 2026 |via=Climate Insights Directory}}

BibTeX

@techreport{magombeyi2013rural, author = {Magombeyi, Manuel S. and Taigbenu, Akpofure E. and Barron, Jennie}, title = {{Rural poverty and Food insecurity mapping at district level for improved agricultural water management in the Limpopo River Basin}}, institution = {Stockholm Environment Institute}, year = {2013}, url = {https://www.sei.org/mediamanager/documents/Publications/Air-land-water-resources/sei-report-cpwf-tagmi-limpopo.pdf}, urldate = {2026-10-23}, note = {Indexed by Climate Insights Directory} }