Articles | Volume 384
https://doi.org/10.5194/piahs-384-69-2021
https://doi.org/10.5194/piahs-384-69-2021
Pre-conference publication
 | 
16 Nov 2021
Pre-conference publication |  | 16 Nov 2021

Challenges of groundwater pollution and management in transboundary basins at the African scale

Issoufou Ouedraogo and Marnik Vanclooster

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Cited articles

Aller, L., Bennet, T., Leher, J. H., Petty, R. J., and Hackett, G.: DRASTIC: a standardized system for evaluating ground water pollution potential using hydrogeological settings, US Environmental Proctection Agency, Ada Oklahoma 74820, EPA 600/2-87-035, 662 pp., 1987. 
Altchenko, Y. and Villholth, K. G.: Transboundary aquifer mapping and management in Africa: a harmonised approach, Hydrogeol. J., 21, 1497–1517, https://doi.org/10.1007/s10040-013-1002-3, 2013. 
Bauder, J. W., Sinclair, K. N., and Lund, R. E.: Physiographic and land use characteristics associated with nitrate nitrogen-nitrogen in Montana groundwater, J. Environ. Qual., 22, 255–262, https://doi.org/10.2134/jeq1993.00472425002200020004x, 1993. 
Breiman, L.: Random forests, Mach. Learn., 45, 5–32, https://doi.org/10.1023/A:1010933404324, 2001. 
Ehteshami, M., Peralta, R. C., Eisele, H., Dear, H., and Tindall, T.: Assessing groundwater pesticide contamination to groundwater: a rapid approach, Ground Water, 29, 862–868, https://doi.org/10.1111/j.1745-6584.1991.tb00573.x, 1991. 
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The results of the study have shed light on the pollution problem of groundwater at the pan-African scale. We demonstrated the unambiguous link between population density (urban areas, agricultural activity) and pollution of groundwater. We showed that the machine learning techniques are promising for modelling groundwater degradation at the African scale because of its ability to provide meaningful analysis of nonlinear and complex relationships such as those found in hydrogeological studies.