A study has been conducted on the probabilistic dermal risk assessment for shallow groundwater users in agricultural settings, specifically in Saudi Arabia. However, it appears that similar research has also been focused on spatial variations and health risk assessment of heavy metal levels in groundwater, but in a different location, Qatar. The connection between the two studies is unclear.