The groundwater quality and heavy metal contamination were evaluated in thirty palm farms, central Saudi Arabia using pollution indices, irrigation quality parameters, and multivariate statistical analyses. The results showed that the average values of TDS, Ca + , Na + , K + , Cl − , SO 4 2− , and F − were greater than the permissible limits of the WHO standards for drinking water. The groundwater facies types were Ca-Na-SO 4 -Cl (23 samples), Ca-Cl-SO 4 , (4 samples), and Ca-SO 4 -Cl type (3 samples). The groundwater quality index indicated that 15 groundwater samples were of good quality and 15 were of poor quality, whereas the metal index and heavy metal pollution index indicated that all samples were categorized as slightly affected and with low pollution, respectively. The variation is attributed to the increasing average values of some ions and decreasing HMs. The dissolution/precipitation of silicates, gypsum, and carbonates, and soil leaching were the natural factors affecting groundwater chemistry, whereas higher PO 4 3− , NO 3 − , F − , Pb, and Zn values in some samples may be attributed to human activities from the extensive use of fertilizers and pesticides on the investigated farms.