It has also been shown that one can use their chakra to "skate" across the water surface, like an ice skater, instead of just walking or running. And, as noted by Jiraiya during Naruto: Shippūden Episode 14, the more one trains this technique the more they reach a state where they stand on water without even noticing it or basically even trying.