The river was named by the explorer Frank Hann in 1896 after the surveyor William Frederick Rudall whom he met in the area while Hann was prospecting and Rudall was searching for men missing from the Calvert Expedition.
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Rudall River was originally named by Frank Hann who was one of the first Europeans to explore the area.