Watson, who returned to the Australia line-up for this tour after being out since last November with a back injury, had also been scheduled to return to bowling on Friday morning (EST).
But he strained his groin while batting and did not take the field.
The injury dashed Watson's plans to head to South Africa for an Indian Premier League stint. Instead he will fly home on Friday for rehabilitation.
Watson hurt as Aussies thrashed - Cricket - Fox Sports
This guy has a heap of talent but my God he gets injured a lot. Lost count what his latest injury puts him at. Have to wonder how long our selectors will stick with him as he just can't seem to stay on the field for more than 1 series.