Willial,
The first sentence of the abstract answers your question.
http://journals.ametsoc.org/doi/abs/10.1175/JCLI-D-12-00502.1
The study investigated "trends in annual maximum daily precipitation".
The rainfall was greater because it was heavier (more intense).
