"To not kick-on and to fall away the way that we did was pretty disappointing," Satterthwaite said after the loss.
New Zealand sent Australia in and the hosts made a strong start before the White Ferns struck at regular intervals to leave the match evenly poised with the Aussies 85 for three after 23 overs. Perry and Beth Mooney then put on 98 for the fourth wicket as Australia took control before Amelia Kerr produced a stunning over to bring New Zealand back into game.
The 18-year-old took three wickets in four balls, including Mooney for 42, to pump the brakes on the Australian innings. Perry however saw off the hat-trick ball in Kerr's following over and remained to anchor her side's innings.
Perry finally notched up her first ODI hundred in her 102nd match having previously passed 50 on 25 occasions. But for some more accurate fielding she should have been denied the century. Perry was dropped twice in her innings including on 97 when a well struck shot to deep mid-wicket went through the hands of Anna Peterson before rolling over the boundary rope on the penultimate ball of the innings to bring up the milestone.
New Zealand last claimed the Rose Bowl in 1999 and have lost 16 of the 17 series since with one drawn series in 2009.
It is the White Ferns third straight series defeat following a home loss to India last month and a 2-1 defeat to England in July. The third and final match of the series takes place in Melbourne on Sunday.