My seven month old daughter was having the same issue at naps and bedtime. She's a tummy sleeper and heavy wetter. I've switched to double stuffed hemp for naps and fitteds for overnight.
Proud mommy to PJ, born 6/23/2012
and CR, born 8/11/2014
, wife to CE, since 9/20/08