McInnes said that was a relatively mild low for the time of year as the average was 6.2C for Whanganui in July.
The northerly weather pattern was expected to give way to a westerly change on Wednesday bringing rain that could be heavy at times.
"It really depends on whether that flow changes direction on its way from the South Island as it crosses Cook Strait," McInnes said.
"At the moment, there are no strong wind warnings in place for the Whanganui region but I would advise that people should check the forecast daily."
A high of 16C and an overnight low of 7C is forecast for Wednesday and more rain with a high of 13C and an overnight low of 6C is forecast for Thursday when a southerly change is expected.
"The southerlies could be quite strong at times but they are likely to ease off on Friday morning and the rain is likely to reduce to a few showers," said McInnes.
A high of 13C is forecast for Friday with an overnight low of 6C.
The temperature on Saturday is also likely to reach a high of 13C when a cloudy day with southeasterly winds is forecast followed by a chilly overnight low of 4C.