The area's seven neighbourhood policing teams have urged drivers to take care on the roads, warning of widespread black ice.
Officers said: "15 RTCs are currently being dealt with. Drive slowly, black ice in most places."
Temperatures are forecast to hover above freezing, reaching a maximum of four degrees Celsius, for the rest of the day, according to the Met Office.
Showers, with some sleet, are also expected.