Anything looking cold probably *is* cold .... Open water and/or wind and below-zero temperatures are a truly chilling experience that can zap you of energy very quickly.
Over here we "enjoy" fairly cold weather at present, down to -30C inland and slightly 'warmer' towards the coast. Very little snow, about 1/2 m maximum.