Definitely. It all depends on the viscosity of the oil. As you raise the temperature, viscosity decreases. For every 10 degrees, it's one order of magnitude. For instance, weathered crude is 10,000 centipoise at 20° Celsius. Bitumen is 1 million centipoise at 20° Celsius. In order to reach the same viscosity, you have to raise the temperature of the bitumen to 40° Celsius to be equivalent to that of weathered crude at 20°.
The reason the viscosity comes into play is because of the physical transportation of the soil particles onto the bead. That is relative to the viscosity. Peeling chewing gum off of a warm sidewalk versus when it's -30° has a different effect. What we're talking about is the same thing.