Mammoth Hot Springs in Yellowstone National Park in late fall is at once very hot and very cold. The water that bubbles through the springs is heated to more than 160 degrees Fahrenheit and the surrounding snow where there is no hot water running is below freezing. The disparate elements create a stunning scene.