I had the luck of stumbling upon some original photos of the 1st Engineer Battalion training at Fort Devens, MA in March 1941. On top of their wool uniforms and leggings, they seem to be wearing overshoes, overcoats, and winter caps.
Training at Fort Devens, MA
The Smiley GI 