Significance of tank car colors prior to 1950 - Model Railroader Magazine

I'm sorry if this has been discussed before.  Prior to the 50s tank cars were mostly painted either black or silver.  Was there a general reason for this?  Was it to distinguish them visually from a distance from boxcars, which were mostly reds and browns?