In fairness, at the onset of WWII, only the US had fully abandoned using horses in its logistical trains (save for terrain impassable by vehicle), although only the USSR used horse logistics in anywhere near the degree the Germans did. This can probably be partially attributed to persistent oil shortages in Germany.