The mud season in autumn and spring in Ukraine also has a big impact on the ability of the warring parties to launch offensives. While a network of hardened roads have made logistics much easier, cross-country assaults are still very much inhibited by the mud, keeping the attackers on the roads and thus much more vulnerable.