Tires with large studs are necessary for more grip.
 
You also get rid of the mud more easily while cycling. Try to stay on your saddle as long as possible to prevent your rear wheel from slipping. For good braking effect, brake lightly regularly to remove mud.
 
Of course you spend more time on maintenance after the tour. Especially the chain and cables deserve extra attention.