how do the dead plants such as barks and twigs catch fire and spread it to the forest
 

Twigs and barks are plenty in the forest. Also, since they are dead plants, they have no moisture in them which causes their ignition temperature to be very low. So if 1 catches fire, it will spread through the other dead leaves and twigs