Define your states by observing the no.of days it rains(state R) or Dry State (D).The rainy or Dry days represent the possible states of the Markov chain.Analyze your state transitions eg. DD,DR,RD,RR and use probability theory to estimate the transition probabilities of moving from one state to another.