Irregular droughts are the main reason for serious yield reductions in tropical agriculture, with sometimes very serious consequences. These “agricultural droughts” are defined and delimited in relation to normal rainfall conditions, to which traditional agricultural production systems are fully adapted. Examples from East Africa and Malaysia, tropical areas which differ climatically and in the availability of climatic data, illustrate that it is necessary to use different statistical methods to estimate the probability of agricultural droughts.