These percentiles were chosen, as droughts are recurrent about every 5 years, and livestock insurance efforts in the region use the 20th percentile as a threshold for insurance payouts [48,49]. Contingency Table 1 was created from the events, using CHIRPS to classify the `observed’ events. ...