Annual and monthly rainfall records for three regions of the United Ki
ngdom and five locations in Australia have been examined with specific
regard to the frequencies of droughts and dry spells. It is shown tha
t plots of cumulative totals of precipitation tend to obey arc sine la
w behaviour and the excursions above and below the x axis fall within
the limits of patterns to be expected by chance. Runs of successive va
lues of negative anomalies from the monthly median were counted and th
eir mean and theoretical recurrence times computed. Chi-square tests s
uggested that the frequencies of runs were no more nor less than might
be expected from chance expectation in the United Kingdom. In Austral
ia the frequencies in the Perth, W. A., Adelaide, S. A., and Hobart, T
asmania records showed similar characteristics to those in the United
Kingdom. However in Melbourne and Sydney the frequencies of runs of ne
gative anomalies from the monthly median showed high significance > 1%
that they were more frequent than would be expected. This higher than
expected frequency of droughts and dry spells is attributed to the EN
SO factor. It is suggested that overall the occurrence of precipitatio
n events is a chance mechanism although some regions, notably southeas
t Australia, northeast Brazil and the Sahel are affected by climatical
ly forced mechanisms such as sea surface temperature anomalies, blocki
ng, over grazing etc. A discussion is offered of the meaning of ''natu
rally'' occurring drought in terms of physical interactions described
by nonlinear mathematical equations and alternatively in terms of casi
no probability.