Extremes of water temperatures limit the presence of various fishes in
streams and lakes. Upper extreme water temperatures and their uncerta
inties are determined by several statistical methods from a large fiel
d database. There are over 140 000 weekly mean fish/stream temperature
matched pairs in the database. Three different techniques are employe
d to estimate upper extremes of habitat temperatures for 12 fish speci
es. To quantify the uncertainty of the estimated extremes the bootstra
p method, the method of moments and the residual method are applied. T
he data above the maximum growth temperature are matched well by a typ
e III extremal or a three-parameter lognormal distribution. Standard e
rror of the estimated extreme habitat temperatures depends on species
and varies from 0.1 degrees C to 0.6 degrees C at the 95% cumulative p
robability of occurrence.