B. Naghavi et al., DEVELOPMENT OF 24-HOUR RAINFALL FREQUENCY MAPS FOR LOUISIANA, Journal of irrigation and drainage engineering, 119(6), 1993, pp. 1066-1080
Maximum annual 24-hour rainfall maps for return periods of 2, 5, 10, 2
5, 50, and 100 years were developed by using hourly precipitation data
. Data from 92 rain gauges for the period of 1948 to 1987 were compile
d and combined into 26 synthesized stations. Log-Pearson Type 3 distri
bution (LPEAR3) with parameter estimation by the method of moments (MO
M) was used to compute the 24-hour rainfall quantiles. This combinatio
n was found to be the best for the Louisiana rainfall data. The new is
ohyetal maps were compared to the U.S. Weather Bureau Technical Paper
40 (TP-40) maps using the performance indices of the standardized mean
square error (MSE) and the standardized bias. On the average, for all
of the 26 synthesized stations corresponding to six return periods, t
he new maps reduced the MSE by 58% and the bias by 80%, as compared to
the TP-40 maps. Application of the predicted quantiles to the Soil Co
nservation Service (SCS) runoff model showed that the computed runoff
was equally sensitive to both parameters, rainfall input, and the curv
e number, of the SCS rainfall-runoff model.