Kd. Gawne et Sp. Simonovic, A COMPUTER-BASED SYSTEM FOR MODELING THE STAGE-DISCHARGE RELATIONSHIPS IN STEADY-STATE CONDITIONS, Hydrological sciences journal, 39(5), 1994, pp. 487-506
In order to support the effort of Environment Canada directed to the a
utomation of surface water quantity data management, an Intelligent De
cision Support System (IDSS), to be used to create, develop and mainta
in stage-discharge (S-D) rating curves, is in the final stage of devel
opment. Environment Canada is the agency responsible for establishing
gauging stations and monitoring streamflow in Canada. Hydraulic data s
uch as stage and discharge are measured at these stations and used for
the development of S-D rating curves. These in turn are cross-referen
ced with continuous water level recordings to generate daily stream di
scharges. The current procedure for establishing S-D curves used by En
vironment Canada is subjective, due to the manual labour involved in t
he plotting of measurements, analysing of data points and decision mak
ing to alter or update an existing curve. The IDSS computer system is
based on the concept of representing rating curves with mathematical m
odels or equations. The paper describes the main characteristics of th
e modelling module of the IDSS. Linear regression is the modelling tec
hnique used within the IDSS together with power and Box-Cox transforma
tions introduced to achieve linearity of the data. Within the module p
resented in the paper, the generation of multiple S-D curves is combin
ed with comprehensive statistical and multi-objective analyses in orde
r to select an optimal mathematical model or equation.