A functional model of a ditch ecosystem has been developed, aimed at d
escribing the relation between nutrient input and water quality and do
minant vegetation in drainage ditches. Its aim is the derivation of th
e 'critical nutrient loading' for a shift from submerged vegetation to
duckweed dominance. The model, called PCDitch, describes the competit
ion between several functional groups of macrophytes, as well as algae
. The macrophyte groups were defined according to the layer(s) in whic
h they grow: submerged, floating or emergent, rooted or non-rooted. Th
e model also includes the cycling of nutrients within the water, the s
ediment top layer and the vegetation. The model has been applied to th
e data of 8 experimental ditches located at Renkum (The Netherlands),
which received different levels of nutrient loading during 4 years. Th
e controls and the low-and medium-loaded ditches remained dominated by
submerged plants, while in the high-loaded ones a dense cover of duck
weed developed. In the sand ditches, submerged biomasses were lower th
an in the respective clay ditches. An optimization study has been perf
ormed for a number of sensitive parameters, minimizing the total sum o
f squared differences between simulated and measured values for all di
tches, resulting in a set of parameter values that gives the best over
all fit. The parameters included the maximum growth rates, the minimum
phosphorus contents and the overwintering fraction of the plant group
s. The model simulations by PCDitch were grossly comparable to the fie
ld observations, with duckweed in the high-loaded ditches and submerge
d plants in the other ones, The fit for algae and charophytes remained
poor. Further calibration as well as testing the model in field situa
tions are recommended to improve the model's predictive value. (C) 199
8 IAWQ. Published by Elsevier Science Ltd.