Gr. Ball et al., Identifying factors which modify the effects of ambient ozone on white clover (Trifolium repens) in Europe, ENVIR POLLU, 103(1), 1998, pp. 7-16
This paper describes results of experiments carried out by participants of
the UN/ECE ICE-Crops to investigate the dose response of plants to long-ter
m ozone exposure. The data were analysed to determine the influences of cli
matic and geographical factors upon this dose response. Members of the ICP-
Crops carried out experiments at 12 sites in Europe, covering a geographica
l range from Jokioinen, Finland, to Milan, Italy, to generate the database
used in this study. The effects of ozone were determined using N-(2-(2-oxo-
1-imidazolidinyl)ethyl)-N'phenylurea (ethylene diurea; EDU) as a protectant
against ozone damage. Thus, the ratio of biomass in EDU-treated plants to
untreated plants indicated the severity of ozone damage. Simple linear regr
ession produced a low r(2) of 0.16 for the dose response. Analysis of the r
esiduals identified three groups in the data depending on their mean residu
al values. Re-plotting the data into separate dose responses for these thre
e groups produced improvements in the r(2) values to 0.33, 0.36 and 0.36, f
or Groups 1 to 3, respectively. The data were subsequently used to train ar
tificial neural network (ANN) models to determine the factors that caused t
he scatter within the dose response. Vapour pressure deficit and temperatur
e were found to be important influences on the dose response whereas longit
ude, year and altitude were weaker influences. Inclusion of these factors i
n the ANN model increased the r(2) of the model to 0.79. (C) 1998 Elsevier
Science Ltd. All rights reserved.