A. Kleczkowski et al., SCALING AND SPATIAL DYNAMICS IN PLANT-PATHOGEN SYSTEMS - FROM INDIVIDUALS TO POPULATIONS, Proceedings - Royal Society. Biological Sciences, 264(1384), 1997, pp. 979-984
Components of transmission for primary infection from soil-borne inocu
lum and secondary (plant to plant) infection are estimated from experi
ments involving single plants. The results from these individual-based
experiments are used in a probabilistic spatial contact process (cell
ular automaton) to predict the progress of an epidemic. The model acco
unts for spatial correlations between infected and susceptible plants
due to inhomogeneous mixing caused by restricted movement of the patho
gen in soil. It also integrates nonlinearities in infection, including
small stochastic differences in primary infection that become amplifi
ed by secondary infection. The model predicts both the mean and the va
riance of the infection dynamics of R. solani when compared with repli
cated epidemics in populations of plants grown in microcosms. The broa
der consequences of the combination of experimental and modelling appr
oaches for scaling-up from individual to population behaviour are disc
ussed.