Invasion of fire blight disease |
In this paper, we porposed a statistical method for the estimation of the probability
of invasion of fire blight disease via the importation of apple fruits, by considering
that the proportion of infected fruits varies depending on the production area
and the year. The following three assumptions, which might be applicable to biological
invasions of several diseases of plants and animals, are used:
(1) A beta distribution approximately describes the probability distribution of
the proportion of infected fruits in the production area of a given consignment,
(2) every consignment contains fruits that were drawn at random from the infinite
population of the production area, and
(3) each infected fruit causes infection of fire blight in the importing country
by an independent constant probability.
The estimate of the expected time required for invasion is 1707 years if we ignore
the variability of infection, whereas the estimate is 334 years if we consider
the variability. Thus, it is suggested that the estimation of the risk of invasion
might be quite biased if we ignore the variability of infection.(Copyright by
the Kluwer Academic Publishers)
Let us denote that
k : number of consignments imported during a year
ni : number of fruits in the i th consignment
Xi : proportion of infected fruits in the production area of
the i th consignment
Zi : number of fruits causing fire blight in the importing country
through the i th consignment
p : probability that an infected fruit causes the infection of fire blight
in the importing country when it passed the port
The probability distribution of Xi is given by
........................................................(1)
The probability that at least one fruit causes infection in Japan is
......................................(2)
where 2F1 indicates the Gauss hypergeometric function.
If we assume that the proportion of infection is constant irrespective of production
area and year, the above probability is given by
......................................................................................(3)
The expected time required for invasion is approximately given by
........................................................................................(4)
In the case of fire blight disease, we obtain E (T) = 334 years
by substituting Eq. (2) for Eq. (4). If we ignore the variability of the proportion
of infection, we obtain E (T) = 1707 years by substituting Eq. (3)
for Eq. (4). (Copyright by Kluwer Academic Publishers)