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Ecole Nationale Supérieure Agronomique de Montpellier ... - CIAM

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together with local measurements at several places to take into account<br />

possible large scale intensity variations. Knowing whether a<br />

boolean mo<strong>de</strong>l is an acceptable mo<strong>de</strong>l or whether an more specific<br />

one is necessary is a preliminary step to invasion prediction before<br />

<strong>de</strong>ciding which kinds of measurements have to be done.<br />

The observed pasture field figure 4c is a 130m×160m area. The<br />

bound was taken as equal to 9m, largely above the increase in thickness<br />

of buxus during 50 years. Estimated annual growth of buxus in this<br />

region is 1cm/year in each direction. Such a large bound allowed for<br />

presence of some large bushes 50 years ago for agricultural practices<br />

as for example field <strong>de</strong>limitation or litter for sheep.<br />

Figure 5b presents the segment length distribution curve. The<br />

curve lies insi<strong>de</strong> the confi<strong>de</strong>nce band, near the upper limit. The test<br />

based on variance of these lengths rejects the boolean assumption with<br />

a p-value of 0.001.<br />

4.3 vegetal epi<strong>de</strong>miology<br />

Figure 6a presents the health status of apricot trees in five young<br />

orchards, planted in 1999, where ESFY is present in southeastern<br />

France. Total amount of trees is 5794, total number of diseased trees<br />

is 231. Distance between consecutive planting lines is 6m, distance<br />

between consecutive trees is 3m. ESFY observation was ma<strong>de</strong> in XXX<br />

Figure 6b illustrates the inter-event distance computed on diseased<br />

trees, together with its confi<strong>de</strong>nce band at level 95% un<strong>de</strong>r in<strong>de</strong>pen<strong>de</strong>nce<br />

assumption, conditionally to the number of diseased trees in<br />

each orchard. In<strong>de</strong>pen<strong>de</strong>nce assumption is rejected in favour of an<br />

aggregative pattern of diseased trees.<br />

The vector of ESFY is an insect 2mm long, cacopsylla pruni, who<br />

does not stay in orchards nor their neighborhood during winter, but<br />

has been found in pine forests during this period. After a long fly it<br />

arrives on orchard trees at very low <strong>de</strong>nsities. Then they tend to stay<br />

on the same tree, except maybe for mating, several males being then<br />

on the same tree as a female or nearby, or some small movements,<br />

whereas females do not interact. ESFY is then transmitted during<br />

feeding. Un<strong>de</strong>r these assumptions, one may then assume that ESFY<br />

pattern is the result of the addition of individual in<strong>de</strong>pen<strong>de</strong>nt patches.<br />

To test it, we performed the proposed test, assuming that the<br />

diameter is less than 4 consecutive trees (12m). Result of the test is<br />

shown in Figure 6c. The observed curve lies well insi<strong>de</strong> the confi<strong>de</strong>nce

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