National Institute for Environmental Studies, Onogawa 16-2, Tsukuba, Ibaraki, 305-8506, Japan.
Sci Rep. 2017 Jun 13;7(1):3389. doi: 10.1038/s41598-017-03516-z.
Determining the success of eradication of an invasive species requires a way to decide when its risk of reoccurrence has become acceptably low. In Japan, the area populated by the Argentine ant, Linepithema humile (Mayr), is expanding, and eradication via chemical treatment is ongoing at various locations. One such program in Tokyo was apparently successful, because the ant population decreased to undetectable levels within a short time. However, construction of a population model for management purposes was difficult because the probability of detecting ants decreases rapidly as the population collapses. To predict the time when the ant was eradicated, we developed a multinomial-mixture model for chemical eradication based on monthly trapping data and the history of pesticide applications. We decided when to declare that eradication had been successful by considering both 'eradication' times, which we associated with eradication probabilities of 95% and 99%, and an optimal stopping time based on a 'minimum expected economic cost' that considered the possibility that surveys were stopped too soon. By applying these criteria, we retroactively declared that Argentine ants had been eradicated 38-42 months after the start of treatments (16-17 months after the last sighting).
确定消灭入侵物种的成功与否需要一种方法来判断其再次发生的风险是否低到可以接受的程度。在日本,红火蚁(Linepithema humile)的分布范围正在扩大,并且在各个地方都在进行化学处理的根除工作。东京的一个这样的项目显然是成功的,因为在短时间内,蚂蚁数量减少到无法检测到的水平。然而,由于随着种群的崩溃,检测到蚂蚁的概率迅速降低,因此很难为管理目的建立种群模型。为了预测蚂蚁被根除的时间,我们根据每月的诱捕数据和农药使用历史,开发了一种基于多项混合模型的化学根除模型。我们通过考虑与根除概率为 95%和 99%相关的“根除”时间,以及基于考虑调查过早停止可能性的“最小预期经济成本”的最优停止时间,来决定何时宣布根除成功。应用这些标准,我们追溯性地宣布,在开始处理后 38-42 个月(最后一次发现后 16-17 个月),红火蚁已被根除。