How far will they go? Considerations on the potential expansion of the Ring-necked Parakeet (Psittacula krameri) and Monk Parakeet (Myiopsitta monachus) in Veneto region (Italy) with MaxEnt distribution models

Alessandro Nardotto
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Abstract

Predictive models of species distribution, including several parakeets, may be very useful for understanding the actual and potential distribution of alien species. The Ring-necked Parakeet and the Monk Parakeet are two alien species found in the Veneto region (north-east Italy) that are well-suited for conducting potential distribution studies to identify suitable areas of occurrence. In this paper, I use the MAXENT algorithm to predict the potential distribution maps of these species in the Veneto region, which finds the probability distribution of maximum entropy that is constrained by the ecological parameters considered. The authors of the Veneto photo-sound atlas kindly provided presence data for the two species. The potential distribution models for the two parakeets performed very well overall (AUC = 0.966 for Ring-necked Parakeet and AUC = 0.987 for Monk Parakeet) and indicated that high suitability areas correspond primarily to areas near known occurrences of the species. Overall, the study found that the presence of the species in provinces other than those with large populations is highly unlikely. The distribution maps produced can aid in the selection of monitoring areas for these two alien species’ populations and potential expansion.
他们会走多远?基于MaxEnt分布模型的环颈长尾小鹦鹉(Psittacula krameri)和僧侣长尾小鹦鹉(Myiopsitta monachus)在意大利威尼托地区潜在扩张的考虑
物种分布的预测模型,包括几种长尾小鹦鹉,可能对了解外来物种的实际和潜在分布非常有用。环颈长尾小鹦鹉和僧侣长尾小鹦鹉是在威尼托地区(意大利东北部)发现的两个外来物种,它们非常适合进行潜在的分布研究,以确定合适的发生区域。本文利用MAXENT算法预测了这些物种在威尼托地区的潜在分布图,得到了在考虑的生态参数约束下最大熵的概率分布。威尼托光声图谱的作者热心地提供了这两个物种的存在数据。两种小鹦鹉的潜在分布模型总体上表现良好(环颈小鹦鹉的AUC = 0.966,和尚小鹦鹉的AUC = 0.987),表明高适宜性区域主要对应于已知物种发生的区域。总的来说,研究发现,除了人口众多的省份之外,这种物种在其他省份的存在是极不可能的。绘制的分布图可以帮助选择这两种外来物种种群的监测区域和潜在的扩张。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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