Prediction of suitable areas and division of key monitoring zones for Solidago canadensis in Guizhou Province, China

Qingqing Zhang, Jiaguo Wang, Yan Sun, Jiawei Wu, Mengqian Long, Chong Luo, Weijie Li
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Abstract

Comprehending invasive alien species’ potential habitat area and spread trend are of great importance for effective prevention and control strategy and prevention of spread. However, previous studies have mainly been based on large regional scales (national or global level). Research on the smaller regional scale of ecologically fragile karst makes the prevention and control measures more feasible and targeted. For invasive Solidago canadensis, based on an MaxEnt model and ArcGIS, we determined its current and future potential distributions. The main drivers of S. canadensis distribution were precipitation changes and human activities. S. canadensis occurrence probability initially increased, and then decreased with increased precipitation variables, and increased rapidly initially, then gradually with increasing human footprint. Under current climate conditions, S. canadensis suitable area is 8.13×104 km2, with the highly suitable area concentrated in Guiyang, east of Bijie, Zunyi, Anshun and Duyun. Under climate conditions of the 2050s, the suitable area drops slightly to 8.00×104 km2. Under climate conditions of the 2070s, the suitable area expands to 8.31×104 km2. And move toward the south within the study area. Based on the modelling and space optimization software ZONATION key monitoring area covers 79,857 km2, including a primary monitoring area mainly distributed in Guiyang, east of Bijie, northeast of Anshun and northwest of Duyun, a secondary monitoring area mainly outside the primary monitoring area, and a third-level monitoring area widely distributed in Zunyi, Tongren, Duyun, west of Kaili and Anshun and east of Bijie. Linking our results with this specie’s invasive power, we thus recommended to increase the prevention and control sites in the first-level monitoring area, and continue to pay attention to the risk of the southward spread of this species.
中国贵州省实生草本植物适宜区预测及重点监测区划分
了解外来入侵物种的潜在栖息地面积和传播趋势,对于制定有效的防控策略和防止传播具有重要意义。然而,以往的研究主要基于大区域尺度(国家或全球层面)。对生态脆弱的喀斯特地区进行较小区域范围的研究,可以使防控措施更加可行和有的放矢。对于外来入侵的加拿大实心草(Solidago canadensis),我们基于 MaxEnt 模型和 ArcGIS 确定了其当前和未来的潜在分布。S. canadensis分布的主要驱动因素是降水变化和人类活动。随着降水变量的增加,S. canadensis 的出现概率先增加后减少;随着人类足迹的增加,S. canadensis 的出现概率先迅速增加后逐渐减少。在当前气候条件下,金丝猴适宜分布区为 8.13×104 km2,高适宜分布区集中在贵阳、毕节东部、遵义、安顺和都匀。在 2050 年代的气候条件下,适宜面积略有下降,为 8.00×104 平方公里。在 2070 年代气候条件下,适宜面积扩大到 8.31×104 平方公里。并在研究区域内向南移动。基于建模和空间优化软件 ZONATION 的重点监测区面积为 79 857 平方公里,包括主要分布在贵阳、毕节东部、安顺东北部和都匀西北部的一级监测区,主要分布在一级监测区以外的二级监测区,以及广泛分布在遵义、铜仁、都匀、凯里和安顺西部以及毕节东部的三级监测区。结合该物种的入侵能力,我们建议在一级监测区增加防控点,并继续关注该物种向南扩散的风险。
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