Giupponi Luca, Panza Riccardo, Pedrali Davide, Sala Stefano, Giorgi Annamaria
Centre of Applied Studies for the Sustainable Management and Protection of Mountain Areas-C.R.C. Ge.S.Di.Mont., University of Milan, Via Morino 8, 25048 Edolo, Italy.
Department of Agricultural and Environmental Sciences-Production, Landscape and Agroenergy, University of Milan, Via Celoria 2, 20133 Milan, Italy.
Plants (Basel). 2025 May 31;14(11):1681. doi: 10.3390/plants14111681.
In recent years, many spruce ( (L.) H. Karst., Pinaceae) forests have been severely affected by bark beetle ( L., Coleoptera: Curculionidae) outbreaks in the Southern Alps, but their ecological impacts remain poorly studied. We analyzed the distribution, ecological, and floristic-vegetational characteristics of forests recently affected by the bark beetle in the upper basin of the Oglio River (Northern Italy) and developed a MaxEnt model to map forests with a bioclimate more prone to severe insect attacks in the coming decades. The results showed that the spruce forests affected by the bark beetle are located exclusively in the submountain and mountain belts (below 1600 m a.s.l.) and that 85% of them are found in areas with high annual solar radiation (>3500 MJ m). The predictive model for areas susceptible to severe bark beetle attacks proved highly accurate (AUC = 0.91) and was primarily defined by the mean temperature of the dry winter quarter (contribution: 80.1%), with values between -2.5 and 2.5 °C being particularly suitable for the pest. According to the model, more than 58% of the current spruce forests in the study area will exhibit high susceptibility (probability > 0.7) to severe bark beetle attacks by 2080. The floristic-vegetational and ecological analysis of plant communities of 11 bark beetle-affected areas indicated that more thermophilic and significantly different forest communities (in both floristic and physiognomic terms) are expected to develop compared to those of pre-disturbance. Furthermore, the high coverage of spruce snags/standing dead trees appears to accelerate plant succession, enabling the establishment of mature forest communities in a shorter time frame.
近年来,在南阿尔卑斯山,许多云杉(松科,欧洲云杉)林受到小蠹虫(鞘翅目:象甲科)爆发的严重影响,但其生态影响仍研究不足。我们分析了奥廖河上游流域(意大利北部)近期受小蠹虫影响的森林的分布、生态和植物植被特征,并开发了一个最大熵模型,以绘制在未来几十年中生物气候更易遭受严重虫害的森林地图。结果表明,受小蠹虫影响的云杉林仅位于亚高山和山区地带(海拔1600米以下),其中85%位于年太阳辐射量高(>3500兆焦/平方米)的地区。事实证明,针对易受严重小蠹虫侵害地区的预测模型准确率很高(AUC = 0.91),其主要由干燥冬季季度的平均温度决定(贡献率:80.1%),-2.5至2.5摄氏度的值对该害虫尤为适宜。根据该模型,到2080年,研究区域内超过58%的现有云杉林将对严重小蠹虫侵害表现出高易感性(概率>0.7)。对11个受小蠹虫影响地区的植物群落进行的植物植被和生态分析表明,与干扰前相比,预计将形成更多喜温且在植物种类和外貌方面均有显著差异的森林群落。此外,云杉残桩/立木的高覆盖率似乎加速了植物演替,使得成熟森林群落能够在更短的时间内建立起来。