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Mechanical Harvesting Effectively Controls Young Typha spp. Invasion and Unmanned Aerial Vehicle Data Enhances Post-treatment Monitoring

机译:机械收割有效地控制幼性香蒲。入侵和无人机数据增强了后处理监控

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摘要

The ecological impacts of invasive plants increase dramatically with time since invasion. Targeting young populations for treatment is therefore an economically and ecologically effective management approach, especially when linked to post-treatment monitoring to evaluate the efficacy of management. However, collecting detailed field-based post-treatment data is prohibitively expensive, typically resulting in inadequate documentation of the ecological effects of invasive plant management. Alternative approaches, such as remote detection with unmanned aerial vehicles (UAV), provide an opportunity to advance the science and practice of restoration ecology. In this study, we sought to determine the plant community response to different mechanical removal treatments to a dominant invasive wetland macrophyte (Typha spp.) along an age-gradient within a Great Lakes coastal wetland. We assessed the post-treatment responses with both intensive field vegetation and UAV data. Prior to treatment, the oldest Typha stands had the lowest plant diversity, lowest native sedge (Carex spp.) cover, and the greatest Typha cover. Following treatment, plots that were mechanically harvested below the surface of the water differed from unharvested control and above-water harvested plots for several plant community measures, including lower Typha dominance, lower native plant cover, and greater floating and submerged aquatic species cover. Repeated-measures analysis revealed that above-water cutting increased plant diversity and aquatic species cover across all ages, and maintained native Carex spp. cover in the youngest portions of Typha stands. UAV data revealed significant post-treatment differences in normalized difference vegetation index (NDVI) scores, blue band reflectance, and vegetation height, and these remotely collected measures corresponded to field observations. Our findings suggest that both mechanically harvesting the above-water biomass of young Typha stands and harvesting older stands below-water will promote overall native community resilience, and increase the abundance of the floating and submerged aquatic plant guilds, which are the most vulnerable to invasions by large macrophytes. UAV's provided fast and spatially expansive data compared to field monitoring, and effectively measured plant community structural responses to different treatments. Study results suggest pairing UAV flights with targeted field data collection to maximize the quality of post-restoration vegetation monitoring.
机译:自入侵以来,入侵植物的生态影响随时间而急剧增加。因此,针对年轻人口进行治疗是一种经济和生态上有效的管理方法,尤其是与治疗后监测相结合以评估管理效果时。但是,收集详细的基于现场的后处理数据的费用过高,通常会导致有关入侵性植物管理的生态效应的文献不足。替代方法,例如无人飞行器(UAV)的远程检测,为推进恢复生态学的科学和实践提供了机会。在这项研究中,我们试图确定植物群落对大湖沿岸湿地中年龄梯度的主要入侵性湿地大型植物(Typha spp。)的不同机械去除处理的反应。我们用密集的野外植被和无人机数据评估了处理后的响应。在处理之前,最古老的香蒲林分植物多样性最低,原生莎草(Carex spp。)覆盖率最低,而香蒲覆盖率最高。处理后,在机械方式下从水面以下收获的地块与未收获的对照地和在水上收获的地块在几种植物群落措施上有所不同,包括较低的香蒲优势度,较低的原生植物覆盖率以及较大的漂浮和淹没的水生物种覆盖率。重复措施分析表明,水上切割提高了所有年龄段的植物多样性和水生植物的覆盖率,并保持了本地Carex spp。盖在香蒲架子的最小部分。无人机数据显示治疗后标准化归一化植被指数(NDVI)得分,蓝带反射率和植被高度存在显着差异,这些远程收集的量度与野外观测一致。我们的发现表明,以机械方式收获幼小的香蒲林分的生物量和收获水下的老林分,都将促进整体本地社区的适应力,并增加最容易入侵的漂浮和淹没水生植物协会的数量。由大型水生植物。与现场监测相比,无人机提供了快速且空间扩展的数据,并有效测量了植物群落对不同处理的结构响应。研究结果表明,将无人机飞行与目标野外数据收集配对以最大程度地恢复植被后监测的质量。

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