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Where to Combat Shrub Encroachment in Alpine Timberline Ecosystems: Combining Remotely-Sensed Vegetation Information with Species Habitat Modelling

机译:在高山林线生态系统中哪里应对灌木丛侵害:将遥感植被信息与物种栖息地模型相结合

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摘要

In many cultural landscapes, the abandonment of traditional grazing leads to encroachment of pastures by woody plants, which reduces habitat heterogeneity and impacts biodiversity typical of semi-open habitats. We developed a framework of mutually interacting spatial models to locate areas where shrub encroachment in Alpine treeline ecosystems deteriorates vulnerable species’ habitat, using black grouse Tetrao tetrix (L.) in the Swiss Alps as a study model. Combining field observations and remote-sensing information we 1) identified and located the six predominant treeline vegetation types; 2) modelled current black grouse breeding habitat as a function thereof so as to derive optimal habitat profiles; 3) simulated from these profiles the theoretical spatial extension of breeding habitat when assuming optimal vegetation conditions throughout; and used the discrepancy between (2) and (3) to 4) locate major aggregations of homogeneous shrub vegetation in otherwise suitable breeding habitat as priority sites for habitat restoration. All six vegetation types (alpine pasture, coniferous forest, Alnus viridis (Chaix), Rhododendron-dominated, Juniperus-dominated and mixed heathland) were predicted with high accuracy (AUC >0.9). Breeding black grouse preferred a heterogeneous mosaic of vegetation types, with none exceeding 50% cover. While 15% of the timberline belt currently offered suitable breeding habitat, twice that fraction (29%) would potentially be suitable when assuming optimal shrub and ground vegetation conditions throughout the study area. Yet, only 10% of this difference was attributed to habitat deterioration by shrub-encroachment of dense heathland (all types 5.2%) and Alnus viridis (4.8%). The presented method provides both a general, large-scale assessment of areas covered by dense shrub vegetation as well as specific target values and priority areas for habitat restoration related to a selected target organism. This facilitates optimizing the spatial allocation of management resources in geographic regions where shrub encroachment represents a major biodiversity conservation issue.
机译:在许多文化景观中,传统放牧的放弃导致木本植物对牧场的侵蚀,这降低了生境的异质性并影响了半开放生境的典型生物多样性。我们使用瑞士阿尔卑斯山的黑松鸡Tetrao tetrix(L.)作为研究模型,开发了一个相互交互的空间模型框架,以定位高山树林生态系统中灌木丛侵犯使脆弱物种的栖息地恶化的区域。结合野外观察和遥感信息,我们1)确定并定位了6种主要的林木植被类型; 2)根据当前黑松鸡繁殖栖息地对其功能进行建模,以得出最佳的栖息地概况; 3)从这些剖面中模拟出在整个假设最佳植被条件下繁殖生境的理论空间扩展;并利用(2)与(3)到4)之间的差异,将均质灌木植被的主要聚集体定位在其他合适的繁殖生境中,作为恢复生境的优先场所。以高精度(AUC> 0.9)预测了所有六种植被类型(高山牧场,针叶林、,木(Chaix),杜鹃花为主,杜松属为主和混合荒地)。繁殖黑松鸡更喜欢植被类型不均一的杂草,覆盖率不超过50%。虽然目前有15%的林带提供合适的繁殖栖息地,但假设整个研究区域的灌木和地面植被条件最佳,则两倍的比例(29%)可能是合适的。然而,这种差异中只有10%归因于灌木丛侵占密集的欧石南丛生地(所有类型为5.2%)和Al木(4.8%)。提出的方法既提供了对茂密灌木植被覆盖的区域的一般性大规模评估,也提供了与选定目标生物有关的特定目标值和栖息地恢复的优先区域。这有利于在灌木丛被侵占是主要的生物多样性保护问题的地理区域中优化管理资源的空间分配。

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