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Local-scale Arctic tundra heterogeneity affects regional-scale carbon dynamics

机译:局部级北极苔原异质性影响区域规模碳动力学

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In northern Alaska nearly 65% of the terrestrial surface is composed of polygonal ground, where geomorphic tundra landforms disproportionately influence carbon and nutrient cycling over fine spatial scales. Process-based biogeochemical models used for local to Pan-Arctic projections of ecological responses to climate change typically operate at coarse-scales (1km 2 -0.5°) at which fine-scale (1km 2 ) tundra heterogeneity is often aggregated to the dominant land cover unit. Here, we evaluate the importance of tundra heterogeneity for representing soil carbon dynamics at fine to coarse spatial scales. We leveraged the legacy of data collected near Utqia?vik, Alaska between 1973 and 2016 for model initiation, parameterization, and validation. Simulation uncertainty increased with a reduced representation of tundra heterogeneity and coarsening of spatial scale. Hierarchical cluster analysis of an ensemble of 21 st -century simulations reveals that a minimum of two tundra landforms (dry and wet) and a maximum of 4km 2 spatial scale is necessary for minimizing uncertainties (10%) in regional to Pan-Arctic modeling applications.
机译:在阿拉斯加北部,近65%的地面由多边形地板组成,在那里地貌潮汐地貌造成碳和养分在细空间鳞片上影响碳和营养循环。用于局部的基于过程的生物地球化学模型,用于气候变化的生态反应的泛北极投影通常在粗鳞(1km 2 -0.5°)的粗鳞(1km 2 -0.5°)上运行,其中细尺寸(<1km 2)苔原异质性通常汇总到显性陆地盖装置。在这里,我们评估Tundra异质性的重要性,以便在粗糙的空间尺度上表示土壤碳动力学。我们利用1973年至2016年间Utqia?Vik,阿拉斯加附近收集的数据的遗产,用于模型启动,参数化和验证。模拟不确定性随着苔原异质性和空间尺度粗化的表示而增加。 21 St -Century模拟集合的分层集群分析表明,最小的两个Tundra地貌(干湿)和最多4km 2空间尺度对于最小化区域中的不确定性(<10%),以使区域陷入困境建模应用程序。

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