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Testate amoeba as palaeohydrological indicators in the permafrost peatlands of north-east European Russia and Finnish Lapland

机译:在东北欧洲俄罗斯的永久冻土泥炭地和芬兰拉普兰人的永久冻土泥土睾丸睾丸睾丸

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To explore the use of testate amoeba for investigating the impacts of climate change on permafrost peatland hydrology, we established a new modern training set from Arctic permafrost peatlands in north-east European Russia and Finnish Lapland. Ordination analyses showed that water-table depth (WTD) was the most important control on testate amoeba distribution. We developed a new testate amoeba-based WTD transfer function and thoroughly tested it. We found that our transfer function had strong predictive power. The best-performing model was based on tolerance-downweighted weighted averaging with inverse deshrinking (R-2 = 0.77, RMSEP = 5.62 cm with leave-one-out cross validation). The new transfer function was applied to a short peat core from Arctic Russia and revealed two major hydrological shifts, which could be validated against plant macrofossil data. We also compared our model to another two models from more temperate peatlands. Comparison of the different testate amoeba datasets suggests that testate amoeba ecohydrological relationships are similar for permafrost peatlands to those in more temperate regions, but there are some differences that suggest a need for training datasets that are fully representative of permafrost peatlands. Copyright (C) 2017 John Wiley & Sons, Ltd.
机译:为了探讨睾丸仿审查对大冻土泥土水文影响的影响,我们建立了从东北欧洲俄罗斯和芬兰拉普兰的北极永久冻土泥土的新现代训练。排序分析表明,水台深度(WTD)是对睾丸AMOEBA分布的最重要的控制。我们开发了一个新的睾丸基于Amoeba的WTD传输功能,并彻底测试了它。我们发现我们的转移功能具有很强的预测力。最佳性能的模型基于具有逆Deshrinking的公差 - 下行加权平均(R-2 = 0.77,RMSEP = 5.62cm,具有休留次交叉验证)。新的转移功能应用于来自北极俄罗斯的短泥炭核心,并揭示了两种主要的水文变化,这可以针对植物大甲酸碱数据进行验证。我们还将我们的模型与来自更多温带泥炭块的两种模型进行了比较。不同验证Amoeba数据集的比较表明,验证AmoEba生态文化关系类似于永热泥土对更温和地区的泥炭地区的验证,但有一些差异表明需要培训的数据集,这些数据集是完全代表Permafrost Peatlands的数据集。版权所有(c)2017 John Wiley&Sons,Ltd。

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