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Ecology of peatland testate amoebae in the Alaskan continuous permafrost zone

机译:阿拉斯加连续多年冻土带的泥炭地睾丸生物生态

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摘要

Arctic peatlands represent a major global carbon store, but rapid warming poses a threat to their long-term stability. Testate amoebae are sensitive hydrological indicators that offer insight into Holocene environmental change in peatlands. However, in contrast to temperate peatlands, there have only been a few studies into the ecology of testate amoebae and their efficacy as environmental indicators in permafrost peatlands. We present the first study of testate amoeba ecology from peatlands in the continuous permafrost zone, based on samples from across the Alaskan North Slope. Multivariate statistical analyses show that pore water electrical conductivity (EC), a proxy for nutrient status along the ombrotrophic-minerotrophic gradient, is the dominant control on testate amoeba distribution. Water-table depth (WTD) is also a significant control on testate amoeba distribution, but is secondary to EC. We present two new testate amoeba-based transfer functions to reconstruct both EC (TFEC) and WTD (TFWTD), the first for peatlands in the continuous permafrost zone. The transfer functions are based on Weighted Averaging Partial Least Squares (WAPLS) regression and were assessed using leave-one-out (LOO) cross-validation. We find that both transfer functions have good predictive power. TFWTDis the best performing model (R2JACK = 0.84, RMSEPJACK = 6.66 cm), but TFECalso performs well (R2JACK = 0.76, RMSEPJACK = 146 μS cm−1). Our findings are similar to those conducted in peatlands in discontinuous permafrost regions. The new transfer functions open the opportunity for reconstructing the Holocene dynamics of peatlands of the continuous permafrost zone in Alaska, which represent rapidly changing ecosystems.
机译:北极泥炭地是全球主要的碳储藏地,但迅速变暖对其长期稳定构成了威胁。睾丸变形虫是敏感的水文指标,可深入了解泥炭地全新世环境变化。然而,与温带泥炭地相反,关于鲜草状生态群落及其在多年冻土泥炭地中作为环境指标的功效的研究很少。我们基于阿拉斯加北坡的样本,对连续多年冻土区泥炭地的睾丸变形虫生态系统进行了首次研究。多元统计分析表明,孔隙水电导率(EC)是沿营养营养-微量营养营养梯度的养分状况的替代指标,是对睾丸变形虫分布的主要控制。地下水位深度(WTD)也是对睾丸变形虫分布的重要控制,但仅次于EC。我们提出了两个基于新遗嘱的基于变形虫的传递函数,以重建EC(TFEC)和WTD(TFWTD),这是连续多年冻土带中泥炭地的第一个。传递函数基于加权平均偏最小二乘(WAPLS)回归,并使用留一法(LOO)交叉验证进行评估。我们发现两个传递函数都具有良好的预测能力。 TFWTDis性能最佳(R2JACK = 0.84,RMSEPJACK = 6.66 cm),但是TFEC的表现也很好(R2JACK = 0.76,RMSEPJACK = 146μScm-1)。我们的发现类似于在不连续多年冻土地区的泥炭地中进行的研究。新的传递函数为重建代表快速变化的生态系统的阿拉斯加连续多年冻土带的泥炭地全新世动态提供了机会。

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