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首页> 外文期刊>Journal of Paleolimnology >Diatom habitats, species diversity and water-depth inference models across surface-sediment transects in Worth Lake, northwest Ontario, Canada
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Diatom habitats, species diversity and water-depth inference models across surface-sediment transects in Worth Lake, northwest Ontario, Canada

机译:加拿大安大略省西北部沃思湖跨沉积物样带的硅藻生境,物种多样性和水深推断模型

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摘要

We analyzed surface-sediment samples collected along transects from three sub-basins of a relatively large (~115 ha), bathymetrically complex lake, in northwest Ontario, Canada, to assess the reproducibility of diatom species habitats and diversity along a water-depth gradient. Transects displayed different orientations with respect to prevailing wind direction and varied in complexity and degree of slope along the lake bottom. Each transect consisted of three replicate samples at a resolution of ~1 m water depth from ~1 to 30 m for the two deep-basin transects and from ~1 to 18 m in the shallower basin. Distinct diatom assemblages were identified in all transects: (1) a near-shore community composed largely of attached life-forms and some motile benthic taxa, (2) a mid-depth community composed largely of motile life-forms and other benthic taxa that are adapted to lower light conditions (e.g. Staurosirella pinnata), and (3) a deep-water community dominated by planktonic taxa. Species richness was highest in the benthic zones (<9 m), with greatest species evenness in the mid-depth zone (~3–9 m). Species richness and evenness were highly correlated across the three transects (r = 0.89–0.93, p < 0.01). Diatom-inferred depth models were developed from the individual transects to assess reproducibility and applicability for down-core analyses using modern analog (MAT) and weighted-averaging (WA-PLS) approaches. Coefficients of determination (r 2) for these models ranged from 0.80 to 0.98, and RMSEP ranged from 1.2 to 4.2 m. The models developed from the transect with the highest resolution sampling, gentlest non-complex slope and shallowest maximum depth were the strongest ( rtextMAT2 = 0.97 r_{text{MAT}}^{2} = 0.97 ; rtextWA - PLS2 = 0.98 r_{text{WA - PLS}}^{2} = 0.98 ) and had the lowest RMSEP (MAT = 1.2 m, WA-PLS = 1.3 m). These inference models can be used to infer past fluctuations in the depth of the benthic/planktonic boundary from cores retrieved near this ecotone and provide a sensitive record of the past change in location of the benthic zone. These types of data can be used to assess past variability in droughts and lake levels to better plan for potential future extremes. Such records incorporate more realistic estimates of natural variability than the ~100-year instrumental records currently used by water resource managers.
机译:我们分析了从加拿大安大略省西北部一个相对较大(〜115公顷),等深线复杂的湖泊的三个子流域的样带收集的表面沉积物样品,以评估硅藻物种栖息地的可再现性和沿水深梯度的多样性。横断面相对于盛行的风向显示出不同的方向,并且沿湖底的复杂性和倾斜度各不相同。每个断面由三个重复样本组成,两个深盆断面的水深分辨率为〜1 m,深度为〜1 m至30 m,而浅盆地的分辨率为〜1 m至18 m。在所有样带中都发现了不同的硅藻组合:(1)一个近岸群落,主要由附着的生命形式和一些活动的底栖生物分类组成;(2)一个中深度群落,主要由活动的生命形式和其他底栖生物分类组成适应弱光条件(例如,Staurosirella pinnata),以及(3)以浮游生物群为主的深水群落。底栖地区的物种丰富度最高(<9 m),中深度地区的物种均匀度最大(〜3–9 m)。物种丰富度和均匀度在三个样带之间高度相关(r = 0.89–0.93,p <0.01)。硅藻推断的深度模型是从各个样例中开发出来的,以评估使用现代模拟(MAT)和加权平均(WA-PLS)方法进行的下层分析的可重复性和适用性。这些模型的确定系数(r 2 )在0.80至0.98之间,RMSEP在1.2至4.2 m之间。从具有最高分辨率采样,最平缓的非复杂坡度和最浅的最大深度的样线开发的模型最强(r textMAT 2 = 0.97 r_ {text {MAT} } ^ {2} = 0.97; r textWA-PLS 2 = 0.98 r_ {text {WA-PLS}} ^ {2} = 0.98),并且具有最低的RMSEP (MAT = 1.2 m,WA-PLS = 1.3 m)。这些推论模型可用于从该过渡带附近取回的岩心推断出底栖/浮游生物边界深度的过去波动,并提供底栖带位置过去变化的敏感记录。这些类型的数据可用于评估干旱和湖泊水位的过去变化,从而更好地计划潜在的未来极端情况。与水资源管理者目前使用的约100年的仪器记录相比,这些记录包含了对自然变异性的更现实的估计。

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