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Developing nutrient criteria and classification schemes for wadeable streams in the conterminous US

机译:在美国本土为可涉水流制定营养标准和分类方案

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We analyzed nutrient data from a probability Survey of 1392 wadeable streams across the 48 conterminous states of the US and from intensified survey data in 921 streams in the Pacific Northwest (PNW) to examine different methods of setting nutrient criteria and to develop a nutrient stream typology. We Calculated potential nutrient criteria for total P (TP) and total N (TN) by 3 methods (ecoregion population 25(th) percentile of population, least-disturbed reference-site 75(th) percentile, and disturbance modeling) and compared them with existing draft US Environmental Protection Agency (EPA) criteria within 14 national nutrient ecoregions. All criteria derived from the methods were highly correlated; however, absolute values within ecoregions differed greatly among approaches. Population 25(th) percentiles of TP were almost always lower from statistically designed survey data than from found data. TN percentiles were more similar than were TP profiles, but they still tended to be lower from survey data than from found data. TP and TN population 25(th) percentiles were lower (often by a factor of 2-6) than reference-site 75(th) percentiles in all ecoregions. This result indicates that population 25(th) percentiles cannot be used as Surrogates for reference-site 75(th) percentiles. Thirty-nine percent of the assessed national stream length exceeded TP criteria and 47%, exceeded TN criteria when compared to nutrient criteria based on EPA Wadeable Stream Assessment reference-site 75(th) percentiles. In the PNW data set, all disturbance regression model estimates of background nutrient concentrations were lower than reference-site 75th percentiles. Regression tree analysis based on PNW reference sites used runoff, elevation, acid neutralizing capacity, forest composition, substrate size, and Omernik level III ecoregion as environmental class predictors to explain 46 to 48% of the total deviance in nutrient concentration. Reference-site nutrient concentrations varied widely among Omernik level III ecoregions in nutrient ecoregion II. Our analysis and the literature suggest that 14 national nutrient ecoregions are too coarse to account for natural variation in stream strongly nutrient concentrations. Setting appropriate national nutrient criteria will require finer-scale typology or classification of sites that better controls for natural variation.
机译:我们分析了美国48个毗邻州的1392条可涉水流的概率调查以及西北太平洋(PNW)921条流的强化调查数据中的养分数据,以研究设定养分标准的不同方法并开发养分流类型。我们通过3种方法(生态区人口的25%人口百分比,参考最少的参考站点75%的人口百分比和干扰模型)计算了总P(TP)和总N(TN)的潜在营养标准,并进行了比较符合美国环境保护局(EPA)在14个国家营养生态区中现有的标准草案。从这些方法得出的所有标准都高度相关。但是,生态区域内的绝对值在方法之间存在很大差异。根据统计设计的调查数据,总人口中TP的25%百分位数几乎总是低于找到的数据。 TN百分位数比TP分布更相似,但根据调查数据,其百分比仍倾向于低于所发现的数据。在所有生态区域中,TP和TN人口的25(th)百分率均低于参考地点的75(th)百分率。此结果表明,人口25(th)百分位不能用作参考站点75(th)百分位的替代。与基于EPA Wadeable Stream评估参考站点第75个百分位数的营养素标准相比,评估的国家河流总长的39%超过了TP标准,超过了TN标准的有47%。在PNW数据集中,所有背景营养物浓度的干扰回归模型估计值均低于参考地点的第75个百分位数。基于PNW参考点的回归树分析使用径流,海拔,酸中和能力,森林组成,底物大小和Omernik III级生态区作为环境分类预测指标,可以解释46-48%的总养分浓度偏差。在营养素生态区II的Omernik III级生态区中,参考部位的营养素浓度差异很大。我们的分析和文献表明,14个国家营养生态区太粗糙,无法解释河流中强烈的营养物浓度的自然变化。设定适当的国家营养标准将需要更精细的分类或对能更好地控制自然变异的地点进行分类。

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