Angradi T R, Bolgrien D W, Jicha T M, Pearson M S, Hill B H, Taylor D L, Schweiger E W, Shepard L, Batterman A R, Moffett M F, Elonen C M, Anderson L E
Office of Research and Development, National Health and Environmental Effects Research Laboratory, Mid-Continent Ecology Division, United States Environmental Protection Agency, 6201 Congdon Boulevard, Duluth, MN 55804, USA.
Environ Monit Assess. 2009 May;152(1-4):425-42. doi: 10.1007/s10661-008-0327-1. Epub 2008 May 16.
The objectives of the Environmental Monitoring and Assessment Program for Great River Ecosystems (EMAP-GRE) are to (1) develop and demonstrate, in collaboration with states, an assessment program yielding spatially unbiased estimates of the condition of mid-continent great rivers; (2) evaluate environmental indicators for assessing great rivers; and (3) assess the current condition of selected great river resources. The purpose of this paper is to describe EMAP-GRE using examples based on data collected in 2004-2006 with emphasis on an approach to determining reference conditions. EMAP-GRE includes the Upper Mississippi River, the Missouri River, and the Ohio River. Indicators include biotic assemblages (fish, macroinvertebrates, plankton, algae), water chemistry, and aquatic and riparian physical habitat. Reference strata (river reaches for which a single reference expectation is appropriate) were determined by ordination of the fish assemblage and examination of spatial variation in environmental variables. Least disturbed condition of fish assemblages for reference strata was determined by empirical modeling in which we related fish assemblage metrics to a multimetric stressor gradient. We inferred least disturbed condition from the y-intercept, the predicted condition when stress was least. Thresholds for dividing the resource into management-relevant condition classes for biotic indicators were derived using predicted least disturbed condition to set the upper bound on the least disturbed condition class. Also discussed are the outputs of EMAP-GRE, including the assessment document, multimetric indices of condition, and unbiased data supporting state and tribal Clean Water Act reporting, adaptive management, and river restoration.
大河生态系统环境监测与评估计划(EMAP-GRE)的目标是:(1)与各州合作,制定并展示一个评估计划,以得出对中部大陆大河状况的空间无偏估计;(2)评估用于评估大河的环境指标;(3)评估选定大河资源的当前状况。本文的目的是通过基于2004 - 2006年收集的数据的示例来描述EMAP-GRE,重点是确定参考条件的方法。EMAP-GRE包括密西西比河上游、密苏里河和俄亥俄河。指标包括生物群落(鱼类、大型无脊椎动物、浮游生物、藻类)、水化学以及水生和河岸物理栖息地。参考层(适用于单一参考预期的河段)通过鱼类群落的排序和环境变量空间变化的检查来确定。参考层鱼类群落的最少受干扰状况通过实证建模确定,在该模型中,我们将鱼类群落指标与多指标压力梯度相关联。我们从y轴截距推断最少受干扰状况,即压力最小时的预测状况。使用预测的最少受干扰状况来设定最少受干扰状况类别的上限,从而得出将资源划分为与管理相关的状况类别的生物指标阈值。还讨论了EMAP-GRE的产出,包括评估文件、状况多指标指数以及支持州和部落《清洁水法》报告、适应性管理和河流恢复的无偏数据。