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An assessment methodology for successional systems. I. Null models and the regulatory framework
Authors:Craig Loehle  John Gladden  Eric Smith
Institution:(1) Environmental Sciences Division, Savannah River Laboratory Savannah River Site, 29808-0001 Aiken, South Carolina, USA;(2) Department of Statistics, Virginia Polytechnic Institute and State University, 24061 Blacksburg, Virginia, USA
Abstract:Standard procedures for evaluating environmental impact involve comparison between before and after conditions or scenarios or between treatment and control site pairs. In many cases, however, endogenous directional change (natural succession) is expected to occur at a significant rate over the period of concern, particularly for manmade systems such as impoundments. Static evaluations do not provide an adequate approach to such problems. A new evaluation frame is proposed. Nominal system behavior over time is characterized by a stochastic envelope around a nominal trajectory. We show that both the state variance and the sampling variance can change over time. In this context, environmental regulations can be framed as constraints, targets, or conformance to ideal trajectories. Statistical tests for determining noncompliance are explored relative to process variance, sample error, and sample size. Criteria are elucidated for choosing properties to monitor, sample size, and sampling interval.
Keywords:Stochastic models  Monitoring  Statistical tests  Experimental design
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