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Data · dataset · 2026

Contrasting the use of single-realization versus ensemble-average atmospheric dispersion solutions for chemical and biological defense analyses

Listed in National Center for Atmospheric Research

Chemical and biological (CB) defense systems require significant testing and evaluation before they are deployed for real-time use.

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Because it is not feasible to evaluate these systems with open-air testing alone, researchers rely on numerical models to supplement the defense-system analysis process. These numerical models traditionally describe the statistical properties of CB-agent atmospheric transport and dispersion (AT&D).

While the statistical representation of AT&D is appropriate to use in some CB defense analyses, it is not appropriate to use this class of dispersion model for all such analyses. Many of these defense-system analyses require AT&D models that are capable of simulating dispersion properties with very short time-averaging periods that more closely emulate a "single realization" of a contaminant or CB agent dispersing in a turbulent atmosphere.

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The latter class of AT&D models is superior to the former for performing CB-system analyses when one or more of the following factors are important in the analysis: high-frequency sampling of the contaminant, spatial and temporal correlations within the contaminant concentration field, and nonlinear operations performed on the contaminant concentration. This paper describes and contrasts these AT&D modeling tools and provides specific examples in which utilizing ensembles of single realizations of CB-agent AT&D is advantageous over using the statistical, "ensemble-average" representation of the agent AT&D. These examples demonstrate the importance of using an AT&D modeling tool that is appropriate for the analysis.

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Atmospheric sciences 73%
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