We report experimental observations of the dynamic behavior of single, magnetically tagged 3-4 mm particles varying in density from 0.55 g/cm(3) to 1.2 g/cm(3) as they migrate freely in a bubbling air fluidized bed of 177-250 mu m glass beads of 2.5 g/cm(3) density over a range of air flows. The densities of the tracer particles (made by imbedding small magnets in wooden particles) were chosen to span a range typical for many biomass materials and exhibited both segregated and well mixed behavior. Using high-speed measurements from externally mounted magnetic probes, we Were able to reconstruct three-dimensional spatial and temporal information about the tracers trajectories over periods: of five minutes. Based on this information, we describe general trends in how the tracers moved and redistributed themselves as functions of their density, fluidization air flow; and the overall concentration of low density particles present One key finding was that the time average vertical probability: distribution of the tracer particles locations is consistent with a Weibull distribution. The effective Weibull. parameters appear to vary systematically with the degree of fluidization and particle density. Also, we observed that temporal autocorrelations in the vertical position Of the tracer particles vary systematically with fluidization intensity and reveal important information about the dominant bed circulation time scales. Our results suggest that it may be possible to develop relatively simple statistical models or correlations for describing the spatial distribution and circulation of mm sized particles in bubbling beds of this type. Such tools should be useful for simulating some types of fluidized biomass processing and for validating kinetic-theory models of fluidized bed systems.