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Ecology and Evolutionary Biology

Master's Theses

2011

Bayesian hierarchical models

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Modeling Saltmarsh Sparrow Distribution In Connecticut, Susan T. Meiman Apr 2011

Modeling Saltmarsh Sparrow Distribution In Connecticut, Susan T. Meiman

Master's Theses

To develop a map that would predict where saltmarsh sparrows live and reproduce in Connecticut, I compared models to test a) whether field data or remote-sensing data most effectively characterized within-marsh conditions that relate to sparrow occurrence, and b) whether including landscape-level variables improved model fit. The best sparrow presence model used a variable derived from raw spectral reflectance values associated with plots where sparrows did not occur, while the best nest presence model used a combination of vegetation structure descriptions. A second nest model, built using high resolution remote sensing data that organized marsh characteristics into high and low …