We developed a generalized spatial dynamic age-structured multistock produc
tion model by linking bioenergetic principles of physiology, population eco
logy, and community trophodynamics to a two-dimensional finite-element hydr
odynamic circulation model. Animal movement is based on a search of an envi
ronmental-habitat feature vector that maximizes cohort production dynamics.
We implemented a numerical version of the model and used scientific data v
isualization to display real-time results. As a proxy for larger regional-s
cale dynamics, we applied the model to study the space-time behavior of rec
ruitment and predator-prey production dynamics for cohorts of spotted seatr
out (Cynoscion nebulosus) and pink shrimp (Penaeus duorarum) in the tropica
l waters of Biscayne Bay, Florida.