Spatio-temporal modeling of striped-bass egg, larval movement, and fate in the San Francisco Bay-Delta
Authored by Kenneth A Rose, Arash Massoudieh, Erik Loboschefsky, Ted Sommer, Timothy Ginn, Frank Loge
Date Published: 2011
DOI: 10.1016/j.ecolmodel.2011.08.009
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Abstract
Most models developed for the movement and fate of eggs and larvae of
aquatic species are based on a particle tracking approach. Although this
method has many advantages due to its high flexibility, particle
tracking may become computationally intensive for complex geometries and
when large numbers of particles are needed to simulate the population
properly. In continuous models based on advection and dispersion
mechanisms, the computational burden is independent of the size of the
population. We developed a continuous fate and transport model for
striped bass eggs and larvae in the San Francisco Bay-Delta. The model
predicts the concentration of eggs and larvae at any location over time.
The method of moments was used to account for the effect of temperature
and age on the transition of eggs to larvae and larvae to juveniles. Egg
and larval mortality were represented as functions of temperature, and
eggs also experienced settling mortality. The fate and transport model
used the same one-dimensional spatial grid as the existing Delta
Simulation Model II (DSM2) hydrodynamics model. DSM2 output of flow
rates, water depths, and cross-sectional areas were inputted into the
fate and transport model to determine transport. The model was applied
to striped bass eggs and larvae data collected during years 1990-1994;
agreement between the modeled and the measured data was acceptable in
most cases. Exploratory simulations were performed to demonstrate how
the model could be used to evaluate the effects on egg and larval
survival and total juvenile production of water diversions for supply
and agricultural use and changes in the long-term mean water
temperature. The model can be further used to examine the impact of
various operation strategies in the San Francisco Bay-Delta, where
diversion losses of early life stages of fishes remain a major
management issue. (C) 2011 Elsevier B.V. All rights reserved.
Tags
Individual-based model
Simulation
Spatially explicit
California
Variability
Temperature
Estuary
Transport
Chesapeake bay
Fish eggs