Modeling turbidity type and intensity effects on the growth and starvation mortality of age-0 yellow perch
Authored by Nathan F Manning, Jonathan M Bossenbroek, Christine M Mayer, David B Bunnell, Jeff T Tyson, Lars G Rudstam, James R Jackson
Date Published: 2014
DOI: 10.1139/cjfas-2013-0528
Sponsors:
United States Geological Survey (USGS)
United States National Science Foundation (NSF)
Great Lakes Fishery Commission
Platforms:
No platforms listed
Model Documentation:
Other Narrative
Flow charts
Mathematical description
Model Code URLs:
Model code not found
Abstract
We sought to quantify the possible population-level influence of
sediment plumes and algal blooms on yellow perch (Perca flavescens), a
visual predator found in systems with dynamic water clarity. We used an
individual-based model (IBM), which allowed us to include variance in
water clarity and the distribution of individual sizes. Our IBM was
built with laboratory data showing that larval yellow perch feeding
rates increased slightly as sediment turbidity level increased, but that
both larval and juvenile yellow perch feeding rates decreased as
phytoplankton level increased. Our IBM explained a majority of the
variance in yellow perch length in data from the western and central
basins of Lake Erie and Oneida Lake, with R-2 values ranging from 0.611
to 0.742. Starvation mortality was size dependent, as the greatest daily
mortality rates in each simulation occurred within days of each other.
Our model showed that turbidity-dependent consumption rates and
temperature are key components in determining growth and starvation
mortality of age-0 yellow perch, linking fish production to land-based
processes that influence water clarity. These results suggest the timing
and persistence of sediment plumes and algal blooms can drastically
alter the growth potential and starvation mortality of a yellow perch
cohort.
Tags
Individual-based model
Land-use
harmful algal blooms
Laurentian great-lakes
Western lake-erie
Size-dependent predation
Mussels dreissena-polymorpha
Ontogenic niche
shifts
Oneida lake
Largemouth bass