10.04.2013 Views

Carbaryl, Carbofuran, and Methomyl - National Marine Fisheries ...

Carbaryl, Carbofuran, and Methomyl - National Marine Fisheries ...

Carbaryl, Carbofuran, and Methomyl - National Marine Fisheries ...

SHOW MORE
SHOW LESS

Create successful ePaper yourself

Turn your PDF publications into a flip-book with our unique Google optimized e-Paper software.

the n x n square matrix (A) by assigning each age a number (1 through n) <strong>and</strong> each transition<br />

from age i to age j becomes the element aij of matrix A (i = row, j = column) <strong>and</strong> represent the<br />

proportion of the individuals in each age passing to the next age as a result of survival. The<br />

reproductive element (a1j) gives the number of offspring that hatch per individual in the<br />

contributing age, j. The reproductive element value incorporates the proportion of females in<br />

each age, the proportion of females in the age that are sexually mature, fecundity, fertilization<br />

success, <strong>and</strong> hatch success.<br />

In order to underst<strong>and</strong> the relative impacts of a short-term exposure of a single pesticide on<br />

exposed vs. unexposed fish, we used parameters for an idealized control population that exhibits<br />

an increasing population growth rate. All characteristics exhibit density independent dynamics.<br />

The models assume closed systems, allowing no migration impact on population size. No<br />

stochastic impacts are included beyond natural variability as represented by selecting parameter<br />

values from a normal distribution about a mean each model iteration (year). Ocean conditions,<br />

freshwater habitat, fishing pressure, <strong>and</strong> marine resource availability were assumed constant <strong>and</strong><br />

density independent.<br />

In the model an individual fish experiences an exposure once as a sub-yearling (during its first<br />

spring) <strong>and</strong> never again. The pesticide exposure is assumed to occur annually. All sub-yearlings<br />

within a given population are assumed to be exposed to the pesticide. No other age classes<br />

experience the exposure. The model integrates this as every brood class being exposed as subyearlings<br />

<strong>and</strong> thus the vital demographic rates of the transition matrix are continually impacted in<br />

the same manner. Regardless of the level of AChE inhibition due to the direct exposure, only the<br />

sublethal effects are incorporated in the models at this time.<br />

The model recalculates first-year survival for each run using a size-dependent survival value<br />

selected from a normal distribution with the mean <strong>and</strong> st<strong>and</strong>ard deviation produced by Equation<br />

S. Population model output consists of the percent change in lambda from the unexposed control<br />

populations derived from the mean of two thous<strong>and</strong> calculations of both the unexposed control<br />

population <strong>and</strong> the pesticide exposed population. Change in lambda, representing alterations to<br />

543

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!