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Gladstone Fish Health Investigation 2011 - 2012 - Western Basin ...

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Hepatosomatic index121086420BarramundiBull sharkMulletQueenfishFigure 1.1. Boxplot (showing the means, quartiles and ranges) of hepatosomatic index for the laboratoryassessedfish species.To avoid any apparent biases due to the varying combinations of fish caught at each location and trip, ‘fishtype’ was included as a main effect in all models, and the ‘location by trip’ tables were extracted using the‘full’ option. This effectively estimates missing (fish) values for those location/trip combinations wheneach fish type was not caught, and correctly adjusts each mean to the overall expectation.The deliberate laboratory sampling of both diseased and unaffected fish (the target was for five of each,for each location/trip combination) introduced further complexity into the analyses. In the field, each fishwas defined as ‘not diseased’ if its skin condition, lesions category and eye condition were all zero, and‘diseased’ otherwise. For the variables measured in the laboratory, any unweighted analyses for locationsand times would only reflect the proportions of diseased fish that were submitted to the laboratory, ratherthan the overall population (as best measured by all the fish obtained in the field). To correctly adjust forthis stratification, weighting factors were calculated as:Proportion (diseased or not diseased) in the whole sampleProportion (diseased or not diseased) in the laboratory subsampleThese weighting factors were determined at the location by trip by fish species level, and then used tocorrectly weight each of the respective observations (diseased or not) in the analyses.<strong>Fish</strong> size (length or weight) was trialed as an overall covariate, but showed inconsistent trends. Problemswere encountered due to the greatly varying size ranges of the species – there was evidence that this termwas merely fitting to the overall differences in size between the fish types. Adjusting all results back to acommon mean size also made little sense, given the large difference between the average lengths for bullsharks vs. the others. Hence size was omitted from all of the cross‐species analyses, leaving size effects tobe captured in with the ‘fish type’ factor. Length was included as a covariate in the separate barramundi103

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