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Space-time modelling of blue ling for fisheries stock management ArchiMer
Augustin, Nicole H.; Trenkel, Verena; Wood, Simon; Lorance, Pascal.
Fishery catch data offer a rich potential source of information for management, if modelling can separate out the effects of fishing effort, species behaviour and population abundance. Here, we model catch data from the blue ling fishery off the northwest coast of Scotland, using generalised additive mixed models with a space time interaction represented via a novel tensor product of a soap film smooth of space with a penalized regression spline of time. The use of soap film smoothers avoids imposing correspondences between spatially adjacent areas that are in fact separated by the stock boundary. The comparison of the performance of the soap film smooth for space–time with that of a thin plate regression spline based on root mean squared prediction errors...
Tipo: Text Palavras-chave: GAMM; Finite area smoothing; Tensor product smooth; Space-time interaction; Tweedie distribution; Molvadypterygia.
Ano: 2013 URL: http://archimer.ifremer.fr/doc/00117/22795/20616.pdf
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