{"refrec":{"BRefID":124196,"RR":"<b>Willems, W.; Goethals, P.; Van den Eynde, D.; Van Hoey, G.; Van Lancker, V.; Verfaillie, E.; Vincx, M.; Degraer, S.</b> (2008). Where is the worm? Predictive modelling of the habitat preferences of the tube-building polychaete <i>Lanice conchilega</i>. <i>Ecol. Model. 212(1-2)</i>: 74-79. <a href=\"http://dx.doi.org/10.1016/j.ecolmodel.2007.10.017\" target=\"_blank\">dx.doi.org/10.1016/j.ecolmodel.2007.10.017</a>","BEntID":118395,"PublicFlag":1,"CheckedFlag":1,"wosflag":1,"vabbflag":1,"RefStringPartII":". <i>Ecol. Model. 212(1-2)</i>: 74-79. <a href=\"https://dx.doi.org/10.1016/j.ecolmodel.2007.10.017\" target=\"_blank\">https://dx.doi.org/10.1016/j.ecolmodel.2007.10.017</a>","DocTypID":8,"DocType":"Journal article","MarineFlag":1,"FreshFlag":0,"BrackishFlag":0,"TerrestrialFlag":0,"Authorstring":"Willems, W.; Goethals, P.; Van den Eynde, D.; Van Hoey, G.; Van Lancker, V.; Verfaillie, E.; Vincx, M.; Degraer, S.","OrigTitleTranslFlag":0,"Authorstringtrunc":"Willems, W. <i>et al.</i>","Englishabstract":"Grab samples to monitor the distribution of marine macrobenthic species (animals >1 mm, living in the sand) are time consuming and give only point based information. If the habitat preference of a species can be modelled, the spatial distribution can be predicted on a full coverage scale from the environmental variables. The modelling techniques Generalized Linear Models (GLM) and Artificial Neural Networks (ANN) were compared in their ability to predict the occurrence of <i>Lanice conchilega</i>, a common tube-building polychaete along the North-western European coastline. Although several types of environmental variables were in the data set (granulometric, currents, nutrients) only three granulometric variables were used in the final models (median grain-size, % mud and % coarse fraction). ANN slightly outperformed GLM for a number of performance indicators (% correct predictions, specificity and sensitivity), but the GLM were more robust in the crossvalidation procedure.","AbstractOtherLang":null,"BibLvlCode":"AS","StandardTitle":"Where is the worm? 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