Defining a procedure for integrating multiple oceanographic variables in ensemble models of marine species distribution

Diego Panzeri,Simone Libralato,Roberto Carlucci,Giulia Cipriano,Isabella Bitetto,Maria Teresa Spedicato,Francesco Masnadi,Pasquale Ricci,Giuseppe Scarcella,Tommaso Russo,Walter Zupa,Nedo Vrgoc,Lorenzo D’Andrea,Cosimo Solidoro

2021 International Workshop on Metrology for the Sea; Learning to Measure Sea Health Parameters (MetroSea)（2021）

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摘要

Marine species distribution models are largely used in ecology and fishery science to support the management of marine exploited resources. This study was focused on defining a procedure to develop an ensemble model, combining 5 differents modeling approaches. For each approach, we implemented spatial training and test data set to evaluate the best performance of 9 models through a set of indicato...

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关键词

species distribution model,model training and test,marine exploited species,oceanographic variables,model ensemble,performance indicators

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