Monitoring corals growth trends via individual demographic variables represents, for marine biologists, a crucial issue for assessing corals population sta-tus. The von Bertalanffy function (VBGF) is widely used by non-statisticians for predicting the growth of several marine organisms. Nevertheless, parameter esti-mation of this model requires linearization techniques which neglect environmen-tal factors influence and potential variability in corals colonies. In order to over-come these limitations, a more thorough approach based on a hierarchical non-linear mixed effects model is proposed. Two model specifications, respectively based on the standard and a new VBGF parameterizations, are evaluated using data of the solitary Mediterranean coral, L. pruvoti.

Modeling multi-site individual corals growth

COCCHI, DANIELA;
2016

Abstract

Monitoring corals growth trends via individual demographic variables represents, for marine biologists, a crucial issue for assessing corals population sta-tus. The von Bertalanffy function (VBGF) is widely used by non-statisticians for predicting the growth of several marine organisms. Nevertheless, parameter esti-mation of this model requires linearization techniques which neglect environmen-tal factors influence and potential variability in corals colonies. In order to over-come these limitations, a more thorough approach based on a hierarchical non-linear mixed effects model is proposed. Two model specifications, respectively based on the standard and a new VBGF parameterizations, are evaluated using data of the solitary Mediterranean coral, L. pruvoti.
2016
Proceedings of the 48th scientific meeting of the Italian Statistical Society, Università degli Studi di Salerno, Fisciano (SA)
1
4
Cafarelli, B.; Calculli, C.; Cocchi, D.; Pignotti, E.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/590128
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