Modeling animal movements using stochastic differential equations

115 citations recorded by the source corpus.

Subfields: Ecology

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Effects of scale on interpreting life‐history characteristics of ungulates and carnivores (2006, methodology): “We suggest that using movement paths of mammals (Ostro et al., 1999; Johnson et al., 2001, 2002a; Brillinger et al., 2004; Preisler et al., 2004; Kie et al., 2005) holds promise for resolving some of these shortcomings, but more formal research is needed to link movement paths to selection of…”
Characterizing properties and drivers of long distance movements by elephants (Loxodonta africana) in the Gourma, Mali (2013, methodology): “The velocity-grid method is a conceptually straightforward, spatially-explicit method of empirically characterizing modes of movement behavior and complements other sophisticated model-based, state-space approaches (Morales et al., 2004; Preisler et al., 2004).”
State-space models of individual animal movement. (2008, methodology): “For example, Priesler et al. [ 58 ] used Markovian movement models (albeit not SSMs) incorporating a range of habitat features to characterize cyclical movements of elk.”