metaRange - Framework to Build Mechanistic and Metabolic Constrained Species
Distribution Models
Build spatially and temporally explicit process-based
species distribution models, that can include an arbitrary
number of environmental factors, species and processes
including metabolic constraints and species interactions. The
focus of the package is simulating populations of one or
multiple species in a grid-based landscape and studying the
meta-population dynamics and emergent patterns that arise from
the interaction of species under complex environmental
conditions. It provides functions for common ecological
processes such as negative exponential, kernel-based dispersal
(see Nathan et al. (2012)
<doi:10.1093/acprof:oso/9780199608898.003.0015>), calculation
of the environmental suitability based on cardinal values ( Yin
et al. (1995) <doi:10.1016/0168-1923(95)02236-Q>, simplified by
Yan and Hunt (1999) <doi:10.1006/anbo.1999.0955> see eq: 4),
reproduction in form of an Ricker model (see Ricker (1954)
<doi:10.1139/f54-039> and Cabral and Schurr (2010)
<doi:10.1111/j.1466-8238.2009.00492.x>), as well as metabolic
scaling based on the metabolic theory of ecology (see Brown et
al. (2004) <doi:10.1890/03-9000> and Brown, Sibly and
Kodric-Brown (2012) <doi:10.1002/9781119968535.ch>).