Identifying spatial relationships at multiple scales: principal coordinates of neighbour matrices (PCNM) and geostatistical approaches

By Edwige Bellier, Pascal Monestiez, J. Durbec, J. Candau. 2007

89 citations recorded by the source corpus.

Subfields: Global and Planetary Change, Nature and Landscape Conservation

View Paper: https://www.semanticscholar.org/paper/3480131170c4898ff1b520eeaab64eea476286de

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In Global and Planetary Change

In Nature and Landscape Conservation

Citations in the corpus

Multivariate correlations between imagery and field measurements across scales: comparing pixel aggregation and image segmentation (2010, background): “Patterns of semi-variance against lag distance that do not increase monotonically to the sill can indicate the presence of cyclic spatial structures or multi-scale patterns in the data (Radeloff et al. 2000; Bellier et al. 2007 ).”
Spatial statistics, spatial regression, and graph theory in ecology (2012, methodology): “, 2006; Griffith and Peres-Neto, 2006) or nested kriging (Wackernagel, 2003; Bellier et al., 2007) for sampled data, and a wavelet multi-scale decomposition for grid data (Keitt and Urban, 2005; James et al.”
Influence of landscape structure and stand age on species density and biomass of a tropical dry forest across spatial scales (2011, background): “Therefore, the assessment of relationships between community attributes and landscape structure should consider scale-dependent ecological processes (Bellier et al. 2007).”
Forward selection of explanatory variables. (2008, background): “Key words: forward selection; Moran’s eigenvector maps (MEM); non-orthogonal explanatory variables; orthogonal explanatory variables; principal coordinates of neighbor matrices (PCNM); simulation study; Type I error.”
Community ecology in the age of multivariate multiscale spatial analysis (2012, methodology): “…yes ordination method M9 multiscale pattern analysis (MSPA) Jombart et al. (2009) possible raw data table M10 linear model of coregionalization (LMC) Bellier et al. (2007), Warckernagel (2003) yes raw data table M11 constrained clustering Gordon (1996) possible raw data table M12 boundary…”
Body size and dispersal mode as key traits determining metacommunity structure of aquatic organisms. (2012, methodology): “…of the metacommunities , we divided the MEM variables of the spatial models into three categories of spatial scale, following the approach of Bellier et al. (2007): broad-scale (linear trends and MEM 1–16), intermediatescale (MEM 17–33) and fine-scale spatial patterns (MEM 33–50) with…”
Beyond description: the active and effective way to infer processes from spatial patterns. (2009, background): “…autocorrelated because of contagious biotic processes (e.g., dispersal, competition), historical factors (e.g., disturbance; Leduc et al. 1992), or spatially structured environmental predictors (e.g., soil carbon; Haining 1993, Legendre et al. 2004, Bellier et al. 2007; MacKenzie et al. 2008).”