Regression modelGIS / spatial
Multiscale Spatial Autocorrelation
Multiscale spatial autocorrelation extends classical spatial autocorrelation analysis by computing and comparing autocorrelation statistics (such as Moran's I) across a range of spatial scales simultaneously. This reveals at which geographic distances or resolutions spatial clustering or dispersion is strongest, providing a richer picture than a single global measure.
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Sources
- Borcard, D., & Legendre, P. (2002). All-scale spatial analysis of ecological data by means of principal coordinates of neighbour matrices. Ecological Modelling, 153(1-2), 51-68. DOI: 10.1016/S0304-3800(01)00501-4 ↗
- Csillag, F., & Kabos, S. (2002). Wavelets, boundaries, and the spatial analysis of landscape pattern. Ecoscience, 9(2), 177-190. DOI: 10.1080/11956860.2002.11682703 ↗