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Zone of influence (ZoI) functions

Functions to represent the zone of influence

dist_decay() threshold_decay() step_decay() bartlett_decay() tent_decay() linear_decay() gaussian_decay() half_norm_decay() exp_decay()
Zone of Influence (ZOI) functions
plot_zoi1d()
Plot the functions for the nearest and cumulative zone of influence in 1 dimension

Compute zones of influence (ZoI)

Functions to compute the zone of influence for raster maps

calc_zoi()
Calculates the zone of influence from the nearest feature and the cumulative zone of influence of multiple features
calc_zoi_cumulative()
Calculate the cumulative zone of influence of multiple features
calc_zoi_nearest()
Calculate the zone of influence from the nearest feature

Spatial filters

Creating spatial filters to compute a meaningful zone of influence

filter_create()
Create filters or kernel matrices for raster neighborhood analyses
filter_save()
Save kernel/filter matrix to use outside R

Visualization

Functions to help interpreting parameters and visualizing cumulative impacts

rescale_coefficients()
Rescale standardized coefficients back to their original range after model fitting

Raster processing ancillary functions

GRASS GIS ancillary functions to process rasters and prepare inputs for computing zones of influence

grass_binarize()
Binarize continuous raster maps
grass_find_layer()
Find layers within GRASS GIS with multiple patterns
grass_v2rast_count()
Rasterizes a vector counting the number of features in each pixel
raster_rescale()
Rescale raster values

Support for landscape simulation

set_points()
Simulate points in a landscape
set_points_from_raster()
Simulate points using input raster as weights
set_points_sample()
Simulate regular or random points in 2D
isolation() mean_isolation()
Isolation and mean isolation of points in space

Datasets

Datasets for testing the ZoI approach

reindeer
GPS positions for wild reindeer in Norway.
reindeer_area.gpkg
Reindeer area: a polygon vector data for the Setesdal Austhei reindeer herding area
reindeer_cabins.gpkg
Cabins vector data for the reindeer area
reindeer_roads_private.gpkg
Private roads vector data for the reindeer area
reindeer_roads_public.gpkg
Public roads vector data for the reindeer area
sample_area_cabins.tif
Cabin presence raster data for the sample area
sample_area_cabins_count.tif
Cabin count raster data for the sample area
sample_area_roads.tif
Road raster data for the sample area
sample_area.gpkg
Sample area: a polygon vector data
sample_area_cabins.gpkg
Cabins vector data for the sample area
sample_area_roads.gpkg
Road vector data for the sample area