Skip to contents

Wrapper function

thin_points()
Spatial Thinning of Points

Methods functions

brute_force_thinning()
Perform Brute Force Thinning
kd_tree_thinning()
Perform K-D Tree ANN Thinning
r_tree_thinning()
Perform R-Tree Thinning
rounding_hashing_thinning()
Rounding Hashing Thinning
grid_thinning()
Perform Grid-Based Thinning of Spatial Points
precision_thinning()
Precision Thinning of Spatial Points

Helper functions

max_thinning_algorithm()
Thinning Algorithm for Spatial Data
long_lat_to_cartesian()
Convert Geographic Coordinates to Cartesian Coordinates
assign_coords_to_grid()
Assign Geographic Coordinates to Grid Cells

Datasets

caretta
Loggerhead Sea Turtle (Caretta caretta) Occurrences in the Mediterranean Sea