NEWS.md

In sfhotspot: Hot-Spot Analysis with Simple Features

sfhotspot 1.0.0

• New function hotspot_clip() added to extract points from an SF object inside the boundary of a polygon (#57).
• By default lat/lon data is now transformed to use a projected co-ordinate reference system before kernel density estimation and then transformed back afterwards (previously trying to run KDE on lat/lon data resulted in an error). Datasets can also be automatically transformed to/from lat/lon using st_transform_auto() (#48).
• Functions now return useful error if provided with an empty dataset (#58).
• Adjusted bandwidth now reported accurately (#56).
• Removed dependency on the rmarkdown package in favour of using the quarto package to generate vignettes.

sfhotspot 0.9.2

• hotspot_grid() handles certain invalid polygon geometries (#54).

sfhotspot 0.9.1

• hotspot_grid() handles non-multipolygon input geometries (#46).
• hotspot_dual_kde(), hotspot_gistar() and hotspot_kde() now warn if KDE bandwidth is smaller than cell size (#29).
• count_points_in_polygons() (which is used internally to count points in all the hotspot_*() family of functions) now respects quiet = TRUE (#52).
• Conditions now formatted with the cli package and following the Tidyverse Style Guide for errors (#47).

sfhotspot 0.9.0

• count_points_in_polygons() now passes through columns in the original dataset, which makes hotspot_count() more useful (#41).
• hotspot_grid() if provided with polygons now bases the grid on the boundary of the polygons rather than the convex hull of the boundary (#42).
• New dataset memphis_precincts showing Memphis Police Department precincts, which is required to test the new functionality of hotspot_grid().
• hotspot_gistar() now extracts nearest neighbour distance from provided grid and does not wrongly rely on (and report) an automatically generated cell size (#38).
• Warnings about grids containing very large numbers of cells is now printed before the cells are created, helping explain why code may be running slower than expected (#33).
• Improved error message produced when point data and provided grid do not overlap (#39).
• Suppressed progress bar previously included in README (#36).

sfhotspot 0.8.0

• All functions can now handle SF objects in which the geometry column has a name other than geometry (#30).
• hotspot_kde() progress bar is now suppressed by quiet = TRUE (#25).
• When KDE bandwidth is selected automatically based on a rule of thumb, the reported bandwidth now takes into account the value of bandwidth_adjust (#32).

sfhotspot 0.7.1

• Added warning if automatically created grids contain more than 100,000 cells, since this can cause other functions in the package to run very slowly (#24).
• Fixed bug in which cell size could be incorrectly rounded to zero (#26).
• Removed covr dependency.

sfhotspot 0.7.0

• New function hotspot_change() and corresponding methods for autoplot() and autolayer() for measuring change in the frequency of events between two time periods (#14).

sfhotspot 0.6.1

• Fixed bug in which the message produced when setting bandwidth automatically referred to the unadjusted rather than adjusted bandwidth (#22).

sfhotspot 0.6.0

• New function hotspot_dual_kde() for estimating different relations between the density of two point layers (#1).
• New dataset memphis_population showing the 2020 population of the centroids of census blocks in Memphis, TN.

sfhotspot 0.5.0

• Users can now specify weights for counts of points and kernel density estimation via the weights argument to hotspot_count(), hotspot_kde() and hotspot_gistar().

sfhotspot 0.4.0

• Users can now provide their own grid using the grid argument to the hotspot_*() family of functions.
• New function hotspot_grid() added so users can create a rectangular or hexagonal grid separately from counting points, calculating KDE values, etc. This may be useful to use the same grid for different datasets covering a similar area.

sfhotspot 0.3.1

• Fixed bug where ... arguments were not passed on to SpatialKDE::kde() as specified in the documentation.

sfhotspot 0.3.0

• Added autoplot() methods for plotting the results produced by hotspot_count(), hotspot_kde() and hotspot_classify().
• Added bandwidth_adjust argument to hotspot_kde() and hotspot_gistar() so that bandwidth can be set relative to the default.

sfhotspot 0.2.2

• Added checking for empty geometries and co-ordinates on Null Island (or equivalent zero co-ordinates in other co-ordinate systems). Empty geometries produce an error and zero co-ordinates produce a warning.

sfhotspot 0.2.1

• Fixed a bug where a grid of cells could not be created for an SF object with no CRS defined (and improved the error message when trying to calculate KDE values in this circumstance).
• Fixed a bug where the grid returned by the hotspot_*() family of functions was not clipped to the convex hull of the data, as specified in the documentation.

sfhotspot 0.2.0

• Added hotspot_classify() and hotspot_classify_params() functions.
• Added references to function documentation pages and the DESCRIPTION file.
• Changed \dontrun{} in some of the documentation examples to \donttest{}.

sfhotspot 0.1.1

• Fixed a problem with some of the examples in the documentation taking too long to run, which caused them to fail CRAN checks.

sfhotspot 0.1.0

• Initial release of the package with the functions hotspot_count(), hotspot_kde() and hotspot_gistar().

sfhotspot documentation built on Aug. 8, 2025, 7:26 p.m.