spatialrisk 0.8.0
Main API changes
- Added
concentration_hotspot()as the main function for fixed-radius concentration hotspot detection. The function returns ahotspotobject withhotspotsandcontributing_pointscomponents. - Added
method = "continuous"as the default method forconcentration_hotspot(). It searches for hotspot centres that may lie between observed points, using spatial screening followed by Rcpp pair-intersection refinement. If the local subset exceedsmax_refinement_points, it falls back tomethod = "grid". - Added
method = "observed"toconcentration_hotspot(), an experimental Rcpp spatial-indexing alternative that searches observed point locations only. - Deprecated
find_highest_concentration()in favour ofconcentration_hotspot(). The deprecated function remains available for existing code. - Renamed the
concentration()workflow toradius_sum(), with clearertargetsandreferencearguments. The oldconcentration()function remains available as a deprecated compatibility wrapper. - Renamed
radius_sum(display_progress = )toradius_sum(progress = )for consistency withconcentration_hotspot(). - Renamed
points_in_circle()topoints_within_radius(). The old function remains available as a deprecated compatibility wrapper. - Replaced
points_to_polygon()withsummarise_points_by_polygon(), which more clearly describes joining point data to polygons and summarising a numeric point attribute. The old function remains available as a deprecated compatibility wrapper. - Renamed
plot_points()tomap_points(). The old function remains available as a deprecated compatibility wrapper.
Function improvements
- Improved
haversine()and the underlying C++ distance calculation by reducing unnecessary operations and adding stricter input checks. - Improved
points_within_radius()validation and handling of multiple centre coordinates. - Improved
radius_sum()validation, output column handling, and C++ prefiltering of incomplete reference rows. - Updated
concentration_hotspot()documentation to clarify that the function uses a grid-based search with local refinement. The search precision is controlled bycell_sizeandgrid_precision. -
concentration_hotspot()now usesprogressinstead ofprint_progress. Since this is a new public API, the old argument is not retained there; older deprecated functions still translate their legacy progress arguments. - Deprecated
interpolate_spline()because spline interpolation is outside the main scope of the package. The function remains available for compatibility.
Mapping and visualisation
- Consolidated choropleth mapping around
choropleth(), usingtmapfor both static and interactive output. - Deprecated
choropleth_ggplot2()in favour ofchoropleth(). - Moved optional visualisation packages such as
mapview,tmap,ggplot2, andclassInttoSuggests.
Data and documentation
- Reorganised dataset documentation by topic: Dutch spatial boundary data, KNMI stations, insurance example data, and Groningen example addresses.
- Moved
knmi_historic_data()to its own function documentation file and improved validation for years, station IDs, progress handling, failed downloads, and temporary-file cleanup. - Added tests for package dataset schemas and
knmi_historic_data()input validation. - Added a main vignette on fixed-radius concentration analysis in an applied insurance setting.
- Updated the visualisation vignette to use the current
choropleth()API. - Rewrote the README in a more applied, method-oriented style suitable for use alongside an actuarial paper.
- Updated
DESCRIPTIONwith a more specific title and broader package description. - Centralised small deprecated compatibility wrappers in one file.
spatialrisk 0.7.3
CRAN release: 2025-09-14
- Updated and improved all function documentation (roxygen2).
spatialrisk 0.7.2
CRAN release: 2025-05-25
- Introduced
find_highest_concentration(): a faster and more accurate alternative tohighest_concentration(), leveraging focal statistics for optimal results. - Deprecated
highest_concentration()in favor of the new, improved function. - Updated
plot_points()to utilizemapview::mapview()for enhanced interactive map visualizations. - Revised the README to reflect these new features and updates.
spatialrisk 0.7.1
CRAN release: 2024-02-21
-
plot_points()now returns a warning when a specific provider tile is not available.
spatialrisk 0.7.0
CRAN release: 2021-11-10
-
neighborhood_gh_search()now returns a more precise outcome when the radius of the circle is not equal to 200m. -
sf::st_crs()is used forsfobjects to not show the message that old crs is detected anymore.
spatialrisk 0.6.9
CRAN release: 2021-05-26
-
highest_concentration()now returns correct highest concentration when the circle of the highest concentration overlaps more than one geohash. -
plot.concentration()now handles many lon/lat pairs better.
spatialrisk 0.6.8
CRAN release: 2021-05-18
-
highest_concentration()is added to do a fast search for the coordinates of the highest concentration. -
neighborhood_gh_search()is added to look for even higher concentrations in the neighborhood of the coordinates found byhighest_concentration().
spatialrisk 0.6.7
CRAN release: 2020-04-23
- A package website is added using pkgdown.
-
concentration()andpoints_in_circle()now return error messages when the data does not contain columns forlonandlat. -
concentration()andpoints_in_circle()have updated documentation. -
haversine()now returns NA when coordinates are missing.
spatialrisk 0.6.6
CRAN release: 2020-03-21
-
points_to_polygon()is updated to keep spatialrisk and a new version of dplyr working together smoothly.
spatialrisk 0.6.5
CRAN release: 2019-11-06
-
knmi_historic_data()andknmi_stations()are added to retrieve data from weather stations in the Netherlands.
spatialrisk 0.6.4
CRAN release: 2019-10-25
-
interpolate_krige()andinterpolate_spline()are added for interpolation and smoothing on the sphere.
spatialrisk 0.6.3
CRAN release: 2019-10-18
- Data sets
nl_corop(),nl_gemeente(),nl_postcode1(),nl_postcode2(),nl_postcode3(),nl_postcode4(), andnl_provincie()now contain columnslongitudeandlatitudefor the centroid of the polygons.
spatialrisk 0.6.2
CRAN release: 2019-07-29
- Non UTF-8 character removed from column
areanamein data setnl_gemeente(). - In
choropleth(),nspecifies the number of clusters in a map. - In data sets
nl_corop(),nl_gemeente(),nl_postcode1(),nl_postcode2(),nl_postcode3(),nl_postcode4(), andnl_provincie, columnareanamenow refers to the region.
spatialrisk 0.6.1
CRAN release: 2019-04-30
- In
points_to_polygon(),outside_printshows the points that are not within any polygon.
spatialrisk 0.6.0
CRAN release: 2019-04-08
-
points_to_polygon()is added. - Data sets
europe_countries()andworld_countries()are added.
spatialrisk 0.5.1
CRAN release: 2019-03-01
- In
concentration()the algorithm for testing if a point is inside a circle is updated by testing whether the point is inside a square diamond inside the square.
