Official release of the accessibility R package on CRAN
Glad to annouce the official release on CRAN of the R package accessibility v1.0.0. The package is coauthored with (and led by) Daniel Herszenhut ( Twitter).
The accessibility 📦 offers a set of fast & convenient functions to calculate multiple transport accessibility measures. Given a pre-computed travel cost matrix and some land use data, users can easily calculate transport access to opportunities considering multiple accessibility measures and decay functions. See list of accessibility measures and decay functions below. Please have a look at the package website for reproducible example.
Accessibility functions currently available
cost_to_closest()
Minimum travel cost to closest N number of opportunitiescumulative_cutoff()
Cumulative access based on a travel cost cutoffcumulative_interval()
Cumulative access based on maximum travel time intervalfloating_catchment_area()
Floating catchment area accessibilitygravity()
Gravity-based accessibility measure
Decay functions currently available
For convenience, the accessibility package includes some of the most frequently used decay functions in the literature. Additionally, users can pass any custom function to convert travel costs into weights to be applied to opportunities (see vignette).
decay_binary()
Binary (a.k.a. step) decay functiondecay_exponential()
Negative exponential decay functiondecay_linear()
Linear decay functiondecay_power()
Inverse power decay functiondecay_stepped()
Stepped decay function