Spatially Balanced Sampling Algorithms

Encapsulates a number of spatially balanced sampling algorithms, namely, Balanced Acceptance Sampling (equal, unequal, seed point, panels), Halton frames (for discretizing a continuous resource), Halton Iterative Partitioning (equal probability), Simple Random Sampling, Dynamic Assignment Sampling and Doubly balanced Dynamic Assignment Sampling. Robertson, B. L., Brown, J. A., McDonald, T. and Jaksons, P. (2013) . Robertson, B. L., McDonald, T., Price, C. J. and Brown, J. A. (2017) . Robertson, B. L., McDonald, T., Price, C. J. and Brown, J. A. (2018) . Robertson, B. L., van Dam-Bates, P. and Gansell, O. (2021a) . Robertson, B. L., Davies, P., Gansell, O., van Dam-Bates, P., McDonald, T. (2025) . Robertson, B.L., Price, C.J., Reale, M., Davies, P. (2026) . Robertson, B.L., Price, C.J., Reale, M., Davies, P. (2026) .


R package spbal.

A package to encapsulate a number of spatially balanced sampling algorithms, namely, BAS (equal, unequal, seed point, panels), Halton frames (for discretizing a continuous resource), HIP (equal probability) and Simple Random Sampling (SRS).

Dynamic Assignment Sampling (DAS) and Doubly balanced Dynamic Assignment Sampling (doubleDAS) implemented in spbal 1.1.0.

spbal-1.1.0

Reference manual

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install.packages("spbal")

1.1.0 by Phil Davies, 21 hours ago


Browse source code at https://github.com/cran/spbal


Authors: Phil Davies [aut, cre] , Blair Robertson [aut] , Paul van Dam-Bates [aut] , Oliver Gansell [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports units, sf, Rcpp

Suggests knitr, rmarkdown, testthat, bookdown, ggplot2, gridExtra, reshape2

Linking to Rcpp, RcppArmadillo, RcppThread

System requirements: C++17


Suggested by rLakeHabitat.


See at CRAN