spatialsample

0.6.1

Spatial Resampling Infrastructure

4packages depend

41.8Kdownloads / year

91.7%test coverage

13/13checks pass

Overview

About

Maintained by Michael MahoneyFirst published 2021-03-049 releasesCRAN page ↗GitHub ↗

Functions and classes for spatial resampling to use with the 'rsample' package, such as spatial cross-validation (Brenning, 2012) doi:10.1109/IGARSS.2012.6352393. The scope of 'rsample' and 'spatialsample' is to provide the basic building blocks for creating and analyzing resamples of a spatial data set, but neither package includes functions for modeling or computing statistics. The resampled spatial data sets created by 'spatialsample' do not contain much overhead in memory.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("spatialsample", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("tidymodels/spatialsample")

Development version from tidymodels/spatialsample. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-spatialsample

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-spatialsample

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-spatialsample

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 16.5 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 20.54

91.7%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 333 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 94%
Return-value docs: 60%
References docs: 40%

Downloads

41.8K

CRAN downloads in the past year

Rank #2,306 · ~115/day · ~3.5K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.8K30 days

10K90 days

41.8K1 year

Compare downloads with other packages →

Also on570 r2u26 autocran1.6K conda_forge78 c2d4u

Repository

GitHub ↗ tidymodels/spatialsample

78Stars

6Forks

4Open issues

0Open PRs

8Releases

160Commits

5Contributors

160 commits · Last activity 2026-07-06 · 0% stars, 30d

Stars over time

2025-04-28 · 742026-07-07 · 78

Repository practices

Upstream repositoryBeta

10 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/tidymodels/spatialsample on 2026-07-19.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (3)

AirVS CodeRStudio project

Coverage (1)

Codecov

Governance and community (1)

CODEOWNERS

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6

Imports (12)

dplyr ggplot2 glue purrr rlang rsample sfstatstibble tidyselect units vctrs

LinkingTo (1)

cpp11

Suggests (12)

covr gifski knitr lwgeom modeldata rmarkdown testthat tidyr vdiffr whisker withr yardstick

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

1indirect

tidysdm RiskMap h3sdm waywiser

Code & Tests

Code Composition

R 4,197 (69%)Markdown 985 (16%)Rd 626 (10%)Vignettes 182 (3%)C++ 61 (1%)

Code characteristics

Object systems

S366

Cyclomatic complexity: 1.0 median / 13 max
Test cases: 90 / 20.54 per code line

Test coverage

Line coverage

92%

Expression

89.1%

Tests / Examples

91.7% / 64% ex

Functions

103 5 exported

Complexity

1.8 avg / 13 max

Call network

103 nodes / 81 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

103 functions

Function	Cyclo	Coverage
.onLoad	1	0%
stop_never_called	1	0%
test_data	1	0%
vec_ptype2.data.frame.spatial_block_cv	1	0%
vec_ptype2.data.frame.spatial_buffer_vfold_cv	1	0%
vec_ptype2.data.frame.spatial_clustering_cv	1	0%

People & History

People (3)

Maintainer (1)

Michael Mahoney

Author, Maintainer · added in 0.2.0

Authors (2)

Michael Mahoney

Author, Maintainer · added in 0.2.0

Julia Silge

Author

Posit Software, PBC

Funders (1)

Posit Software, PBC

Listed in earlier versions (1)

RStudio

no longer listed · 0.1.0 to 0.3.0

Package Timeline

9 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.6.1Latest
2025-12-02 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.6.0
2024-10-02 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.5.1
2023-11-08 · diff ↗
0.5.0
2023-11-03 · diff ↗
0.4.0
2023-05-17 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.3.0
2023-01-17 · diff ↗
0.2.1
2022-08-06 · diff ↗
0.2.0
2022-06-17 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.1.0
2021-03-04
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-03-04
Total releases: 9 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.6
Bundled data: 0.1 KB / 1 file
Download size: 3.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Analysis of Spatial Data

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