R Observatory: Metrics for MBGapp version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MBGapp

0.1.0Package record

Interactive 'shiny' Application for Model-Based Geostatistics

0packages depend

1.5Kdownloads / year

87.5%test coverage

11/13flavors OK

Overview

About

Maintained by Olatunji JohnsonCRAN page ↗GitHub ↗Issues ↗

Provides an interactive 'shiny' application for teaching and applied analysis of geostatistical data. Users can explore spatial data, assess spatial correlation through the empirical variogram, fit model-based geostatistical models for continuous, prevalence and count outcomes, produce spatial predictions, and download reports. The methodology follows the model-based geostatistics framework of Diggle and Giorgi (2019, ISBN:9781138732353).

Install

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

install.packages("MBGapp", 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("olatunjijohnson/MBGapp")

Development version from olatunjijohnson/MBGapp. 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-mbgapp

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-MBGapp

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-MBGapp

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

2NOTE11OK

Check messages

NOTEdependencies in R coder-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc

Namespaces in Imports field not imported from:
  ‘RiskMap’ ‘dplyr’ ‘geoR’ ‘ggplot2’ ‘grDevices’ ‘httr2’ ‘leafem’
  ‘leaflet’ ‘magrittr’ ‘readr’ ‘rmarkdown’ ‘sf’ ‘shinyjs’ ‘splines’
  ‘stars’ ‘terra’ ‘tidyr’ ‘tidyterra’
All declared Imports should be used.

CRAN check page ↗

Slowest check: 52 s · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-09-08
ERROR11 OK, 1 NOTE, 1 ERROR2026-09-07
NOTE6 OK, 2 NOTE2026-07-11

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMEYes · 380 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 2 (1 internal)includes a package overview page
Examples that run: 100%1 run in a plain check (under a condition)
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

1.5K

CRAN downloads in the past year

Rank #5,976 · ~4/day · ~125/mo

Releases R versions

Daily download trend is not available in this view yet.

64130 days

1.4K90 days

1.5K1 year

Compare downloads with other packages →

Also on19 r2u

How downloads are counted

Repository

olatunjijohnson/mbgapp ↗Account: olatunjijohnson

2Stars

1Forks

0Open issues

0Open PRs

0Releases

47Commits

1Commit identities

47 commits · Last activity 2026-06-26

Responsiveness

not measured

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/olatunjijohnson/mbgapp on 2026-10-18.

Continuous integration (2)

Travis CI (config file)AppVeyor

Docs source (1)

README.Rmd

Coverage (1)

Coverage reporting (Codecov)

CRAN release process (1)

cran-comments.md

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen 2026-06-21
Commits: at least 4 crediting it in the message

Models named in its commits

Claude Sonnet 4.64 commits · Jun 2026

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Installing MBGapp adds 155 packages (82 with compiled code, 144 MB of source tarballs). Heaviest: stringi 11 MB, sf 9.3 MB, ggplot2 6.0 MB.

Depends (0)

none

Imports (19)

geoR ggplot2 shiny sf dplyr readr tidyr magrittr leaflet leafem tidyterra stars RiskMap terragrDevicesshinyjssplineshttr2 rmarkdown

LinkingTo (0)

none

Suggests (3)

INLA covr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Olatunji Johnson

Maintainer since 0.1.0 (2026), Author

Claudio Fronterre

Author

Emanuele Giorgi

Author

Releases (1)

0.1.0Latest
record
2026-07-10 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-10
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Additional repositories: inla.r-inla-download.org
Download size: 337 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MBGapp")

Format

Johnson, O., Fronterre, C., & Giorgi, E. (2026). MBGapp: Interactive 'shiny' Application for Model-Based Geostatistics (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.MBGapp

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for MBGapp version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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