GLCMTextures

This R package calculates the most common gray-level co-occurrence matrix (GLCM) texture metrics used for spatial analysis on raster data.

https://github.com/ailich/glcmtextures

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
○
DOI references
○
Academic publication links
✓
Committers with academic emails
2 of 3 committers (66.7%) from academic institutions
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (5.9%) to scientific vocabulary

Last synced: 7 months ago · JSON representation ·

Repository

This R package calculates the most common gray-level co-occurrence matrix (GLCM) texture metrics used for spatial analysis on raster data.

Basic Info

Host: GitHub
Owner: ailich
License: gpl-3.0
Language: R
Default Branch: master
Homepage: https://ailich.github.io/GLCMTextures/
Size: 12.6 MB

Statistics

Stars: 12
Watchers: 3
Forks: 3
Open Issues: 6
Releases: 14

Created over 5 years ago · Last pushed 8 months ago

Metadata Files

Readme License Citation

README.Rmd

---
title: "README"
author: "Alexander Ilich"
date: "`r format(Sys.time(), '%B %d, %Y')`"
output: 
  github_document:
    pandoc_args: --mathml
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE, warning = FALSE, message = FALSE, fig.path = "man/figures/README-", out.width = "100%") #Default chunk options
md_fig_dir<- "man/figures/" #Path relative to this Rmd
R_fig_dir<- "../figures/" #Path relative to child Rmd
```

```{r child='man/fragments/README_Frag.Rmd'}
```

Owner

Name: Alex
Login: ailich
Kind: user

Repositories: 5
Profile: https://github.com/ailich

Citation (CITATION.cff)

# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "GLCMTextures" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'GLCMTextures: GLCM Textures of Raster Layers'
version: 0.6.3
doi: 10.5281/zenodo.4310186
identifiers:
- type: doi
  value: 10.32614/CRAN.package.GLCMTextures
abstract: Calculates grey level co-occurrence matrix (GLCM) based texture measures
  (Hall-Beyer (2017) <https://prism.ucalgary.ca/bitstream/handle/1880/51900/texture%20tutorial%20v%203_0%20180206.pdf>;
  Haralick et al. (1973) <https://doi.org/10.1109/TSMC.1973.4309314>) of raster layers
  using a sliding rectangular window. It also includes functions to quantize a raster
  into grey levels as well as tabulate a glcm and calculate glcm texture metrics for
  a matrix.
authors:
- family-names: Ilich
  given-names: Alexander
  email: ailich@usf.edu
  orcid: https://orcid.org/0000-0003-1758-8499
preferred-citation:
  type: generic
  title: GLCMTextures
  authors:
  - family-names: Ilich
    given-names: Alexander R.
  year: '2020'
  doi: 10.5281/zenodo.4310186
  url: https://github.com/ailich/GLCMTextures
repository: https://CRAN.R-project.org/package=GLCMTextures
repository-code: https://github.com/ailich/GLCMTextures
url: https://ailich.github.io/GLCMTextures/
contact:
- family-names: Ilich
  given-names: Alexander
  email: ailich@usf.edu
  orcid: https://orcid.org/0000-0003-1758-8499
references:
- type: software
  title: terra
  abstract: 'terra: Spatial Data Analysis'
  notes: Depends
  url: https://rspatial.org/
  repository: https://CRAN.R-project.org/package=terra
  authors:
  - family-names: Hijmans
    given-names: Robert J.
    email: r.hijmans@gmail.com
    orcid: https://orcid.org/0000-0001-5872-2872
  year: '2025'
  doi: 10.32614/CRAN.package.terra
- type: software
  title: Rcpp
  abstract: 'Rcpp: Seamless R and C++ Integration'
  notes: LinkingTo
  url: https://www.rcpp.org
  repository: https://CRAN.R-project.org/package=Rcpp
  authors:
  - family-names: Eddelbuettel
    given-names: Dirk
    email: edd@debian.org
    orcid: https://orcid.org/0000-0001-6419-907X
  - family-names: Francois
    given-names: Romain
    orcid: https://orcid.org/0000-0002-2444-4226
  - family-names: Allaire
    given-names: JJ
    orcid: https://orcid.org/0000-0003-0174-9868
  - family-names: Ushey
    given-names: Kevin
    orcid: https://orcid.org/0000-0003-2880-7407
  - family-names: Kou
    given-names: Qiang
    orcid: https://orcid.org/0000-0001-6786-5453
  - family-names: Russell
    given-names: Nathan
  - family-names: Ucar
    given-names: Iñaki
    orcid: https://orcid.org/0000-0001-6403-5550
  - family-names: Bates
    given-names: Doug
    orcid: https://orcid.org/0000-0001-8316-9503
  - family-names: Chambers
    given-names: John
  year: '2025'
  doi: 10.32614/CRAN.package.Rcpp
- type: software
  title: RcppArmadillo
  abstract: 'RcppArmadillo: ''Rcpp'' Integration for the ''Armadillo'' Templated Linear
    Algebra Library'
  notes: LinkingTo
  url: https://dirk.eddelbuettel.com/code/rcpp.armadillo.html
  repository: https://CRAN.R-project.org/package=RcppArmadillo
  authors:
  - family-names: Eddelbuettel
    given-names: Dirk
    email: edd@debian.org
    orcid: https://orcid.org/0000-0001-6419-907X
  - family-names: Francois
    given-names: Romain
    orcid: https://orcid.org/0000-0002-2444-4226
  - family-names: Bates
    given-names: Doug
    orcid: https://orcid.org/0000-0001-8316-9503
  - family-names: Ni
    given-names: Binxiang
  - family-names: Sanderson
    given-names: Conrad
    orcid: https://orcid.org/0000-0002-0049-4501
  year: '2025'
  doi: 10.32614/CRAN.package.RcppArmadillo
- type: software
  title: raster
  abstract: 'raster: Geographic Data Analysis and Modeling'
  notes: Imports
  url: https://rspatial.org/raster
  repository: https://CRAN.R-project.org/package=raster
  authors:
  - family-names: Hijmans
    given-names: Robert J.
    email: r.hijmans@gmail.com
    orcid: https://orcid.org/0000-0001-5872-2872
  year: '2025'
  doi: 10.32614/CRAN.package.raster
- type: software
  title: knitr
  abstract: 'knitr: A General-Purpose Package for Dynamic Report Generation in R'
  notes: Suggests
  url: https://yihui.org/knitr/
  repository: https://CRAN.R-project.org/package=knitr
  authors:
  - family-names: Xie
    given-names: Yihui
    email: xie@yihui.name
    orcid: https://orcid.org/0000-0003-0645-5666
  year: '2025'
  doi: 10.32614/CRAN.package.knitr
- type: software
  title: rmarkdown
  abstract: 'rmarkdown: Dynamic Documents for R'
  notes: Suggests
  url: https://pkgs.rstudio.com/rmarkdown/
  repository: https://CRAN.R-project.org/package=rmarkdown
  authors:
  - family-names: Allaire
    given-names: JJ
    email: jj@posit.co
  - family-names: Xie
    given-names: Yihui
    email: xie@yihui.name
    orcid: https://orcid.org/0000-0003-0645-5666
  - family-names: Dervieux
    given-names: Christophe
    email: cderv@posit.co
    orcid: https://orcid.org/0000-0003-4474-2498
  - family-names: McPherson
    given-names: Jonathan
    email: jonathan@posit.co
  - family-names: Luraschi
    given-names: Javier
  - family-names: Ushey
    given-names: Kevin
    email: kevin@posit.co
  - family-names: Atkins
    given-names: Aron
    email: aron@posit.co
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  - family-names: Cheng
    given-names: Joe
    email: joe@posit.co
  - family-names: Chang
    given-names: Winston
    email: winston@posit.co
  - family-names: Iannone
    given-names: Richard
    email: rich@posit.co
    orcid: https://orcid.org/0000-0003-3925-190X
  year: '2025'
  doi: 10.32614/CRAN.package.rmarkdown
- type: software
  title: testthat
  abstract: 'testthat: Unit Testing for R'
  notes: Suggests
  url: https://testthat.r-lib.org
  repository: https://CRAN.R-project.org/package=testthat
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  year: '2025'
  doi: 10.32614/CRAN.package.testthat
  version: '>= 3.0.0'

GitHub Events

Total

Create event: 6
Release event: 2
Issues event: 14
Delete event: 2
Issue comment event: 26
Push event: 31
Pull request event: 6

Last Year

Create event: 6
Release event: 2
Issues event: 14
Delete event: 2
Issue comment event: 26
Push event: 31
Pull request event: 6

Committers

Last synced: about 3 years ago

All Time

Total Commits: 79
Total Committers: 3
Avg Commits per committer: 26.333
Development Distribution Score (DDS): 0.329

Top Committers

Name	Email	Commits
Alex Ilich	a**h@u**u	53
ailich	a**h@m**u	17
ailich	a**h@u**m	9

Committer Domains (Top 20 + Academic)

mail.usf.edu: 1 usf.edu: 1

Issues and Pull Requests

Last synced: 7 months ago

All Time

Total issues: 31
Total pull requests: 14
Average time to close issues: 3 months
Average time to close pull requests: 32 minutes
Total issue authors: 11
Total pull request authors: 1
Average comments per issue: 4.29
Average comments per pull request: 0.0
Merged pull requests: 11
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 7
Pull requests: 8
Average time to close issues: 13 days
Average time to close pull requests: about 1 hour
Issue authors: 3
Pull request authors: 1
Average comments per issue: 3.86
Average comments per pull request: 0.0
Merged pull requests: 7
Bot issues: 0
Bot pull requests: 0

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Top Authors

Issue Authors

ailich (17)
micha-silver (2)
acanion (2)
rhijmans (2)
filrat2 (1)
henzb72 (1)
Nowosad (1)
kadyb (1)
KlilNoy (1)
aloboa (1)
hakimabdi (1)

Pull Request Authors

ailich (13)

Top Labels

Issue Labels

enhancement (9) bug (2) documentation (1)

Pull Request Labels

Packages

Total packages: 1
Total downloads:
- cran 980 last-month

Total dependent packages: 1
Total dependent repositories: 0
Total versions: 9
Total maintainers: 1

cran.r-project.org: GLCMTextures

GLCM Textures of Raster Layers

Homepage: https://ailich.github.io/GLCMTextures/
Documentation: http://cran.r-project.org/web/packages/GLCMTextures/GLCMTextures.pdf
License: GPL (≥ 3)
Latest release: 0.6.3
published 8 months ago

Versions: 9
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 980 Last month

Rankings

Forks count: 14.9%

Stargazers count: 17.9%

Dependent packages count: 29.8%

Average: 32.8%

Dependent repos count: 35.5%

Downloads: 65.8%

Maintainers (1)

ailich@usf.edu

Last synced: 8 months ago

Dependencies

DESCRIPTION cran

terra * depends
Rcpp * imports
raster * imports

.github/workflows/R-CMD-check.yaml actions

actions/checkout v2 composite
r-lib/actions/check-r-package v2 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/pkgdown.yaml actions

JamesIves/github-pages-deploy-action 4.1.4 composite
actions/checkout v2 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/update-citation-cff.yaml actions

actions/checkout v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

GLCMTextures

Science Score: 54.0%

Repository

Basic Info

Statistics

Metadata Files

README.Rmd

Owner

Citation (CITATION.cff)

GitHub Events

Total

Last Year

Committers

All Time

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

cran.r-project.org: GLCMTextures

Rankings

Maintainers (1)

Dependencies