{"id":19857436,"url":"https://github.com/stscl/gdverse","last_synced_at":"2026-02-09T18:08:16.404Z","repository":{"id":243071193,"uuid":"811385585","full_name":"stscl/gdverse","owner":"stscl","description":"Analysis of Spatial Stratified Heterogeneity","archived":false,"fork":false,"pushed_at":"2025-08-10T11:54:19.000Z","size":15813,"stargazers_count":38,"open_issues_count":0,"forks_count":4,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-08-10T13:20:46.544Z","etag":null,"topics":["geographical-detector","geoinformatics","geospatial-analysis","r","spatial-statistics","spatial-stratified-heterogeneity"],"latest_commit_sha":null,"homepage":"https://stscl.github.io/gdverse/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/stscl.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-06-06T13:50:24.000Z","updated_at":"2025-08-10T11:48:11.000Z","dependencies_parsed_at":"2024-06-21T19:54:01.804Z","dependency_job_id":"9a02091d-2883-43ee-95ff-0f905998dd68","html_url":"https://github.com/stscl/gdverse","commit_stats":null,"previous_names":["spatlyu/gdverse","ausgis/gdverse","stscl/gdverse"],"tags_count":11,"template":false,"template_full_name":null,"purl":"pkg:github/stscl/gdverse","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stscl%2Fgdverse","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stscl%2Fgdverse/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stscl%2Fgdverse/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stscl%2Fgdverse/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stscl","download_url":"https://codeload.github.com/stscl/gdverse/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stscl%2Fgdverse/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273460344,"owners_count":25109754,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-03T02:00:09.631Z","response_time":76,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["geographical-detector","geoinformatics","geospatial-analysis","r","spatial-statistics","spatial-stratified-heterogeneity"],"created_at":"2024-11-12T14:18:41.404Z","updated_at":"2026-02-09T18:08:16.372Z","avatar_url":"https://github.com/stscl.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\noutput: github_document\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r, include = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"##\",\n  fig.path = \"man/figures/README-\",\n  out.width = \"100%\",\n  warning = FALSE,\n  message = FALSE\n)\n```\n\n# gdverse \u003ca href=\"https://stscl.github.io/gdverse/\"\u003e\u003cimg src=\"man/figures/logo.png\" align=\"right\" height=\"139\" alt=\"gdverse website\" /\u003e\u003c/a\u003e\n\n\u003c!-- badges: start --\u003e\n\n[![CRAN](https://www.r-pkg.org/badges/version/gdverse)](https://CRAN.R-project.org/package=gdverse)\n[![CRAN Release](https://www.r-pkg.org/badges/last-release/gdverse)](https://CRAN.R-project.org/package=gdverse)\n[![CRAN Checks](https://badges.cranchecks.info/worst/gdverse.svg)](https://cran.r-project.org/web/checks/check_results_gdverse.html)\n[![Downloads_all](https://badgen.net/cran/dt/gdverse?color=orange)](https://CRAN.R-project.org/package=gdverse)\n[![Downloads_month](https://cranlogs.r-pkg.org/badges/gdverse)](https://CRAN.R-project.org/package=gdverse)\n[![License](https://img.shields.io/badge/license-GPL--3-brightgreen.svg?style=flat)](http://www.gnu.org/licenses/gpl-3.0.html)\n[![R-CMD-check](https://github.com/stscl/gdverse/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/stscl/gdverse/actions/workflows/R-CMD-check.yaml)\n[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-20b2aa.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable)\n[![R-universe](https://stscl.r-universe.dev/badges/gdverse?color=cyan)](https://stscl.r-universe.dev/gdverse)\n[![DOI](https://img.shields.io/badge/DOI-10.1111%2Ftgis.70032-63847e?logo=doi\u0026style=flat)](https://onlinelibrary.wiley.com/doi/10.1111/tgis.70032)\n\n\u003c!-- badges: end --\u003e\n\n**Analysis of Spatial Stratified Heterogeneity**\n\n## Overview\n\nCurrent models and functions provided by **gdverse** are:\n\n| *Model* | *Function* | *Support* |\n|---------------------|--------------------|------------------|\n|[GD](https://doi.org/10.1080/13658810802443457)|`gd()`| ✔️ |\n|[OPGD](https://doi.org/10.1080/15481603.2020.1760434)|`opgd()`| ✔️ |\n|[GOZH](https://doi.org/10.1016/j.isprsjprs.2022.01.009)|`gozh()`| ✔️ |\n|[LESH](https://doi.org/10.1080/17538947.2023.2271883)|`lesh()`| ✔️ |\n|[SPADE](https://doi.org/10.1080/13658816.2018.1476693)|`spade()`| ✔️ |\n|[IDSA](https://doi.org/10.1080/13658816.2021.1882680)|`idsa()`| ✔️ |\n|[RGD](https://doi.org/10.1016/j.jag.2022.102782)|`rgd()`| ✔️ |\n|[RID](https://doi.org/10.1016/j.spasta.2024.100814)|`rid()`| ✔️ |\n|[SRSGD](https://doi.org/10.1016/j.ins.2021.12.019)|`srsgd()`| ✔️ |\n\n## Installation\n\n- Install from [CRAN](https://CRAN.R-project.org/package=gdverse) with:\n\n``` r\ninstall.packages(\"gdverse\", dep = TRUE)\n```\n\n- Install development binary version from [R-universe](https://stscl.r-universe.dev/gdverse) with:\n\n``` r\ninstall.packages('gdverse',\n                 repos = c(\"https://stscl.r-universe.dev\",\n                           \"https://cloud.r-project.org\"),\n                 dep = TRUE)\n```\n\n- Install development source version from [GitHub](https://github.com/stscl/gdverse) with:\n\n``` r\n# install.packages(\"devtools\")\ndevtools::install_github(\"stscl/gdverse\",\n                         build_vignettes = TRUE,\n                         dep = TRUE)\n```\n\n✨ Please ensure that **Rcpp** is properly installed and the appropriate **C++** compilation environment is configured in advance if you want to install **gdverse** from github.\n\n✨ The **gdverse** package supports the use of robust discretization for the robust geographical detector and robust interaction detector. For details on using them, please refer to \u003chttps://stscl.github.io/gdverse/articles/rgdrid.html\u003e.\n\n## Example\n\n```{r example_gdverse}\nlibrary(gdverse)\ndata(\"ndvi\")\nndvi\n```\n\n### OPGD model\n\n```{r}\ndiscvar = names(ndvi)[-1:-3]\ndiscvar\nndvi_opgd = opgd(NDVIchange ~ ., data = ndvi, \n                 discvar = discvar, cores = 6)\nndvi_opgd\n```\n\n### GOZH model\n\n```{r}\ng = gozh(NDVIchange ~ ., data = ndvi)\ng\n```\n\n## CITATION\n\nPlease cite **gdverse** as:\n\n```\nLv, W., Lei, Y., Liu, F., Yan, J., Song, Y. and Zhao, W. (2025), gdverse: An R Package for Spatial Stratified Heterogeneity Family. Transactions in GIS, 29: e70032. https://doi.org/10.1111/tgis.70032\n```\n\nA BibTeX entry for LaTeX users is:\n\n``` bib\n@article{lyu2025gdverse, \n    title={{gdverse}: An {R} Package for Spatial Stratified Heterogeneity Family}, \n    volume={29}, \n    ISSN={1467-9671},\n    number={2}, \n    journal={Transactions in GIS}, \n    publisher={Wiley}, \n    pages = {29:e70032},\n    author={Lv, Wenbo and Lei, Yangyang and Liu, Fangmei and Yan, Jianwu and Song, Yongze and Zhao, Wufan},\n    year={2025}, \n    month={mar}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstscl%2Fgdverse","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstscl%2Fgdverse","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstscl%2Fgdverse/lists"}