From 7e590fe13703b36e3eff724ba75271f7ef2b91f8 Mon Sep 17 00:00:00 2001 From: jn Date: Fri, 6 Feb 2026 20:17:10 +0100 Subject: [PATCH 1/2] improves readme --- README.Rmd | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/README.Rmd b/README.Rmd index e8b4af5..4c33662 100644 --- a/README.Rmd +++ b/README.Rmd @@ -67,13 +67,16 @@ plot(st_geometry(vol_slic1), add = TRUE, lwd = 0.5, border = "red") ## Documentation -Version 2 (in development) focuses on a clearer workflow, better diagnostics, and more guidance on choosing parameters and interpreting results. +Version 2 (in development) focuses on a clearer workflow, tools for diagnostics, and more guidance on choosing parameters and interpreting results. Start with these vignettes: +1. [Introduction to supercells](https://jakubnowosad.com/supercells/articles/v2-intro.html) +2. [Choosing parameters for supercells](https://jakubnowosad.com/supercells/articles/v2-parameters.html) +3. [Evaluation and diagnostics](https://jakubnowosad.com/supercells/articles/v2-evaluation.html) + +If you are already familiar with version 1.0.0, you can jump to the summary of changes: + 1. [Main changes since version 1.0.0](https://jakubnowosad.com/supercells/articles/v2-changes-since-v1.html) -2. [Introduction to supercells](https://jakubnowosad.com/supercells/articles/v2-intro.html) -3. [Choosing parameters for supercells](https://jakubnowosad.com/supercells/articles/v2-parameters.html) -4. [Evaluation and diagnostics](https://jakubnowosad.com/supercells/articles/v2-evaluation.html) Watch the presentations about this package and some related ideas: From c3d6777533c8b20768a2a41496f9048d1112356b Mon Sep 17 00:00:00 2001 From: jn Date: Fri, 6 Feb 2026 20:17:47 +0100 Subject: [PATCH 2/2] updates md --- README.md | 44 +++++++++++++---------- man/figures/README-unnamed-chunk-2-1.png | Bin 46162 -> 24739 bytes man/figures/README-unnamed-chunk-3-1.png | Bin 73945 -> 45289 bytes 3 files changed, 26 insertions(+), 18 deletions(-) diff --git a/README.md b/README.md index fd988c1..c4abdc5 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,7 @@ status](https://www.r-pkg.org/badges/version/supercells)](https://CRAN.R-project.org/package=supercells) [![R-CMD-check](https://github.com/Nowosad/supercells/workflows/pkgdown/badge.svg)](https://github.com/Nowosad/supercells/actions) [![Codecov test -coverage](https://codecov.io/gh/Nowosad/supercells/branch/master/graph/badge.svg)](https://app.codecov.io/gh/Nowosad/supercells?branch=master) +coverage](https://codecov.io/gh/Nowosad/supercells/branch/main/graph/badge.svg)](https://app.codecov.io/gh/Nowosad/supercells?branch=main) [![CRAN RStudio mirror downloads](http://cranlogs.r-pkg.org/badges/supercells)](https://cran.r-project.org/package=supercells) @@ -20,7 +20,7 @@ meaningful, coherent regions. This package works on spatial data with one variable (e.g., continuous raster), many variables (e.g., RGB rasters), and spatial patterns (e.g., areas in categorical rasters). It is based on the SLIC algorithm (Achanta et al. (2012)), adapted to work -with arbitrary dissimilarity measures. +with arbitrary dissimilarity measures and multidimensional data. ## Installation @@ -31,16 +31,18 @@ You can install the released version of supercells from install.packages("supercells") ``` -You can install the development version from -[GitHub](https://github.com/) with: +You can install the development version with: ``` r install.packages("supercells", repos = "https://nowosad.r-universe.dev") ``` + + + ## Example @@ -48,38 +50,44 @@ install.packages("supercells", repos = "https://nowosad.r-universe.dev") ``` r library(supercells) library(terra) -#> terra 1.6.49 library(sf) -#> Linking to GEOS 3.11.0, GDAL 3.5.2, PROJ 9.0.1; sf_use_s2() is TRUE vol = rast(system.file("raster/volcano.tif", package = "supercells")) plot(vol) ``` - + + +Here, `step` controls the approximate spacing between supercell centers, +and `compactness` allows to balance spatial proximity versus value +similarity. ``` r -vol_slic1 = sc_slic(vol, step = 8, compactness = 1) +vol_slic1 = sc_slic(vol, step = 8, compactness = 7) plot(vol) plot(st_geometry(vol_slic1), add = TRUE, lwd = 0.5, border = "red") ``` - + ## Documentation -The upcoming version 2 (development) introduces a refreshed API with -`sc_`-prefixed functions (for example, `sc_slic()`), plus new tooling for -parameter tuning and evaluation. Start with these v2 vignettes: +Version 2 (in development) focuses on a clearer workflow, tools for +diagnostics, and more guidance on choosing parameters and interpreting +results. Start with these vignettes: -1. [Main changes since version - 1.0.0](https://jakubnowosad.com/supercells/articles/v2-changes-since-v1.html) -2. [Introduction to +1. [Introduction to supercells](https://jakubnowosad.com/supercells/articles/v2-intro.html) -3. [Choosing parameters for +2. [Choosing parameters for supercells](https://jakubnowosad.com/supercells/articles/v2-parameters.html) -4. [Evaluation and +3. [Evaluation and diagnostics](https://jakubnowosad.com/supercells/articles/v2-evaluation.html) +If you are already familiar with version 1.0.0, you can jump to the +summary of changes: + +1. [Main changes since version + 1.0.0](https://jakubnowosad.com/supercells/articles/v2-changes-since-v1.html) + Watch the presentations about this package and some related ideas: 1. *Spatial segmentation in R using the supercells package*, @@ -100,7 +108,7 @@ Read the related article: ## Contribution -Contributions to this package are welcome - let us know if you need +Contributions to this package are welcome – let us know if you need other distance measures or transformations, have any suggestions, or spotted a bug. The preferred method of contribution is through a GitHub pull request. 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