{ "_id": "6ae3186a95ca2370cc8cd8c2", "Package": "RStoolbox", "Type": "Package", "Title": "Remote Sensing Data Analysis", "Version": "1.0.2.3", "Date": "2026-07-20", "Authors@R": "c(\nperson(\"Benjamin\", \"Leutner\", role= \"aut\", email=\"rstoolboxpackage@gmail.com\", comment = c(ORCID = \"0000-0002-6893-2002\")),\nperson(\"Ned\", \"Horning\", role =\"aut\", email=\"horning@amnh.org\"),\nperson(\"Jakob\", \"Schwalb-Willmann\", role =\"aut\", email=\"dev@schwalb-willmann.de\", comment = c(ORCID = \"0000-0003-2665-1509\")),\nperson(\"Robert J.\", \"Hijmans\", role = \"ctb\", email = \"r.hijmans@gmail.com\",comment = c(ORCID = \"0000-0001-5872-2872\")),\nperson(\"Konstantin\", \"Mueller\", role = c(\"aut\", \"cre\"), email = \"konstantinfinn.mueller@gmx.de\", comment = c(ORCID = \"0000-0001-6540-3124\"))\n)", "Description": "Toolbox for remote sensing image processing and analysis\nsuch as calculating spectral indexes, principal component\ntransformation, unsupervised and supervised classification or\nfractional cover analyses.", "URL": "https://bleutner.github.io/RStoolbox/,\nhttps://github.com/bleutner/RStoolbox", "BugReports": "https://github.com/bleutner/RStoolbox/issues", "Encoding": "UTF-8", "License": "GPL (>= 3)", "Config/roxygen2/version": "8.0.0", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-29 09:46:51 UTC", "User": "root" }, "Author": "Benjamin Leutner [aut] (ORCID:\n), Ned Horning [aut],\nJakob Schwalb-Willmann [aut] (ORCID:\n), Robert J. Hijmans\n[ctb] (ORCID: ),\nKonstantin Mueller [aut, cre] (ORCID:\n)", "Maintainer": "Konstantin Mueller ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-07-22 12:09:12 UTC", "RemoteUrl": "https://github.com/cran/RStoolbox", "RemoteRef": "HEAD", "RemoteSha": "cb24c2c423b429a10045499cc15d3b865d47512d", "_user": "cran", "_type": "src", "_file": "RStoolbox_1.0.2.3.tar.gz", "_fileid": "https://r2.ropensci.org/7c85aeb234c384d759d340252c3aafe853780d5ac50922fc99538877c39bbbff", "_filesize": 2132716, "_sha256": "7c85aeb234c384d759d340252c3aafe853780d5ac50922fc99538877c39bbbff", "_expires": "2027-02-06T09:56:56.000Z", "_created": "2026-10-29T09:46:51.000Z", "_published": "2026-10-29T09:56:58.169Z", "_upstream": "https://github.com/cran/RStoolbox", "_status": "success", "_maintainer": { "name": "Konstantin Mueller", "email": "konstantinfinn.mueller@gmx.de", "login": "konstide", "bluesky": "@caipide.bsky.social", "linkedin": "in/konstantin-müller-1b2439238", "orcid": "0000-0001-6540-3124", "description": "Doctoral Researcher | Remote Sensing at JMU Würzburg 🛰️ ", "uuid": 116877035 }, "_jobs": [ { "job": 123375195875, "time": 323, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12888361579" }, { "job": 123375195727, "time": 311, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12887587994" }, { "job": 123375195678, "time": 216, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12887392761" }, { "job": 123375195651, "time": 391, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12887634088" }, { "job": 123373173192, "time": 274, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12888345423" }, { "job": 123375195789, "time": 160, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12888150858" }, { "job": 123375195692, "time": 503, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12888690877" }, { "job": 123375195738, "time": 451, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12888182018" }, { "job": 123375195880, "time": 445, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12888232141" }, { "job": 123375195898, "time": 272, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12888600641" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185", "_commit": { "id": "cb24c2c423b429a10045499cc15d3b865d47512d", "author": "Konstantin Mueller ", "committer": "cran-robot ", "message": "version 1.0.2.3\n", "time": 1784722152 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "caret", "version": ">= 6.0-79", "role": "Imports" }, { "package": "sf", "role": "Imports" }, { "package": "terra", "version": ">= 1.6-41", "role": "Imports" }, { "package": "XML", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "reshape2", "role": "Imports" }, { "package": "lifecycle", "role": "Imports" }, { "package": "exactextractr", "role": "Imports" }, { "package": "Rcpp", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "magrittr", "role": "Imports" }, { "package": "randomForest", "role": "Suggests" }, { "package": "lattice", "role": "Suggests" }, { "package": "kernlab", "role": "Suggests" }, { "package": "e1071", "role": "Suggests" }, { "package": "gridExtra", "role": "Suggests" }, { "package": "pls", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "themis", "role": "Suggests" }, { "package": "ROSE", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-30", "n": 1 } ], "_tags": [ { "name": "1.0.2.3", "date": "2026-07-22" } ], "_stars": 1, "_contributors": [ { "user": "konstide", "count": 7, "uuid": 116877035 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 634, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 2264, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/RStoolbox" }, "_mentions": 14, "_devurl": "https://github.com/bleutner/rstoolbox", "_pkgdown": "https://bleutner.github.io/RStoolbox/", "_searchresults": 783, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/RStoolbox.html" ], "_homeurl": "https://github.com/bleutner/rstoolbox", "_realowner": "bleutner", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2015-09-05" }, { "version": "0.1.1", "date": "2015-09-08" }, { "version": "0.1.2", "date": "2015-11-04" }, { "version": "0.1.3", "date": "2015-11-28" }, { "version": "0.1.4", "date": "2016-01-28" }, { "version": "0.1.5", "date": "2016-10-07" }, { "version": "0.1.6", "date": "2016-11-07" }, { "version": "0.1.7", "date": "2017-01-10" }, { "version": "0.1.8", "date": "2017-04-15" }, { "version": "0.1.9", "date": "2017-08-28" }, { "version": "0.1.10", "date": "2017-11-10" }, { "version": "0.2.0", "date": "2018-04-05" }, { "version": "0.2.1", "date": "2018-04-09" }, { "version": "0.2.3", "date": "2018-06-22" }, { "version": "0.2.4", "date": "2019-01-08" }, { "version": "0.2.6", "date": "2019-07-24" }, { "version": "0.3.0", "date": "2022-03-07" }, { "version": "0.4.0", "date": "2024-01-17" }, { "version": "1.0.0", "date": "2024-04-25" }, { "version": "1.0.1", "date": "2025-02-01" }, { "version": "1.0.2", "date": "2025-02-01" }, { "version": "1.0.2.1", "date": "2025-02-03" }, { "version": "1.0.2.2", "date": "2025-10-03" }, { "version": "1.0.2.3", "date": "2026-07-22" } ], "_exports": [ "%>%", "classifyQA", "cloudMask", "cloudShadowMask", "coregisterImages", "decodeQA", "encodeQA", "estimateHaze", "fCover", "fortifySpatRaster", "getMeta", "getValidation", "ggR", "ggRGB", "histMatch", "ImageMetaData", "mesma", "normImage", "oneHotEncode", "panSharpen", "pifMatch", "radCor", "rasterCVA", "rasterEntropy", "rasterPCA", "readEE", "readMeta", "readRSTBX", "readSLI", "rescaleImage", "rsOpts", "sam", "saveRSTBX", "spectralIndices", "stackMeta", "superClass", "tasseledCap", "topCor", "unsuperClass", "validateMap", "writeSLI" ], "_help": [ { "page": "classifyQA", "title": "Classify Landsat QA bands", "topics": [ "classifyQA" ] }, { "page": "cloudMask", "title": "Simple Cloud Detection", "topics": [ "cloudMask" ] }, { "page": "cloudShadowMask", "title": "Cloud Shadow Masking for Flat Terrain", "topics": [ "cloudShadowMask" ] }, { "page": "coregisterImages", "title": "Image to Image Co-Registration based on Mutual Information", "topics": [ "coregisterImages" ] }, { "page": "decodeQA", "title": "Decode QA flags to bit-words", "topics": [ "decodeQA" ] }, { "page": "encodeQA", "title": "Encode QA Conditions to Integers", "topics": [ "encodeQA" ] }, { "page": "estimateHaze", "title": "Estimate Image Haze for Dark Object Subtraction (DOS)", "topics": [ "estimateHaze" ] }, { "page": "fCover", "title": "Fractional Cover Analysis", "topics": [ "fCover" ] }, { "page": "fortifySpatRaster", "title": "Fortify method for classes from the terra package.", "topics": [ "fortifySpatRaster" ] }, { "page": "getMeta", "title": "Extract bandwise information from ImageMetaData", "topics": [ "getMeta" ] }, { "page": "getValidation", "title": "Extract validation results from superClass objects", "topics": [ "getValidation" ] }, { "page": "ggR", "title": "Plot RasterLayers in ggplot with greyscale", "topics": [ "ggR" ] }, { "page": "ggRGB", "title": "Create ggplot2 Raster Plots with RGB from 3 RasterLayers", "topics": [ "ggRGB" ] }, { "page": "histMatch", "title": "Image to Image Contrast Matching", "topics": [ "histMatch" ] }, { "page": "ImageMetaData", "title": "ImageMetaData Class", "topics": [ "ImageMetaData" ] }, { "page": "lsat", "title": "Landsat 5TM Example Data", "topics": [ "lsat" ] }, { "page": "mesma", "title": "Multiple Endmember Spectral Mixture Analysis (Spectral Unmixing)", "topics": [ "mesma" ] }, { "page": "normImage", "title": "Normalize Raster Images: Center and Scale", "topics": [ "normImage" ] }, { "page": "oneHotEncode", "title": "One-hot encode a raster or vector", "topics": [ "oneHotEncode" ] }, { "page": "panSharpen", "title": "Pan Sharpen Imagery / Image Fusion", "topics": [ "panSharpen" ] }, { "page": "pifMatch", "title": "Pseudo-Invariant Features based Image Matching", "topics": [ "pifMatch" ] }, { "page": "predict.unsuperClass", "title": "Predict a raster map based on a unsuperClass model fit.", "topics": [ "predict.unsuperClass" ] }, { "page": "radCor", "title": "Radiometric Calibration and Correction", "topics": [ "radCor" ] }, { "page": "rasterCVA", "title": "Change Vector Analysis", "topics": [ "rasterCVA" ] }, { "page": "rasterEntropy", "title": "Multi-layer Pixel Entropy", "topics": [ "rasterEntropy" ] }, { "page": "rasterPCA", "title": "Principal Component Analysis for Rasters", "topics": [ "rasterPCA" ] }, { "page": "readEE", "title": "Tidy import tool for EarthExplorer .csv export files", "topics": [ "readEE" ] }, { "page": "readMeta", "title": "Read Landsat MTL metadata files", "topics": [ "readMeta" ] }, { "page": "readSLI", "title": "Read ENVI spectral libraries", "topics": [ "readSLI" ] }, { "page": "rescaleImage", "title": "Linear Image Rescaling", "topics": [ "rescaleImage" ] }, { "page": "rlogo", "title": "Rlogo as SpatRaster", "topics": [ "rlogo" ] }, { "page": "rsOpts", "title": "Set global options for RStoolbox", "topics": [ "rsOpts" ] }, { "page": "RStoolbox", "title": "RStoolbox: A Collection of Remote Sensing Tools", "topics": [ "RStoolbox" ] }, { "page": "sam", "title": "Spectral Angle Mapper", "topics": [ "sam" ] }, { "page": "saveRSTBX", "title": "Save and Read RStoolbox Classification Results", "topics": [ "readRSTBX", "saveRSTBX" ] }, { "page": "sen2", "title": "Sentinel 2 MSI L2A Scene", "topics": [ "sen2" ] }, { "page": "spectralIndices", "title": "Spectral Indices", "topics": [ "spectralIndices" ] }, { "page": "srtm", "title": "SRTM Digital Elevation Model", "topics": [ "srtm" ] }, { "page": "srtm_sen2", "title": "SRTM scene for the sen2 exemplary scene", "topics": [ "srtm_sen2" ] }, { "page": "stackMeta", "title": "Import separate Landsat files into single stack", "topics": [ "stackMeta" ] }, { "page": "superClass", "title": "Supervised Classification", "topics": [ "superClass" ] }, { "page": "tasseledCap", "title": "Tasseled Cap Transformation", "topics": [ "tasseledCap" ] }, { "page": "topCor", "title": "Topographic Illumination Correction", "topics": [ "topCor" ] }, { "page": "unsuperClass", "title": "Unsupervised Classification", "topics": [ "unsuperClass" ] }, { "page": "validateMap", "title": "Map accuracy assessment", "topics": [ "validateMap" ] }, { "page": "writeSLI", "title": "Write ENVI spectral libraries", "topics": [ "writeSLI" ] } ], "_pkglogo": "https://github.com/cran/RStoolbox/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/cran/RStoolbox/raw/HEAD/README.md", "_rundeps": [ "caret", "class", "classInt", "cli", "clock", "codetools", "cpp11", "data.table", "DBI", "diagram", "digest", "dplyr", "e1071", "exactextractr", "farver", "foreach", "future", "future.apply", "generics", "ggplot2", "globals", "glue", "gower", "gtable", "hardhat", "ipred", "isoband", "iterators", "KernSmooth", "labeling", "lattice", "lava", "lifecycle", "listenv", "lubridate", "magrittr", "MASS", "Matrix", "ModelMetrics", "nlme", "nnet", "numDeriv", "parallelly", "pillar", "pkgconfig", "plyr", "pROC", "prodlim", "progressr", "proxy", "purrr", "R6", "raster", "RColorBrewer", "Rcpp", "RcppArmadillo", "recipes", "reshape2", "rlang", "rpart", "s2", "S7", "scales", "sf", "shape", "sp", "sparsevctrs", "SQUAREM", "stringi", "stringr", "survival", "terra", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "tzdb", "units", "utf8", "vctrs", "viridisLite", "withr", "wk", "XML" ], "_sysdeps": [ { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 4.947608188910197, "_indexed": false, "_nocasepkg": "rstoolbox", "_universes": [ "cran" ], "_indexurl": "https://bleutner.r-universe.dev/RStoolbox", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.2.3", "date": "2026-10-29T09:49:47.000Z", "distro": "resolute", "arch": "aarch64", "commit": "cb24c2c423b429a10045499cc15d3b865d47512d", "fileid": "https://r2.ropensci.org/8f04cae0f1d26609d09a51d3f74b11ddba705255de1d0e21827d7850ab11ff4e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185" }, { "r": "4.7.0", "os": "linux", "version": "1.0.2.3", "date": "2026-10-29T09:50:06.000Z", "distro": "resolute", "arch": "x86_64", "commit": "cb24c2c423b429a10045499cc15d3b865d47512d", "fileid": "https://r2.ropensci.org/64de3b7250fd1c66b1d63f84f90539c467eaf942c2ee875719cf0468a911897f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185" }, { "r": "4.6.1", "os": "linux", "version": "1.0.2.3", "date": "2026-10-29T09:49:34.000Z", "distro": "resolute", "arch": "aarch64", "commit": "cb24c2c423b429a10045499cc15d3b865d47512d", "fileid": "https://r2.ropensci.org/3abf3afebdbe5bfc7c078b99caa58d8c67f068d7e80b01a18b8729b61fc8e8cb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185" }, { "r": "4.6.1", "os": "linux", "version": "1.0.2.3", "date": "2026-10-29T09:50:08.000Z", "distro": "resolute", "arch": "x86_64", "commit": "cb24c2c423b429a10045499cc15d3b865d47512d", "fileid": "https://r2.ropensci.org/2932baa9ccbd49db3549c9ea9aeb9224d82fce1ee032c03832c76f32a6fb0cf8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.2.3", "date": "2026-10-29T09:50:28.000Z", "arch": "emscripten", "commit": "cb24c2c423b429a10045499cc15d3b865d47512d", "fileid": "https://r2.ropensci.org/399a2ece739d5761ae15c0feb4104caa5f2b1c4659a63666a926898a18b75d98", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185" }, { "r": "4.7.0", "os": "win", "version": "1.0.2.3", "date": "2026-10-29T09:51:41.000Z", "arch": "aarch64", "commit": "cb24c2c423b429a10045499cc15d3b865d47512d", "fileid": "https://r2.ropensci.org/e262686d3d756bee13d8e484fe50346622b4ae95b0f8b3bcb98833dc8faf1b87", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185" }, { "r": "4.7.0", "os": "win", "version": "1.0.2.3", "date": "2026-10-29T09:49:12.000Z", "arch": "x86_64", "commit": "cb24c2c423b429a10045499cc15d3b865d47512d", "fileid": "https://r2.ropensci.org/925498f6453469698aa5658626cb02c6fba454ea6bb35968195a03de8dc1a772", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185" }, { "r": "4.6.1", "os": "win", "version": "1.0.2.3", "date": "2026-10-29T09:51:05.000Z", "arch": "aarch64", "commit": "cb24c2c423b429a10045499cc15d3b865d47512d", "fileid": "https://r2.ropensci.org/dd5c4b4f53eec220ffb7c46e09d18312a86f3db2b379b2eb50aafd533dc9e2df", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185" }, { "r": "4.6.1", "os": "win", "version": "1.0.2.3", "date": "2026-10-29T09:49:02.000Z", "arch": "x86_64", "commit": "cb24c2c423b429a10045499cc15d3b865d47512d", "fileid": "https://r2.ropensci.org/e15dd93447c24aa778739e806a39349bbed1917f122d763c082b669372526a26", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40851854185" } ] }