{
  "_id": "6a180525acfb0bcc41dacac9",
  "Package": "SpatialBSS",
  "Type": "Package",
  "Title": "Blind Source Separation for Multivariate Spatial Data",
  "Version": "0.16-0",
  "Date": "2025-03-26",
  "Authors@R": "c(person(given = \"Christoph\",\nfamily = \"Muehlmann\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0001-7330-8434\")),\nperson(given = \"Mika\",\nfamily = \"Sipil<e4>\",\nrole = \"aut\",\nemail = \"mika.e.sipila@jyu.fi\",\ncomment = c(ORCID = \"0000-0002-5912-840X\")),\nperson(given = \"Claudia\",\nfamily = \"Cappello\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-7905-5068\")),\nperson(given = \"Sandra\",\nfamily = \"De Iaco\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0003-1820-2068\")),\nperson(given = \"Klaus\",\nfamily = \"Nordhausen\",\nrole = c(\"aut\", \"cre\"),\nemail = \"klausnordhausenR@gmail.com\",\ncomment = c(ORCID = \"0000-0002-3758-8501\")),\nperson(given = \"Sara\",\nfamily = \"Taskinen\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0001-9470-7258\")),\nperson(given = \"Joni\",\nfamily = \"Virta\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-2150-2769\")))",
  "Author": "Christoph Muehlmann [aut]\n(<https://orcid.org/0000-0001-7330-8434>), Mika Sipil<e4> [aut]\n(<https://orcid.org/0000-0002-5912-840X>), Claudia Cappello\n[aut] (<https://orcid.org/0000-0002-7905-5068>), Sandra De Iaco\n[aut] (<https://orcid.org/0000-0003-1820-2068>), Klaus\nNordhausen [aut, cre]\n(<https://orcid.org/0000-0002-3758-8501>), Sara Taskinen [aut]\n(<https://orcid.org/0000-0001-9470-7258>), Joni Virta [aut]\n(<https://orcid.org/0000-0002-2150-2769>)",
  "Maintainer": "Klaus Nordhausen <klausnordhausenR@gmail.com>",
  "Description": "Blind source separation for multivariate spatial data\nbased on simultaneous/joint diagonalization of (robust) local\ncovariance matrices. This package is an implementation of the\nmethods described in Bachoc, Genton, Nordhausen, Ruiz-Gazen and\nVirta (2020) <doi:10.1093/biomet/asz079>.",
  "License": "GPL (>= 2)",
  "VignetteBuilder": "knitr",
  "Encoding": "UTF-8",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-28 09:00:36 UTC",
    "User": "root"
  },
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2025-03-27 13:20:05 UTC",
  "RemoteUrl": "https://github.com/cran/SpatialBSS",
  "RemoteRef": "HEAD",
  "RemoteSha": "8d003c23aefee2ccb90f1b8a555fdf723be1f17c",
  "MD5sum": "f793609334b0367d45208393073d706c",
  "_user": "cran",
  "_type": "src",
  "_file": "SpatialBSS_0.16-0.tar.gz",
  "_fileid": "9ed46f656309018ec3c3977e42196f21fc34d3e27a7f0c65ff9c920f1f03b79f",
  "_filesize": 1234693,
  "_sha256": "9ed46f656309018ec3c3977e42196f21fc34d3e27a7f0c65ff9c920f1f03b79f",
  "_created": "2026-05-28T09:00:36.000Z",
  "_published": "2026-05-28T09:04:37.236Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78258054457,
      "time": 154,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "7261900054"
    },
    {
      "job": 78258054399,
      "time": 176,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "7261907098"
    },
    {
      "job": 78258054398,
      "time": 166,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7261904019"
    },
    {
      "job": 78258054476,
      "time": 155,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7261900500"
    },
    {
      "job": 78257438947,
      "time": 231,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7261849341"
    },
    {
      "job": 78258054431,
      "time": 158,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7261900909"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/26565029322",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/SpatialBSS",
  "_commit": {
    "id": "8d003c23aefee2ccb90f1b8a555fdf723be1f17c",
    "author": "Klaus Nordhausen <klausnordhausenR@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.16-0\n",
    "time": 1743081605
  },
  "_maintainer": {
    "name": "Klaus Nordhausen",
    "email": "klausnordhausenr@gmail.com",
    "orcid": "0000-0002-3758-8501"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 1.0.2",
      "role": "Imports"
    },
    {
      "package": "JADE",
      "role": "Imports"
    },
    {
      "package": "sp",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "SpatialNP",
      "role": "Imports"
    },
    {
      "package": "distances",
      "role": "Imports"
    },
    {
      "package": "robustbase",
      "role": "Imports"
    },
    {
      "package": "sf",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "markdown",
      "role": "Suggests"
    },
    {
      "package": "gstat",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 1,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 242,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/SpatialBSS"
  },
  "_searchresults": 0,
  "_topics": [
    "openblas",
    "cpp",
    "openmp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/SpatialBSS.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.8",
      "date": "2020-03-26"
    },
    {
      "version": "0.9-0",
      "date": "2020-11-04"
    },
    {
      "version": "0.10-0",
      "date": "2021-05-07"
    },
    {
      "version": "0.11-0",
      "date": "2021-08-05"
    },
    {
      "version": "0.12-0",
      "date": "2021-10-07"
    },
    {
      "version": "0.13-0",
      "date": "2022-11-16"
    },
    {
      "version": "0.14-0",
      "date": "2023-07-20"
    },
    {
      "version": "0.16-0",
      "date": "2025-03-27"
    }
  ],
  "_exports": [
    "gen_glob_outl",
    "gen_loc_outl",
    "local_covariance_matrix",
    "local_gss_covariance_matrix",
    "robsbss",
    "sbss",
    "sbss_asymp",
    "sbss_boot",
    "snss_jd",
    "snss_sd",
    "snss_sjd",
    "spatial_kernel_matrix",
    "white_data"
  ],
  "_datasets": [
    {
      "name": "veneto_weather",
      "title": "Weekly Aggregated Climate and Meteorological Data in Veneto, Italy",
      "object": "veneto_weather",
      "file": "veneto_weather.rda",
      "class": [
        "sf",
        "data.frame"
      ],
      "fields": [
        "ET0",
        "tmax",
        "tmin",
        "hmax",
        "hmin",
        "log_prec",
        "geometry"
      ],
      "rows": 75,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "SpatialBSS-package",
      "title": "Blind Source Separation for Multivariate Spatial Data",
      "topics": [
        "SpatialBSS-package"
      ]
    },
    {
      "page": "coef.sbss",
      "title": "Coef Method for an Object of Class 'sbss'",
      "topics": [
        "coef.sbss"
      ]
    },
    {
      "page": "gen_glob_outl",
      "title": "Contamination with Global Outliers",
      "topics": [
        "gen_glob_outl"
      ]
    },
    {
      "page": "gen_loc_outl",
      "title": "Contamination with Local Outliers",
      "topics": [
        "gen_loc_outl"
      ]
    },
    {
      "page": "local_covariance_matrix",
      "title": "Computation of Local Covariance Matrices",
      "topics": [
        "local_covariance_matrix"
      ]
    },
    {
      "page": "local_gss_covariance_matrix",
      "title": "Computation of Robust Local Covariance Matrices",
      "topics": [
        "local_gss_covariance_matrix"
      ]
    },
    {
      "page": "plot.sbss",
      "title": "Plot Method for an Object of Class 'sbss'",
      "topics": [
        "plot.sbss"
      ]
    },
    {
      "page": "predict.sbss",
      "title": "Predict Method for an Object of Class 'sbss'",
      "topics": [
        "predict.sbss"
      ]
    },
    {
      "page": "print.sbss",
      "title": "Print Method for an Object of Class 'sbss'",
      "topics": [
        "print.sbss"
      ]
    },
    {
      "page": "robsbss",
      "title": "Robust Spatial Blind Source Separation",
      "topics": [
        "robsbss",
        "robsbss.default",
        "robsbss.sf",
        "robsbss.SpatialPointsDataFrame"
      ]
    },
    {
      "page": "sbss",
      "title": "Spatial Blind Source Separation",
      "topics": [
        "sbss",
        "sbss.default",
        "sbss.sf",
        "sbss.SpatialPointsDataFrame"
      ]
    },
    {
      "page": "sbss_asymp",
      "title": "Asymptotic Test for the White Noise Dimension in a Spatial Blind Source Separation Model",
      "topics": [
        "sbss_asymp",
        "sbss_asymp.default",
        "sbss_asymp.sf",
        "sbss_asymp.SpatialPointsDataFrame"
      ]
    },
    {
      "page": "sbss_boot",
      "title": "Different Bootstrap Tests for the White Noise Dimension in a Spatial Blind Source Separation Model",
      "topics": [
        "sbss_boot",
        "sbss_boot.default",
        "sbss_boot.sf",
        "sbss_boot.SpatialPointsDataFrame"
      ]
    },
    {
      "page": "snss_jd",
      "title": "Spatial Non-Stationary Source Separation Joint Diagonalization",
      "topics": [
        "snss_jd",
        "snss_jd.default",
        "snss_jd.list",
        "snss_jd.sf",
        "snss_jd.SpatialPointsDataFrame"
      ]
    },
    {
      "page": "snss_sd",
      "title": "Spatial Non-Stationary Source Separation Simultaneous Diagonalization",
      "topics": [
        "snss_sd",
        "snss_sd.default",
        "snss_sd.list",
        "snss_sd.sf",
        "snss_sd.SpatialPointsDataFrame"
      ]
    },
    {
      "page": "snss_sjd",
      "title": "Spatial Non-Stationary Source Separation Spatial Joint Diagonalization",
      "topics": [
        "snss_sjd",
        "snss_sjd.default",
        "snss_sjd.list",
        "snss_sjd.sf",
        "snss_sjd.SpatialPointsDataFrame"
      ]
    },
    {
      "page": "spatial_kernel_matrix",
      "title": "Computation of Spatial Kernel Matrices",
      "topics": [
        "spatial_kernel_matrix"
      ]
    },
    {
      "page": "veneto_weather",
      "title": "Weekly Aggregated Climate and Meteorological Data in Veneto, Italy",
      "topics": [
        "veneto_weather"
      ]
    },
    {
      "page": "white_data",
      "title": "Different Approaches of Data Whitening",
      "topics": [
        "white_data"
      ]
    }
  ],
  "_rundeps": [
    "clue",
    "cluster",
    "DEoptimR",
    "distances",
    "JADE",
    "lattice",
    "Rcpp",
    "RcppArmadillo",
    "robustbase",
    "sp",
    "SpatialNP"
  ],
  "_sysdeps": [
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_vignettes": [
    {
      "source": "SBSS.Rmd",
      "filename": "SBSS.html",
      "title": "Spatial Blind Source Separation",
      "author": "",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Spatial Blind Source Separation Framework",
        "Spatial Blind Source Separation Model",
        "Local Covariance Matrices and Spatial Kernel Functions",
        "How the estimate the unmixing matrix?",
        "Spatial Blind Source Separation with the function sbss",
        "Functions for class 'sbss'",
        "Alternative local scatter matrix",
        "Computing spatial kernel matrices",
        "Computing local covariance matrices",
        "Anisotropic Local Covariance Matrices"
      ],
      "created": "2020-03-26 13:50:05",
      "modified": "2025-03-27 13:20:05",
      "commits": 6
    }
  ],
  "_score": 2.4771212547196626,
  "_indexed": true,
  "_nocasepkg": "spatialbss",
  "_universes": [
    "cran"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.16-0",
      "date": "2026-05-28T09:03:06.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "8d003c23aefee2ccb90f1b8a555fdf723be1f17c",
      "fileid": "6e4dbabd165e7f90df2e4b0d1438a7bc6541a88d7ec9993ddb6d364c47d61e4a",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26565029322"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.16-0",
      "date": "2026-05-28T09:03:27.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "8d003c23aefee2ccb90f1b8a555fdf723be1f17c",
      "fileid": "7d69e7ee432c21b865adde955050bb78230b1f9849e1416c6ec79285a843bc75",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26565029322"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.16-0",
      "date": "2026-05-28T09:03:18.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "8d003c23aefee2ccb90f1b8a555fdf723be1f17c",
      "fileid": "f60079a90f885ac34b30bd7da239ad1bb790add5cecc38a953cf23a3c9aebe5c",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26565029322"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.16-0",
      "date": "2026-05-28T09:03:11.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "8d003c23aefee2ccb90f1b8a555fdf723be1f17c",
      "fileid": "5d98e9d0338c3e64f53899b8965f4ab453a4e9127c7a7e4dca949b8113a92cd6",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26565029322"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.16-0",
      "date": "2026-05-28T09:03:43.000Z",
      "arch": "emscripten",
      "commit": "8d003c23aefee2ccb90f1b8a555fdf723be1f17c",
      "fileid": "a7463ff58f49afd836d65931306b4781358080a52261d0d8e9c3796be0b00eb7",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26565029322"
    }
  ]
}