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  "Package": "BRCore",
  "Title": "A Unified Framework for Identification and Ecological\nInterpretation of Microbial Data from Bioenergy Research\nCenters",
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  "Authors@R": "c(\nperson(\"Bolívar\", \"Aponte Rolón\",\nemail = \"bolaponte@pm.me\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-2544-4551\")),\nperson(\"Gian Maria Niccolò\", \"Benucci\",\nemail = \"benucci@msu.edu\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0003-1589-947X\", \"Co-maintainer\")),\nperson(\"Brandon\", \"Kristy\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0003-2421-7143\")),\nperson(\"Ashley\", \"Shade\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-7189-3067\")),\nperson(\"Nejc\", \"Stopnisek\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-1532-6826\")),\nperson(\"Adina\", \"Howe\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-7705-343X\")),\nperson(\"Center for Advanced Bioenergy and Bioproducts Innovation\",\nrole = c(\"cph\", \"fnd\")),\nperson(\"Great Lakes Bioenergy Research Center\",\nrole = c(\"cph\", \"fnd\"))\n)",
  "Description": "A unified framework for identification and ecological\ninterpretation of core microbiomes across time and space,\nenhancing robustness and reproducibility in microbiome data\nanalysis. 'BRCore' implements the workflow proposed by Shade\nand Stopnisek (2019) and incorporates additional rarefaction\nsteps. The proposed workflow aims to identify persistent\nmicrobiomes using abundance-occupancy distributions and neutral\ncommunity model fitting. For more details on\nabundance-occupancy distributions see Shade A, Stopnisek N\n(2019) <doi:10.1016/j.mib.2019.09.008>, for neutral models, see\nSloan et al. (2006) <doi:10.1111/j.1462-2920.2005.00956.x> and\nBurns et al. (2015) <doi:10.1038/ismej.2015.142>.",
  "biocViews": "",
  "License": "MIT + file LICENSE",
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  "Repository": "https://germs-lab.r-universe.dev",
  "Date/Publication": "2026-05-20 17:37:12 UTC",
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  "Author": "Bolívar Aponte Rolón [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-2544-4551>),\nGian Maria Niccolò Benucci [aut] (ORCID:\n<https://orcid.org/0000-0003-1589-947X>, Co-maintainer),\nBrandon Kristy [aut] (ORCID: <https://orcid.org/0000-0003-2421-7143>),\nAshley Shade [aut] (ORCID: <https://orcid.org/0000-0002-7189-3067>),\nNejc Stopnisek [aut] (ORCID: <https://orcid.org/0000-0002-1532-6826>),\nAdina Howe [aut] (ORCID: <https://orcid.org/0000-0002-7705-343X>),\nCenter for Advanced Bioenergy and Bioproducts Innovation [cph, fnd],\nGreat Lakes Bioenergy Research Center [cph, fnd]",
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    },
    {
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      "topics": [
        "bean"
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      "title": "Identify Core Microbiome Using Bray-Curtis Similarity biological samples. Core taxa are selected using either a \"last % increase\" or \"elbow\" method implementing the method developed by Shade and Stopnisek (2019) Curr Opin Microbiol, see below for details.",
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      "title": "Introduction to BRCore",
      "author": "By Bolívar Aponte Rolón and Gian Maria Niccolò Benucci",
      "engine": "knitr::rmarkdown",
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        "Load R libraries",
        "Datasets included",
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        "Rarefaction metrics and visualization",
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        "Recreate a phyloseq object with a rarefied otu_table()",
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        "How the is the core identified?",
        "Visualize the abundance-occupancy distribution and the core ASV/OTUs set",
        "Visualize the abundance-occupancy curve",
        "Visualize the core set across the variable used for detecting the core",
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