<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Automated Soil Profile Classification per WRB 2022, 'SiBCS' 5
and USDA Soil Taxonomy 13</dc:title>
  <dc:title>R package soilKey version 0.9.184</dc:title>
  <dc:description>Implements deterministic classification keys for the World
    Reference Base for Soil Resources 2022 (4th edition) and the Brazilian
    System of Soil Classification ('SiBCS', 5th edition). Provides a unified
    profile representation with explicit per-attribute provenance, multimodal
    extraction from field reports and photos via vision-language models,
    spatial priors from 'SoilGrids' and national soil maps, and gap-filling of
    soil attributes from Vis-NIR or MIR spectra via the Open Soil Spectral
    Library ('OSSL'). The taxonomic key itself is never delegated to a language
    model; LLMs are restricted to schema-validated extraction. Each
    classification result reports a key trace, a provenance-aware evidence
    grade, and ambiguities that further measurement would resolve.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1)</dc:relation>
  <dc:relation>Imports: R6, data.table, yaml, cli, rlang</dc:relation>
  <dc:relation>Suggests: aqp, SoilTaxonomy, mpspline2, terra, foreign, sf, chromote,
munsellinterpol, pls, prospectr, resemble, ellmer, httr,
jsonlite, jsonvalidate, pdftools, magick, shiny (&gt;= 1.7.0), DT,
bslib, shinyWidgets, plotly, leaflet, htmltools, withr, DBI,
RSQLite, base64enc, maps, testthat (&gt;= 3.0.0), knitr, rmarkdown</dc:relation>
  <dc:creator>Hugo Rodrigues &lt;rodrigues.machado.hugo@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Hugo Rodrigues [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0002-8070-8126&gt;)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=soilKey/LICENSE)</dc:rights>
  <dc:date>2026-07-07</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=soilKey</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.soilKey</dc:identifier>
</oai_dc:dc>
