NA

Summary

Type of change

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (would cause existing code to behave differently)
• Documentation update (vignette, README, NEWS, references)
• Test-only change (no source code modified)
• Refactor / internal cleanup (no behaviour change)

Scope

• WRB 2022 key / qualifiers / diagnostics
• SiBCS 5ª edição key / atributos / família
• USDA Soil Taxonomy 13ed key
• Multimodal extraction (VLM)
• Spectra / OSSL pipeline
• Spatial prior (SoilGrids)
• Benchmark drivers / loaders (KSSL+NASIS / Embrapa FEBR / WoSIS)
• aqp interop
• Shiny app
• Documentation only

How was this tested?

• Existing test suite still passes (testthat::test_local())
• New unit tests added in tests/testthat/test-*.R
• Benchmark A/B run (KSSL+NASIS / Embrapa / canonical fixtures)
• R CMD check Status: OK
• Vignettes still build (if vignettes were touched)

Checklist

• I have read CONTRIBUTING.md
• My change does NOT delegate the taxonomic key to a language model
• My change preserves the per-attribute provenance log
• I have updated NEWS.md for user-facing changes
• I have updated relevant vignettes / README / pkgdown reference
• All YAML rule changes cite the canonical book + page number

References