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To cite the HRRI package in publications use:

Ghotbi M, Ghotbi M (2026). HRRI: Holobiont Redox Resilience Index for Integrative Stress Biology. R package version 1.0.6, https://github.com/mghotbi/HRRI.

Ghotbi M, Ghotbi M, Komluski J, Holtgrewe-Stukenbrock E (2026). “HRRI: direction-aware diagnostics for soil-plant-microbiome redox recovery across hydroclimatic disturbances.” Manuscript in preparation.

Ghotbi M, Kolody B, Ghotbi M, Holtgrewe-Stukenbrock E (2026). “A Theory of Hydroclimatic Redox Resilience.” Submitted to Communications Earth & Environment.

Ghotbi M, Ghotbi M, Muehling K, Stukenbrock E (2026). “Rhizosphere redox recovery after hydrological disturbances: mechanisms across the soil-plant-microbiome continuum.” Submitted to Soil Biology & Biochemistry.

Corresponding BibTeX entries:

  @Manual{,
    title = {HRRI: Holobiont Redox Resilience Index for Integrative
      Stress Biology},
    author = {Mitra Ghotbi and Marjan Ghotbi},
    year = {2026},
    note = {R package version 1.0.6},
    url = {https://github.com/mghotbi/HRRI},
  }
  @Unpublished{,
    title = {HRRI: direction-aware diagnostics for
      soil-plant-microbiome redox recovery across hydroclimatic
      disturbances},
    author = {Mitra Ghotbi and Marjan Ghotbi and Jovan Komluski and Eva
      H. Holtgrewe-Stukenbrock},
    year = {2026},
    note = {Manuscript in preparation},
  }
  @Unpublished{,
    title = {A Theory of Hydroclimatic Redox Resilience},
    author = {Mitra Ghotbi and Bethany C. Kolody and Marjan Ghotbi and
      Eva Holtgrewe-Stukenbrock},
    year = {2026},
    note = {Submitted to Communications Earth & Environment},
  }
  @Unpublished{,
    title = {Rhizosphere redox recovery after hydrological
      disturbances: mechanisms across the soil-plant-microbiome
      continuum},
    author = {Mitra Ghotbi and Marjan Ghotbi and Karl H. Muehling and
      Eva H. Stukenbrock},
    year = {2026},
    note = {Submitted to Soil Biology & Biochemistry},
  }

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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