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ptfkit.ferrerjulia2004

ptfkit.ferrerjulia2004

Ferrer Julià et al. (2004), saturated-conductivity PTFs for Spanish soils.

Reference

Ferrer Julià, M., Estrela Monreal, T., Sánchez del Corral Jiménez, A., & García Meléndez, E. (2004). Constructing a saturated hydraulic conductivity map of Spain using pedotransfer functions and spatial prediction. Geoderma, 123, 257-277. DOI: 10.1016/j.geoderma.2004.02.011

Territory

Spanish mainland on the Iberian Peninsula

Dataset

Trueba et al. (2000a) Spanish soil database: 2178 profiles and 7011 horizons; the general regressions used 3172 horizons with sufficient data.

FUNCTION DESCRIPTION
calc_ptf_ferrerjulia2004_calcaric_fluvisol_sand

Estimate saturated conductivity for Calcaric Fluvisol from sand content.

calc_ptf_ferrerjulia2004_calcaric_fluvisol_texture_organic_matter

Estimate saturated conductivity for Calcaric Fluvisol from texture and organic matter.

calc_ptf_ferrerjulia2004_calcaric_regosol_sand

Estimate saturated conductivity for Calcaric Regosol from sand content.

calc_ptf_ferrerjulia2004_calcaric_regosol_texture_organic_matter

Estimate saturated conductivity for Calcaric Regosol from texture and organic matter.

calc_ptf_ferrerjulia2004_calcic_cambisol_sand

Estimate saturated conductivity for Calcic Cambisol from sand content.

calc_ptf_ferrerjulia2004_calcic_cambisol_texture_organic_matter

Estimate saturated conductivity for Calcic Cambisol from texture and organic matter.

calc_ptf_ferrerjulia2004_calcic_luvisol_sand

Estimate saturated conductivity for Calcic Luvisol from sand content.

calc_ptf_ferrerjulia2004_calcic_luvisol_texture_organic_matter

Estimate saturated conductivity for Calcic Luvisol from texture and organic matter.

calc_ptf_ferrerjulia2004_campbell_shiozawa

Evaluate the Campbell and Shiozawa saturated-conductivity PTF.

calc_ptf_ferrerjulia2004_chromic_luvisol_sand

Estimate saturated conductivity for Chromic Luvisol from sand content.

calc_ptf_ferrerjulia2004_chromic_luvisol_texture_organic_matter

Estimate saturated conductivity for Chromic Luvisol from texture and organic matter.

calc_ptf_ferrerjulia2004_cosby

Evaluate the Cosby et al. saturated-conductivity PTF.

calc_ptf_ferrerjulia2004_dane_puckett

Evaluate the Dane and Puckett saturated-conductivity PTF.

calc_ptf_ferrerjulia2004_dystric_cambisol_sand

Estimate saturated conductivity for Dystric Cambisol from sand content.

calc_ptf_ferrerjulia2004_dystric_cambisol_texture_organic_matter

Estimate saturated conductivity for Dystric Cambisol from texture and organic matter.

calc_ptf_ferrerjulia2004_dystric_regosol_sand

Estimate saturated conductivity for Dystric Regosol from sand content.

calc_ptf_ferrerjulia2004_dystric_regosol_texture_organic_matter

Estimate saturated conductivity for Dystric Regosol from texture and organic matter.

calc_ptf_ferrerjulia2004_eutric_cambisol_sand

Estimate saturated conductivity for Eutric Cambisol from sand content.

calc_ptf_ferrerjulia2004_eutric_cambisol_texture_organic_matter

Estimate saturated conductivity for Eutric Cambisol from texture and organic matter.

calc_ptf_ferrerjulia2004_eutric_regosol_sand

Estimate saturated conductivity for Eutric Regosol from sand content.

calc_ptf_ferrerjulia2004_eutric_regosol_texture_organic_matter

Estimate saturated conductivity for Eutric Regosol from texture and organic matter.

calc_ptf_ferrerjulia2004_general_sand

Estimate saturated conductivity for Spanish soils from sand content.

calc_ptf_ferrerjulia2004_general_texture_organic_matter

Estimate saturated conductivity for Spanish soils from texture and organic matter.

calc_ptf_ferrerjulia2004_gleyic_cambisol_sand

Estimate saturated conductivity for Gleyic Cambisol from sand content.

calc_ptf_ferrerjulia2004_gleyic_cambisol_texture_organic_matter

Estimate saturated conductivity for Gleyic Cambisol from texture and organic matter.

calc_ptf_ferrerjulia2004_gleyic_luvisol_sand

Estimate saturated conductivity for Gleyic Luvisol from sand content.

calc_ptf_ferrerjulia2004_gleyic_luvisol_texture_organic_matter

Estimate saturated conductivity for Gleyic Luvisol from texture and organic matter.

calc_ptf_ferrerjulia2004_gleyic_solonchak_sand

Estimate saturated conductivity for Gleyic Solonchak from sand content.

calc_ptf_ferrerjulia2004_gleyic_solonchak_texture_organic_matter

Estimate saturated conductivity for Gleyic Solonchak from texture and organic matter.

calc_ptf_ferrerjulia2004_humic_acrisol_sand

Estimate saturated conductivity for Humic Acrisol from sand content.

calc_ptf_ferrerjulia2004_humic_acrisol_texture_organic_matter

Estimate saturated conductivity for Humic Acrisol from texture and organic matter.

calc_ptf_ferrerjulia2004_humic_cambisol_sand

Estimate saturated conductivity for Humic Cambisol from sand content.

calc_ptf_ferrerjulia2004_humic_cambisol_texture_organic_matter

Estimate saturated conductivity for Humic Cambisol from texture and organic matter.

calc_ptf_ferrerjulia2004_orthic_luvisol_sand

Estimate saturated conductivity for Orthic Luvisol from sand content.

calc_ptf_ferrerjulia2004_orthic_luvisol_texture_organic_matter

Estimate saturated conductivity for Orthic Luvisol from texture and organic matter.

calc_ptf_ferrerjulia2004_puckett

Evaluate the Puckett et al. saturated-conductivity PTF.

calc_ptf_ferrerjulia2004_ranker_sand

Estimate saturated conductivity for Ranker from sand content.

calc_ptf_ferrerjulia2004_ranker_texture_organic_matter

Estimate saturated conductivity for Ranker from texture and organic matter.

calc_ptf_ferrerjulia2004_rendzina_sand

Estimate saturated conductivity for Rendzina from sand content.

calc_ptf_ferrerjulia2004_rendzina_texture_organic_matter

Estimate saturated conductivity for Rendzina from texture and organic matter.

calc_ptf_ferrerjulia2004_saxton

Evaluate the Saxton et al. saturated-conductivity PTF.

calc_ptf_ferrerjulia2004_calcaric_fluvisol_sand

calc_ptf_ferrerjulia2004_calcaric_fluvisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_calcaric_fluvisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Calcaric Fluvisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcaric Fluvisol. Table 3; R^2 = 0.772.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_calcaric_fluvisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Calcaric Fluvisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcaric Fluvisol.
        Table 3; R^2 = 0.772.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_calcaric_fluvisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_calcaric_fluvisol_texture_organic_matter

calc_ptf_ferrerjulia2004_calcaric_fluvisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_calcaric_fluvisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Calcaric Fluvisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcaric Fluvisol. Table 3; R^2 = 0.792.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_calcaric_fluvisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Calcaric Fluvisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcaric Fluvisol.
        Table 3; R^2 = 0.792.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_calcaric_fluvisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_calcaric_regosol_sand

calc_ptf_ferrerjulia2004_calcaric_regosol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_calcaric_regosol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Calcaric Regosol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcaric Regosol. Table 3; R^2 = 0.655.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_calcaric_regosol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Calcaric Regosol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcaric Regosol.
        Table 3; R^2 = 0.655.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_calcaric_regosol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_calcaric_regosol_texture_organic_matter

calc_ptf_ferrerjulia2004_calcaric_regosol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_calcaric_regosol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Calcaric Regosol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcaric Regosol. Table 3; R^2 = 0.705.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_calcaric_regosol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Calcaric Regosol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcaric Regosol.
        Table 3; R^2 = 0.705.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_calcaric_regosol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_calcic_cambisol_sand

calc_ptf_ferrerjulia2004_calcic_cambisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_calcic_cambisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Calcic Cambisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcic Cambisol. Table 3; R^2 = 0.521.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_calcic_cambisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Calcic Cambisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcic Cambisol.
        Table 3; R^2 = 0.521.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_calcic_cambisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_calcic_cambisol_texture_organic_matter

calc_ptf_ferrerjulia2004_calcic_cambisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_calcic_cambisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Calcic Cambisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcic Cambisol. Table 3; R^2 = 0.468.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_calcic_cambisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Calcic Cambisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcic Cambisol.
        Table 3; R^2 = 0.468.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_calcic_cambisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_calcic_luvisol_sand

calc_ptf_ferrerjulia2004_calcic_luvisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_calcic_luvisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Calcic Luvisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcic Luvisol. Table 3; R^2 = 0.412.

Warning

The paper reports weak fit and suggests missing clay-mineralogy information.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_calcic_luvisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Calcic Luvisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcic Luvisol.
        Table 3; R^2 = 0.412.

    Warning:
        The paper reports weak fit and suggests missing clay-mineralogy information.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_calcic_luvisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_calcic_luvisol_texture_organic_matter

calc_ptf_ferrerjulia2004_calcic_luvisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_calcic_luvisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Calcic Luvisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcic Luvisol. Table 3; R^2 = 0.473.

Warning

The paper reports weak fit and suggests missing clay-mineralogy information.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_calcic_luvisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Calcic Luvisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Calcic Luvisol.
        Table 3; R^2 = 0.473.

    Warning:
        The paper reports weak fit and suggests missing clay-mineralogy information.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_calcic_luvisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_campbell_shiozawa

calc_ptf_ferrerjulia2004_campbell_shiozawa(*, sand: float, clay: float) -> floating
calc_ptf_ferrerjulia2004_campbell_shiozawa(*, sand: ArrayLike, clay: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Evaluate the Campbell and Shiozawa saturated-conductivity PTF.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Campbell and Shiozawa (1994)

Notes

Prediction target: Saturated hydraulic conductivity. Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_campbell_shiozawa(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Evaluate the Campbell and Shiozawa saturated-conductivity PTF.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Campbell and Shiozawa (1994)

    Notes:
        Prediction target: Saturated hydraulic conductivity.
        Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_campbell_shiozawa,
        sand,
        clay,
        out=out,
    )

calc_ptf_ferrerjulia2004_chromic_luvisol_sand

calc_ptf_ferrerjulia2004_chromic_luvisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_chromic_luvisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Chromic Luvisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Chromic Luvisol. Table 3; R^2 = 0.534.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_chromic_luvisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Chromic Luvisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Chromic Luvisol.
        Table 3; R^2 = 0.534.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_chromic_luvisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_chromic_luvisol_texture_organic_matter

calc_ptf_ferrerjulia2004_chromic_luvisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_chromic_luvisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Chromic Luvisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Chromic Luvisol. Table 3; R^2 = 0.557.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_chromic_luvisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Chromic Luvisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Chromic Luvisol.
        Table 3; R^2 = 0.557.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_chromic_luvisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_cosby

calc_ptf_ferrerjulia2004_cosby(*, sand: float, clay: float) -> floating
calc_ptf_ferrerjulia2004_cosby(*, sand: ArrayLike, clay: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Evaluate the Cosby et al. saturated-conductivity PTF.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Cosby et al. (1984)

Notes

Prediction target: Saturated hydraulic conductivity. Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_cosby(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Evaluate the Cosby et al. saturated-conductivity PTF.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Cosby et al. (1984)

    Notes:
        Prediction target: Saturated hydraulic conductivity.
        Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_cosby,
        sand,
        clay,
        out=out,
    )

calc_ptf_ferrerjulia2004_dane_puckett

calc_ptf_ferrerjulia2004_dane_puckett(*, clay: float) -> floating
calc_ptf_ferrerjulia2004_dane_puckett(*, clay: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Evaluate the Dane and Puckett saturated-conductivity PTF.

PARAMETER DESCRIPTION
clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Dane and Puckett (1994)

Notes

Prediction target: Saturated hydraulic conductivity. Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_dane_puckett(
    *,
    clay: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Evaluate the Dane and Puckett saturated-conductivity PTF.

    Arguments:
        clay: Clay content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Dane and Puckett (1994)

    Notes:
        Prediction target: Saturated hydraulic conductivity.
        Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_dane_puckett,
        clay,
        out=out,
    )

calc_ptf_ferrerjulia2004_dystric_cambisol_sand

calc_ptf_ferrerjulia2004_dystric_cambisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_dystric_cambisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Dystric Cambisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Dystric Cambisol. Table 3; R^2 = 0.750.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_dystric_cambisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Dystric Cambisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Dystric Cambisol.
        Table 3; R^2 = 0.750.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_dystric_cambisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_dystric_cambisol_texture_organic_matter

calc_ptf_ferrerjulia2004_dystric_cambisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_dystric_cambisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Dystric Cambisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Dystric Cambisol. Table 3; R^2 = 0.779.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_dystric_cambisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Dystric Cambisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Dystric Cambisol.
        Table 3; R^2 = 0.779.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_dystric_cambisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_dystric_regosol_sand

calc_ptf_ferrerjulia2004_dystric_regosol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_dystric_regosol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Dystric Regosol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Dystric Regosol. Table 3; R^2 = 0.834.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_dystric_regosol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Dystric Regosol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Dystric Regosol.
        Table 3; R^2 = 0.834.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_dystric_regosol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_dystric_regosol_texture_organic_matter

calc_ptf_ferrerjulia2004_dystric_regosol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_dystric_regosol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Dystric Regosol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Dystric Regosol. Table 3; R^2 = 0.862.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_dystric_regosol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Dystric Regosol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Dystric Regosol.
        Table 3; R^2 = 0.862.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_dystric_regosol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_eutric_cambisol_sand

calc_ptf_ferrerjulia2004_eutric_cambisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_eutric_cambisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Eutric Cambisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Eutric Cambisol. Table 3; R^2 = 0.734.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_eutric_cambisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Eutric Cambisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Eutric Cambisol.
        Table 3; R^2 = 0.734.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_eutric_cambisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_eutric_cambisol_texture_organic_matter

calc_ptf_ferrerjulia2004_eutric_cambisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_eutric_cambisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Eutric Cambisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Eutric Cambisol. Table 3; R^2 = 0.686.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_eutric_cambisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Eutric Cambisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Eutric Cambisol.
        Table 3; R^2 = 0.686.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_eutric_cambisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_eutric_regosol_sand

calc_ptf_ferrerjulia2004_eutric_regosol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_eutric_regosol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Eutric Regosol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Eutric Regosol. Table 3; R^2 = 0.824.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_eutric_regosol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Eutric Regosol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Eutric Regosol.
        Table 3; R^2 = 0.824.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_eutric_regosol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_eutric_regosol_texture_organic_matter

calc_ptf_ferrerjulia2004_eutric_regosol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_eutric_regosol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Eutric Regosol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Eutric Regosol. Table 3; R^2 = 0.702.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_eutric_regosol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Eutric Regosol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Eutric Regosol.
        Table 3; R^2 = 0.702.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_eutric_regosol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_general_sand

calc_ptf_ferrerjulia2004_general_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_general_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Spanish soils from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for the combined Spanish-soil dataset. Section 5.1; 3172 horizons; R^2 = 0.696.

Warning

The paper recommends use when data are statistically similar to its Spanish-soil calibration data.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_general_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Spanish soils from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for the combined Spanish-soil dataset.
        Section 5.1; 3172 horizons; R^2 = 0.696.

    Warning:
        The paper recommends use when data are statistically similar to its Spanish-soil calibration
            data.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_general_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_general_texture_organic_matter

calc_ptf_ferrerjulia2004_general_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_general_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Spanish soils from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for the combined Spanish-soil dataset. Section 5.1; 3172 horizons; R^2 = 0.715.

Warning

The paper recommends use when data are statistically similar to its Spanish-soil calibration data.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_general_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Spanish soils from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for the combined Spanish-soil dataset.
        Section 5.1; 3172 horizons; R^2 = 0.715.

    Warning:
        The paper recommends use when data are statistically similar to its Spanish-soil calibration
            data.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_general_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_gleyic_cambisol_sand

calc_ptf_ferrerjulia2004_gleyic_cambisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_gleyic_cambisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Gleyic Cambisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Cambisol. Table 3; R^2 = 0.807.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_gleyic_cambisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Gleyic Cambisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Cambisol.
        Table 3; R^2 = 0.807.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_gleyic_cambisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_gleyic_cambisol_texture_organic_matter

calc_ptf_ferrerjulia2004_gleyic_cambisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_gleyic_cambisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Gleyic Cambisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Cambisol. Table 3; R^2 = 0.824.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_gleyic_cambisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Gleyic Cambisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Cambisol.
        Table 3; R^2 = 0.824.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_gleyic_cambisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_gleyic_luvisol_sand

calc_ptf_ferrerjulia2004_gleyic_luvisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_gleyic_luvisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Gleyic Luvisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Luvisol. Table 3; R^2 = 0.876.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_gleyic_luvisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Gleyic Luvisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Luvisol.
        Table 3; R^2 = 0.876.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_gleyic_luvisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_gleyic_luvisol_texture_organic_matter

calc_ptf_ferrerjulia2004_gleyic_luvisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_gleyic_luvisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Gleyic Luvisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Luvisol. Table 3; R^2 = 0.917.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_gleyic_luvisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Gleyic Luvisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Luvisol.
        Table 3; R^2 = 0.917.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_gleyic_luvisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_gleyic_solonchak_sand

calc_ptf_ferrerjulia2004_gleyic_solonchak_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_gleyic_solonchak_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Gleyic Solonchak from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Solonchak. Table 3 prints R^2 = 0.399; the prose later states 0.435.

Warning

The source gives inconsistent R^2 values for this regression.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_gleyic_solonchak_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Gleyic Solonchak from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Solonchak.
        Table 3 prints R^2 = 0.399; the prose later states 0.435.

    Warning:
        The source gives inconsistent R^2 values for this regression.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_gleyic_solonchak_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_gleyic_solonchak_texture_organic_matter

calc_ptf_ferrerjulia2004_gleyic_solonchak_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_gleyic_solonchak_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Gleyic Solonchak from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Solonchak. Table 3; R^2 = 0.682. Human review corrected the anomalous printed intercept from -90917 to -0.90917.

Warning

The implementation intentionally differs from the original published Table 3 which prints the intercept as -90917.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_gleyic_solonchak_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Gleyic Solonchak from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Gleyic Solonchak.
        Table 3; R^2 = 0.682.
        Human review corrected the anomalous printed intercept from -90917 to -0.90917.

    Warning:
        The implementation intentionally differs from the original published Table 3
        which prints the intercept as -90917.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_gleyic_solonchak_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_humic_acrisol_sand

calc_ptf_ferrerjulia2004_humic_acrisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_humic_acrisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Humic Acrisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Humic Acrisol. Table 3; R^2 = 0.723.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_humic_acrisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Humic Acrisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Humic Acrisol.
        Table 3; R^2 = 0.723.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_humic_acrisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_humic_acrisol_texture_organic_matter

calc_ptf_ferrerjulia2004_humic_acrisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_humic_acrisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Humic Acrisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Humic Acrisol. Table 3; R^2 = 0.701.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_humic_acrisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Humic Acrisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Humic Acrisol.
        Table 3; R^2 = 0.701.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_humic_acrisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_humic_cambisol_sand

calc_ptf_ferrerjulia2004_humic_cambisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_humic_cambisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Humic Cambisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Humic Cambisol. Table 3; R^2 = 0.592.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_humic_cambisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Humic Cambisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Humic Cambisol.
        Table 3; R^2 = 0.592.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_humic_cambisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_humic_cambisol_texture_organic_matter

calc_ptf_ferrerjulia2004_humic_cambisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_humic_cambisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Humic Cambisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Humic Cambisol. Table 3; R^2 = 0.632.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_humic_cambisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Humic Cambisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Humic Cambisol.
        Table 3; R^2 = 0.632.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_humic_cambisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_orthic_luvisol_sand

calc_ptf_ferrerjulia2004_orthic_luvisol_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_orthic_luvisol_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Orthic Luvisol from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Orthic Luvisol. Table 3; R^2 = 0.676.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_orthic_luvisol_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Orthic Luvisol from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Orthic Luvisol.
        Table 3; R^2 = 0.676.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_orthic_luvisol_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_orthic_luvisol_texture_organic_matter

calc_ptf_ferrerjulia2004_orthic_luvisol_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_orthic_luvisol_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Orthic Luvisol from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Orthic Luvisol. Table 3; R^2 = 0.729.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_orthic_luvisol_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Orthic Luvisol from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Orthic Luvisol.
        Table 3; R^2 = 0.729.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_orthic_luvisol_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_puckett

calc_ptf_ferrerjulia2004_puckett(*, clay: float) -> floating
calc_ptf_ferrerjulia2004_puckett(*, clay: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Evaluate the Puckett et al. saturated-conductivity PTF.

PARAMETER DESCRIPTION
clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Puckett et al. (1985)

Notes

Prediction target: Saturated hydraulic conductivity. Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_puckett(
    *,
    clay: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Evaluate the Puckett et al. saturated-conductivity PTF.

    Arguments:
        clay: Clay content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Puckett et al. (1985)

    Notes:
        Prediction target: Saturated hydraulic conductivity.
        Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_puckett,
        clay,
        out=out,
    )

calc_ptf_ferrerjulia2004_ranker_sand

calc_ptf_ferrerjulia2004_ranker_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_ranker_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Ranker from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Ranker. Table 3; R^2 = 0.726.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_ranker_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Ranker from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Ranker.
        Table 3; R^2 = 0.726.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_ranker_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_ranker_texture_organic_matter

calc_ptf_ferrerjulia2004_ranker_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_ranker_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Ranker from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Ranker. Table 3; R^2 = 0.717.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_ranker_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Ranker from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Ranker.
        Table 3; R^2 = 0.717.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_ranker_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_rendzina_sand

calc_ptf_ferrerjulia2004_rendzina_sand(*, sand: float) -> floating
calc_ptf_ferrerjulia2004_rendzina_sand(*, sand: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Rendzina from sand content.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Exponential one-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Rendzina. Table 3; horizon-level R^2 = 0.221; the paper separately reports profile-average R^2 = 0.727 without coefficients.

Warning

The horizon-level regression has weak fit and is affected by converted qualitative conductivity values.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_rendzina_sand(
    *,
    sand: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Rendzina from sand content.

    Arguments:
        sand: Sand content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Exponential one-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Rendzina.
        Table 3; horizon-level R^2 = 0.221; the paper separately reports profile-average R^2 = 0.727
            without coefficients.

    Warning:
        The horizon-level regression has weak fit and is affected by converted qualitative
            conductivity values.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_rendzina_sand,
        sand,
        out=out,
    )

calc_ptf_ferrerjulia2004_rendzina_texture_organic_matter

calc_ptf_ferrerjulia2004_rendzina_texture_organic_matter(*, sand: float, clay: float, organic_matter: float) -> floating
calc_ptf_ferrerjulia2004_rendzina_texture_organic_matter(*, sand: ArrayLike, clay: ArrayLike, organic_matter: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Estimate saturated conductivity for Rendzina from texture and organic matter.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage. (%)

TYPE: float | ArrayLike

organic_matter

Organic matter content by percentage. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Linear three-variable regression

Notes

Prediction target: Saturated hydraulic conductivity for FAO 1974 Rendzina. Table 3; R^2 = 0.340.

Warning

The regression has weak fit and is affected by converted qualitative conductivity values.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_rendzina_texture_organic_matter(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    organic_matter: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Estimate saturated conductivity for Rendzina from texture and organic matter.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage. (%)
        organic_matter: Organic matter content by percentage. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Linear three-variable regression

    Notes:
        Prediction target: Saturated hydraulic conductivity for FAO 1974 Rendzina.
        Table 3; R^2 = 0.340.

    Warning:
        The regression has weak fit and is affected by converted qualitative conductivity values.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_rendzina_texture_organic_matter,
        sand,
        clay,
        organic_matter,
        out=out,
    )

calc_ptf_ferrerjulia2004_saxton

calc_ptf_ferrerjulia2004_saxton(*, sand: float, clay: float) -> floating
calc_ptf_ferrerjulia2004_saxton(*, sand: ArrayLike, clay: ArrayLike, out: NDArray[floating] | None = None) -> NDArray[floating]

Evaluate the Saxton et al. saturated-conductivity PTF.

PARAMETER DESCRIPTION
sand

Sand content by percentage. (%)

TYPE: float | ArrayLike

clay

Clay content by percentage; strictly positive for the base-10 logarithm. (%)

TYPE: float | ArrayLike

out

Optional output arrays for in-place calculation.

TYPE: NDArray[floating] | None DEFAULT: None

RETURNS DESCRIPTION
k_sat

Estimated saturated hydraulic conductivity. (mm/h)

TYPE: floating | NDArray[floating]

Models

\(k(h)\): Saxton et al. (1986)

Notes

Prediction target: Saturated hydraulic conductivity. Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

Warning

The denominator contains log10(clay) and the source does not state its valid domain or singularity policy.

Source code in ptfkit/ferrerjulia2004.py
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def calc_ptf_ferrerjulia2004_saxton(
    *,
    sand: float | ArrayLike,
    clay: float | ArrayLike,
    out: NDArray[floating] | None = None,
) -> floating | NDArray[floating]:
    """Evaluate the Saxton et al. saturated-conductivity PTF.

    Arguments:
        sand: Sand content by percentage. (%)
        clay: Clay content by percentage; strictly positive for the base-10 logarithm. (%)
        out: Optional output arrays for in-place calculation.

    Returns:
        k_sat: Estimated saturated hydraulic conductivity. (mm/h)

    Models:
        $k(h)$: Saxton et al. (1986)

    Notes:
        Prediction target: Saturated hydraulic conductivity.
        Reproduced in Section 4.2 for comparison with the new Spanish-soil PTFs.

    Warning:
        The denominator contains log10(clay) and the source does not state its valid domain or
            singularity policy.

    """
    return _call(
        _calc_ptf_ferrerjulia2004_saxton,
        sand,
        clay,
        out=out,
    )