physics/rainfall_intensity.py - master - ssmih/Python

physics/rainfall_intensity.py
143 строки4 KB
Yuri Batista Ishizawa
Add rainfall intensity calculation function (#11432)
11 июн 2024, 12:45
11 июн 2024, 12:4541a1cdf
"""
Rainfall Intensity
==================
This module contains functions to calculate the intensity of
a rainfall event for a given duration and return period.

This function uses the Sherman intensity-duration-frequency curve.

References
----------
- Aparicio, F. (1997): Fundamentos de Hidrología de Superficie.
    Balderas, México, Limusa. 303 p.
- https://en.wikipedia.org/wiki/Intensity-duration-frequency_curve
"""


def rainfall_intensity(
    coefficient_k: float,
    coefficient_a: float,
    coefficient_b: float,
    coefficient_c: float,
    return_period: float,
    duration: float,
) -> float:
    """
    Calculate the intensity of a rainfall event for a given duration and return period.
    It's based on the Sherman intensity-duration-frequency curve:

    I = k * T^a / (D + b)^c

    where:
        I = Intensity of the rainfall event [mm/h]
        k, a, b, c = Coefficients obtained through statistical distribution adjust
        T = Return period in years
        D = Rainfall event duration in minutes

    Parameters
    ----------
    coefficient_k : float
        Coefficient obtained through statistical distribution adjust.
    coefficient_a : float
        Coefficient obtained through statistical distribution adjust.
    coefficient_b : float
        Coefficient obtained through statistical distribution adjust.
    coefficient_c : float
        Coefficient obtained through statistical distribution adjust.
    return_period : float
        Return period in years.
    duration : float
        Rainfall event duration in minutes.

    Returns
    -------
    intensity : float
        Intensity of the rainfall event in mm/h.

    Raises
    ------
    ValueError
        If any of the parameters are not positive.

    Examples
    --------

    >>> rainfall_intensity(1000, 0.2, 11.6, 0.81, 10, 60)
    49.83339231138578

    >>> rainfall_intensity(1000, 0.2, 11.6, 0.81, 10, 30)
    77.36319588106228

    >>> rainfall_intensity(1000, 0.2, 11.6, 0.81, 5, 60)
    43.382487747633625

    >>> rainfall_intensity(0, 0.2, 11.6, 0.81, 10, 60)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    >>> rainfall_intensity(1000, -0.2, 11.6, 0.81, 10, 60)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    >>> rainfall_intensity(1000, 0.2, -11.6, 0.81, 10, 60)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    >>> rainfall_intensity(1000, 0.2, 11.6, -0.81, 10, 60)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    >>> rainfall_intensity(1000, 0, 11.6, 0.81, 10, 60)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    >>> rainfall_intensity(1000, 0.2, 0, 0.81, 10, 60)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    >>> rainfall_intensity(1000, 0.2, 11.6, 0, 10, 60)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    >>> rainfall_intensity(0, 0.2, 11.6, 0.81, 10, 60)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    >>> rainfall_intensity(1000, 0.2, 11.6, 0.81, 0, 60)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    >>> rainfall_intensity(1000, 0.2, 11.6, 0.81, 10, 0)
    Traceback (most recent call last):
    ...
    ValueError: All parameters must be positive.

    """
    if (
        coefficient_k <= 0
        or coefficient_a <= 0
        or coefficient_b <= 0
        or coefficient_c <= 0
        or return_period <= 0
        or duration <= 0
    ):
        raise ValueError("All parameters must be positive.")
    intensity = (coefficient_k * (return_period**coefficient_a)) / (
        (duration + coefficient_b) ** coefficient_c
    )
    return intensity


if __name__ == "__main__":
    import doctest

    doctest.testmod()