Source code for boule._sphere

# Copyright (c) 2019 The Boule Developers.
# Distributed under the terms of the BSD 3-Clause License.
# SPDX-License-Identifier: BSD-3-Clause
#
# This code is part of the Fatiando a Terra project (https://www.fatiando.org)
#
"""
Define the reference sphere (ellipsoid with 0 flattening).
"""

import textwrap
from warnings import warn

import attr
import numpy as np

from ._constants import G


# Don't let ellipsoid parameters be changed to avoid messing up calculations
# accidentally.
[docs] @attr.s(frozen=True) class Sphere: r""" A rotating sphere (zero-flattening ellipsoid). The ellipsoid is defined by three parameters: radius, geocentric gravitational constant, and angular velocity. The internal density structure can be either homogeneous or vary radially (e.g. in homogeneous concentric spherical shells). The gravity potential of the sphere is not constant on its surface because of the latitude-dependent centrifugal potential. **This class is read-only:** Input parameters and attributes cannot be changed after instantiation. **Units:** All input parameters and derived attributes are in SI units. Parameters ---------- name : str A short name for the sphere, for example ``"Moon"``. radius : float The radius of the sphere. Definition: :math:`R`. Units: :math:`m`. geocentric_grav_const : float The geocentric gravitational constant. The product of the mass of the sphere :math:`M` and the gravitational constant :math:`G`. Definition: :math:`GM`. Units: :math:`m^3.s^{-2}`. angular_velocity : float The angular velocity of the rotating sphere. Definition: :math:`\omega`. Units: :math:`\\rad.s^{-1}`. long_name : str or None A long name for the sphere, for example ``"Moon Reference System"`` (optional). reference : str or None Citation for the sphere parameter values (optional). comments : str or None Additional comments regarding the ellipsoid (optional). Notes ----- .. caution:: Must be used instead of :class:`boule.Ellipsoid` with zero flattening for gravity calculations because it is impossible for a rotating sphere to have constant gravity (gravitational + centrifugal) potential on its surface. So the underlying ellipsoid gravity calculations don't apply and are in fact singular when the flattening is zero. Examples -------- We can define a sphere by specifying the 3 key numerical parameters: >>> sphere = Sphere( ... name="Moon", ... long_name="Moon Spheroid", ... radius=1737151, ... geocentric_grav_const=4902800070000.0, ... angular_velocity=2.6617073e-06, ... reference="Wieczorek (2015)", ... comments="This is the same as the boule Moon2015 spheroid." ... ) >>> print(sphere) # doctest: +ELLIPSIS Moon - Moon Spheroid Spheroid: • Radius: 1737151 m • GM: 4902800070000.0 m³/s² • Angular velocity: 2.6617073e-06 rad/s Source: Wieczorek (2015) Comments: This is the same as the boule Moon2015 spheroid. >>> print(sphere.long_name) Moon Spheroid The sphere defines semi-axess, flattening, and some eccentricities similar to :class:`~bould.Ellipsoid` for compatibility: >>> print(sphere.semiminor_axis) 1737151 >>> print(sphere.semimajor_axis) 1737151 >>> print(sphere.first_eccentricity) 0 >>> print(sphere.eccentricity) 0 >>> print(sphere.flattening) 0 >>> print(sphere.thirdflattening) 0 >>> print(sphere.mean_radius) 1737151 >>> print(sphere.semiaxes_mean_radius) 1737151 >>> print(f"{sphere.volume_equivalent_radius:.1f} m") 1737151.0 m >>> print(f"{sphere.volume:.12e} m³") 2.195843181718e+19 m³ >>> print(f"{sphere.area:.12e} m²") 3.792145613798e+13 m² >>> print(sphere.area_equivalent_radius) 1737151 >>> print(f"{sphere.mass:.12e} kg") 7.345789176393e+22 kg >>> print(f"{sphere.mean_density:.0f} kg/m³") 3345 kg/m³ >>> print(f"{sphere.reference_normal_gravitational_potential:.3f} m²/s²") 2822322.337 m²/s² """ name = attr.ib() radius = attr.ib() geocentric_grav_const = attr.ib() angular_velocity = attr.ib() long_name = attr.ib(default=None) reference = attr.ib(default=None) comments = attr.ib(default=None) @radius.validator def _check_radius(self, radius, value): # noqa: ARG002 """ Check if the radius is positive. """ if not value > 0: message = f"Invalid radius '{value}'. Should be greater than zero." raise ValueError(message) @geocentric_grav_const.validator def _check_geocentric_grav_const(self, geocentric_grav_const, value): # noqa: ARG002 """ Warn if geocentric_grav_const is negative. """ if value < 0: message = f"The geocentric gravitational constant is negative: '{value}'" warn(message, stacklevel=2) @property def semiminor_axis(self): """ The semiminor axis of the sphere is equal to its radius. Units: :math:`m`. """ return self.radius @property def semimedium_axis(self): """ The semimedium axis of the sphere is equal to its radius. Units: :math:`m`. """ return self.radius @property def semimajor_axis(self): """ The semimajor axis of the sphere is equal to its radius. Units: :math:`m`. """ return self.radius @property def semimajor_axis_longitude(self): r""" The semimajor axis longitude of the sphere is equal to zero. Definition: :math:`\lambda_a = 0`. Units: :math:`m`. """ return 0 @property def flattening(self): r""" The flattening of the sphere is equal to zero. Definition: :math:`f = \dfrac{a - b}{a}`. Units: adimensional. """ return 0 @property def thirdflattening(self): r""" The third flattening of the sphere is equal to zero. Definition: :math:`f^{\prime\prime}= \dfrac{a -b}{a + b}`. Units: adimensional. """ return 0 @property def eccentricity(self): """ Alias for the first eccentricity. """ return self.first_eccentricity @property def first_eccentricity(self): r""" The (first) eccentricity of the sphere is equal to zero. Definition: :math:`e = \dfrac{\sqrt{a^2 - b^2}}{a} = \sqrt{2f - f^2}`. Units: adimensional. """ return 0 @property def area(self): r""" The area of the sphere. Definition: :math:`A = 4 \pi r^2`. Units: :math:`m^2`. """ return 4 * np.pi * self.radius**2 @property def mean_radius(self): """ The mean radius of the ellipsoid is equal to its radius. Definition: :math:`R_0 = R`. Units: :math:`m`. """ return self.radius @property def semiaxes_mean_radius(self): """ The arithmetic mean radius of the ellipsoid (equal to its radius). Definition: :math:`R_1 = R`. Units: :math:`m`. """ return self.radius @property def volume(self): r""" The volume of the sphere. Definition: :math:`V = \dfrac{4}{3} \pi r^3`. Units: :math:`m^3`. """ return (4 / 3 * np.pi) * self.radius**3 @property def area_equivalent_radius(self): """ The area equivalent radius of the sphere is equal to its radius. Definition: :math:`R_2 = R`. Units: :math:`m`. """ return self.radius @property def mass(self): r""" The mass of the sphere. Definition: :math:`M = GM / G`. Units: :math:`kg`. """ return self.geocentric_grav_const / G @property def mean_density(self): r""" The mean density of the sphere. Definition: :math:`\rho = M / V`. Units: :math:`kg / m^3`. """ return self.mass / self.volume @property def volume_equivalent_radius(self): r""" The volume equivalent radius of the sphere is equal to its radius. Definition: :math:`R_3 = R`. Units: :math:`m`. """ return self.radius @property def reference_normal_gravitational_potential(self): r""" The normal gravitational potential on the surface of the sphere. Definition: :math:`U_0 = \dfrac{GM}{R}`. Units: :math:`m^2 / s^2`. """ return self.geocentric_grav_const / self.radius def __str__(self): """ Define a string representation of the sphere. """ s = self.name + " - " + self.long_name + "\n" s += "Spheroid:\n" s += f" • Radius: {self.radius} m\n" s += f" • GM: {self.geocentric_grav_const} m³/s²\n" s += f" • Angular velocity: {self.angular_velocity} rad/s" if self.reference is not None: s += "\nSource:" for ref in self.reference.splitlines(): s += "\n" + textwrap.fill( ref, width=72, initial_indent=2 * " ", subsequent_indent=4 * " " ) if self.comments is not None: s += "\nComments:\n" s += textwrap.fill( self.comments, width=72, initial_indent=2 * " ", subsequent_indent=2 * " ", ) return s
[docs] def normal_gravity(self, coordinates, *, si_units=False): r""" Calculate the normal gravity of the sphere. Computes the magnitude of the gradient of the :term:`gravity potential` generated by the sphere at the given points. .. note:: Unlike the :class:`boule.Ellipsoid`, the :term:`gravitational potential` of the sphere assumes a homogeneous density distribution. There is no requirement that the gravity potential at the surface of the sphere be constant, like for the ellipsoid. This is because the ellipsoid equations have a singularity when the flattening tends to zero. .. caution:: These expressions are only valid for heights on or above the surface of the sphere. Parameters ---------- coordinates : tuple = (longitude, latitude_spherical, height) Longitude, latitude, and height coordinates of the computation points in a geocentric spherical coordinate system. The height is measured from the surface of the sphere. Each element can be a single number or an array. The shape of the arrays must be compatible. Longitude and latitude must be in degrees and height in meters. Since longitude is not used in computations (the field is symmetric with longitude), it can be assigned ``None``. si_units : bool Return the value in mGal (False, default) or m/s² (True). Returns ------- gamma : float or array The normal gravity in mGal or m/s². Examples -------- Normal gravity can be calculated at any spherical latitude and height above the sphere: >>> sphere = Sphere( ... name="Moon", ... long_name="That's no moon", ... radius=1, ... geocentric_grav_const=2, ... angular_velocity=0.5, ... ) >>> gamma_equator = sphere.normal_gravity((None, 0, 0)) >>> print(f"{gamma_equator:.2f} mGal") 175000.00 mGal >>> gamma_pole = sphere.normal_gravity((None, 90, 0)) >>> print(f"{gamma_pole:.2f} mGal") 200000.00 mGal Notes ----- Computes the magnitude of the gradient of the :term:`gravity potential` (gravitational + centrifugal) generated by the sphere at the given spherical latitude :math:`\theta` and height above the surface of the sphere :math:`h`: .. math:: \gamma(\theta, h) = \|\vec{\nabla}U(\theta, h)\| in which :math:`U = V + \Phi` is the gravity potential of the sphere, :math:`V` is the gravitational potential of the sphere, and :math:`\Phi` is the centrifugal potential. The gradient of the gravity potential is the sum of the gravitational :math:`\vec{g}` and centrifugal :math:`\vec{f}` accelerations for a rotating sphere: .. math:: \vec{\nabla}U(\theta, h) = \vec{g}(\theta, h) + \vec{f}(\theta, h) The radial and latitudinal components of the two acceleration vectors are: .. math:: g_r = -\dfrac{GM}{(R + h)^2} .. math:: g_\theta = 0 and .. math:: f_r = \omega^2 (R + h) \cos^2 \theta .. math:: f_\theta = \omega^2 (R + h) \cos\theta\sin\theta in which :math:`R` is the sphere radius, :math:`G` is the gravitational constant, :math:`M` is the mass of the sphere, and :math:`\omega` is the angular velocity. The norm of the combined gravitational and centrifugal accelerations is: .. math:: \gamma(\theta, h) = \sqrt{ \left( \dfrac{GM}{(R + h)^2} \right)^2 + \left( \omega^2 (R + h) - 2\dfrac{GM}{(R + h)^2} \right) \omega^2 (R + h) \cos^2 \theta } It's worth noting that a sphere under rotation is not in hydrostatic equilibrium. Therefore, unlike the oblate ellipsoid, the gravity potential is not constant at the surface, and the normal gravity vector is not normal to the surface of the sphere. """ latitude, height = coordinates[1:] if np.any(height < 0): message = ( "Formulas used are valid for points outside the sphere. " "Height must be greater than or equal to zero." ) warn(message, stacklevel=1) radial_distance = self.radius + height gravity_acceleration = self.geocentric_grav_const / (radial_distance) ** 2 gamma = np.sqrt( gravity_acceleration**2 + (self.angular_velocity**2 * radial_distance - 2 * gravity_acceleration) * self.angular_velocity**2 * radial_distance # Use cos^2 = (1 - sin^2) for more accurate results on the pole * (1 - np.sin(np.radians(latitude)) ** 2) ) # Convert gamma from SI to mGal if not si_units: gamma *= 1e5 return gamma
[docs] def normal_gravitation(self, coordinates, *, si_units=False): r""" Calculate the normal gravitation of the sphere. Computes the magnitude of the gradient of the :term:`gravitational potential` generated by the sphere at the points. Assumes a homogeneous internal density distribution for the sphere. .. caution:: These expressions are only valid for heights on or above the surface of the sphere. Parameters ---------- coordinates : tuple = (longitude, latitude_spherical, height) Longitude, latitude, and height coordinates of the computation points in a geocentric spherical coordinate system. The height is measured from the surface of the sphere. Each element can be a single number or an array. The shape of the arrays must be compatible. Longitude and latitude must be in degrees and height in meters. Since longitude and latitude are not used in computations (the field is symmetric), they can be assigned ``None``. si_units : bool Return the value in mGal (False, default) or m/s² (True) Returns ------- gamma : float or array The normal gravitation in mGal. Examples -------- Normal gravitation can be calculated at any point. However as this is a sphere, only the height is used in the calculation. >>> sphere = Sphere( ... name="Moon", ... long_name="That's no moon", ... radius=1, ... geocentric_grav_const=2, ... angular_velocity=0.5, ... ) >>> g = sphere.normal_gravitation((None, None, 1)) >>> print(f"{g:.2f} mGal") 50000.00 mGal Notes ----- Computes the magnitude of the gradient of the :term:`gravitational potential` generated by the sphere at the given height :math:`h`: .. math:: \gamma(h) = \|\vec{\nabla}V(h)\| = \dfrac{GM}{(R + h)^2} in which :math:`R` is the sphere radius, :math:`G` is the gravitational constant, and :math:`M` is the mass of the sphere. """ height = coordinates[2] radial_distance = self.radius + height gamma = self.geocentric_grav_const / (radial_distance) ** 2 # Convert gamma from SI to mGal if not si_units: gamma *= 1e5 return gamma
[docs] def normal_gravity_potential(self, coordinates): r""" Calculate the normal gravity potential of the sphere. Computes the normal :term:`gravity potential` (gravitational + centrifugal) generated by the sphere at the given points. Assumes a homogeneous internal density distribution for the sphere. .. caution:: These expressions are only valid for heights on or above the surface of the sphere. Parameters ---------- coordinates : tuple = (longitude, latitude_spherical, height) Longitude, latitude, and height coordinates of the computation points in a geocentric spherical coordinate system. The height is measured from the surface of the sphere. Each element can be a single number or an array. The shape of the arrays must be compatible. Longitude and latitude must be in degrees and height in meters. Since longitude is not used in computations (the field is symmetric with longitude), it can be assigned ``None``. Returns ------- U : float or array The normal gravity potential in m²/s². Notes ----- Computes the normal gravity potential (gravitational + centrifugal) generated by the sphere at the given spherical latitude :math:`\theta` and height above the surface of the sphere :math:`h`: .. math:: U(\theta, h) = V(h) + \Phi(\theta, h) = \dfrac{GM}{(R + h)} + \dfrac{1}{2} \omega^2 \left(R + h\right)^2 \cos^2(\theta) in which :math:`U = V + \Phi` is the gravity potential of the sphere, :math:`V` is the gravitational potential of the sphere, and :math:`\Phi` is the centrifugal potential. A sphere under rotation is not in hydrostatic equilibrium. Therefore, unlike the oblate ellipsoid, the :term:`gravity potential` is not constant at the surface, and the normal gravity vector is not normal to the surface of the sphere. """ latitude, height = coordinates[1:] if np.any(height < 0): message = ( "Formulas used are valid for points outside the sphere. " "Height must be greater than or equal to zero." ) warn(message, stacklevel=1) radial_distance = self.radius + height big_u = self.geocentric_grav_const / radial_distance big_phi = ( 0.5 * ( self.angular_velocity * (self.radius + height) * np.cos(np.radians(latitude)) ) ** 2 ) return big_u + big_phi
[docs] def normal_gravitational_potential(self, coordinates): r""" Calculate the normal gravitational potential of the sphere. Computes the normal :term:`gravitational potential` generated by the sphere at the given points. Assumes a homogeneous internal density distribution for the sphere. .. caution:: These expressions are only valid for heights on or above the surface of the sphere. Parameters ---------- coordinates : tuple = (longitude, latitude_spherical, height) Longitude, latitude, and height coordinates of the computation points in a geocentric spherical coordinate system. The height is measured from the surface of the sphere. Each element can be a single number or an array. The shape of the arrays must be compatible. Longitude and latitude must be in degrees and height in meters. Since longitude and latitude are not used in computations (the field is symmetric), they can be assigned ``None``. Returns ------- V : float or array The normal gravitational potential in m²/s². Notes ----- Computes the normal :term:`gravitational potential` generated by the sphere at the given height above the surface of the sphere :math:`h`: .. math:: V(h) = \dfrac{GM}{(R + h)} in which :math:`R` is the sphere radius and :math:`GM` is the geocentric gravitational constant of the sphere. """ height = coordinates[2] if np.any(height < 0): message = ( "Formulas used are valid for points outside the sphere. " "Height must be greater than or equal to zero." ) warn(message, stacklevel=1) radial_distance = self.radius + height return self.geocentric_grav_const / radial_distance
[docs] def centrifugal_potential(self, coordinates): r""" Centrifugal potential of the rotating sphere. Calculate the centrifugal potential due to the rotation of the sphere about its z-axis at the given points. Parameters ---------- coordinates : tuple = (longitude, latitude_spherical, height) Longitude, latitude, and height coordinates of the computation points in a geocentric spherical coordinate system. The height is measured from the surface of the sphere. Each element can be a single number or an array. The shape of the arrays must be compatible. Longitude and latitude must be in degrees and height in meters. Since longitude is not used in computations (the field is symmetric with longitude), it can be assigned ``None``. Returns ------- Phi : float or array The centrifugal potential in m²/s². Notes ----- The centrifugal potential :math:`\Phi` at latitude :math:`\theta` and height above the sphere :math:`h` is .. math:: \Phi(\theta, h) = \dfrac{1}{2} \omega^2 \left(R + h\right)^2 \cos^2(\theta) in which :math:`R` is the sphere radius and :math:`\omega` is the angular velocity. """ latitude, height = coordinates[1:] coslat = np.cos(np.radians(latitude)) result = 0.5 * (self.angular_velocity * (self.radius + height) * coslat) ** 2 return result