Gerstner wave
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In fluid dynamics, a trochoidal wave or Gerstner wave is an exact solution of the
Euler equations 200px, Leonhard Euler (1707–1783) In mathematics and physics, many topics are named in honor of Swiss mathematician Leonhard Euler (1707–1783), who made many important discoveries and innovations. Many of these items named after Euler include ...
for periodic surface gravity waves. It describes a
progressive wave In physics, mathematics, and related fields, a wave is a propagating dynamic disturbance (change from equilibrium) of one or more quantities. Waves can be periodic, in which case those quantities oscillate repeatedly about an equilibrium (r ...
of permanent form on the surface of an
incompressible fluid In fluid mechanics or more generally continuum mechanics, incompressible flow ( isochoric flow) refers to a flow in which the material density is constant within a fluid parcel—an infinitesimal volume that moves with the flow velocity. An eq ...
of infinite depth. The free surface of this wave solution is an inverted (upside-down)
trochoid In geometry, a trochoid () is a roulette curve formed by a circle rolling along a line. It is the curve traced out by a point fixed to a circle (where the point may be on, inside, or outside the circle) as it rolls along a straight line. If the ...
– with sharper
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s and flat troughs. This wave solution was discovered by Gerstner in 1802, and rediscovered independently by Rankine in 1863. The flow field associated with the trochoidal wave is not
irrotational In vector calculus, a conservative vector field is a vector field that is the gradient of some function. A conservative vector field has the property that its line integral is path independent; the choice of any path between two points does not c ...
: it has
vorticity In continuum mechanics, vorticity is a pseudovector field that describes the local spinning motion of a continuum near some point (the tendency of something to rotate), as would be seen by an observer located at that point and traveling along wi ...
. The vorticity is of such a specific strength and vertical distribution that the trajectories of the
fluid parcel In fluid dynamics, within the framework of continuum mechanics, a fluid parcel is a very small amount of fluid, identifiable throughout its dynamic history while moving with the fluid flow. As it moves, the mass of a fluid parcel remains constan ...
s are closed circles. This is in contrast with the usual experimental observation of
Stokes drift For a pure wave motion (physics), motion in fluid dynamics, the Stokes drift velocity is the average velocity when following a specific fluid parcel as it travels with the fluid flow. For instance, a particle floating at the free surface of wat ...
associated with the wave motion. Also the
phase speed The phase velocity of a wave is the rate at which the wave propagates in any medium. This is the velocity at which the phase of any one frequency component of the wave travels. For such a component, any given phase of the wave (for example, ...
is independent of the trochoidal wave's
amplitude The amplitude of a periodic variable is a measure of its change in a single period (such as time or spatial period). The amplitude of a non-periodic signal is its magnitude compared with a reference value. There are various definitions of am ...
, unlike other nonlinear wave-theories (like those of the Stokes wave and
cnoidal wave In fluid dynamics, a cnoidal wave is a nonlinear and exact periodic wave solution of the Korteweg–de Vries equation. These solutions are in terms of the Jacobi elliptic function ''cn'', which is why they are coined ''cn''oidal waves. They are ...
) and observations. For these reasons – as well as for the fact that solutions for finite fluid depth are lacking – trochoidal waves are of limited use for engineering applications. In
computer graphics Computer graphics deals with generating images with the aid of computers. Today, computer graphics is a core technology in digital photography, film, video games, cell phone and computer displays, and many specialized applications. A great de ...
, the rendering of realistic-looking
ocean wave In fluid dynamics, a wind wave, water wave, or wind-generated water wave, is a surface wave that occurs on the free surface of bodies of water as a result from the wind blowing over the water surface. The contact distance in the direction of t ...
s can be done by use of so-called Gerstner waves. This is a multi-component and multi-directional extension of the traditional Gerstner wave, often using fast Fourier transforms to make (real-time) animation feasible.


Description of classical trochoidal wave

Using a Lagrangian specification of the flow field, the motion of fluid parcels is – for a periodic wave on the surface of a fluid layer of infinite depth: \begin X(a,b,t) &= a + \frac \sin \left( k(a+ct) \right), \\ Y(a,b,t) &= b - \frac \cos \left( k(a+ct) \right), \end where x = X(a,b,t) and y = Y(a,b,t) are the positions of the fluid parcels in the (x,y) plane at time t, with x the horizontal coordinate and y the vertical coordinate (positive upward, in the direction opposing gravity). The Lagrangian coordinates (a,b) label the fluid parcels, with (x,y)=(a,b) the centres of the circular orbits – around which the corresponding fluid parcel moves with constant
speed In everyday use and in kinematics, the speed (commonly referred to as ''v'') of an object is the magnitude Magnitude may refer to: Mathematics *Euclidean vector, a quantity defined by both its magnitude and its direction *Magnitude (ma ...
c\,\exp(kb). Further k = 2\pi/\lambda is the
wavenumber In the physical sciences, the wavenumber (also wave number or repetency) is the '' spatial frequency'' of a wave, measured in cycles per unit distance (ordinary wavenumber) or radians per unit distance (angular wavenumber). It is analogous to te ...
(and \lambda the
wavelength In physics, the wavelength is the spatial period of a periodic wave—the distance over which the wave's shape repeats. It is the distance between consecutive corresponding points of the same phase on the wave, such as two adjacent crests, t ...
), while c is the phase speed with which the wave propagates in the x-direction. The phase speed satisfies the
dispersion Dispersion may refer to: Economics and finance * Dispersion (finance), a measure for the statistical distribution of portfolio returns * Price dispersion, a variation in prices across sellers of the same item *Wage dispersion, the amount of variat ...
relation: c^2 = \frac, which is independent of the wave nonlinearity (i.e. does not depend on the wave height H), and this phase speed c the same as for Airy's linear waves in deep water. The free surface is a line of constant pressure, and is found to correspond with a line b = b_s, where b_s is a (nonpositive) constant. For b_s = 0 the highest waves occur, with a
cusp A cusp is the most pointed end of a curve. It often refers to cusp (anatomy), a pointed structure on a tooth. Cusp or CUSP may also refer to: Mathematics * Cusp (singularity), a singular point of a curve * Cusp catastrophe, a branch of bifurc ...
-shaped crest. Note that the highest (irrotational) Stokes wave has a
crest Crest or CREST may refer to: Buildings *The Crest (Huntington, New York), a historic house in Suffolk County, New York *"The Crest", an alternate name for 63 Wall Street, in Manhattan, New York *Crest Castle (Château Du Crest), Jussy, Switzerla ...
angle of 120°, instead of the 0° for the rotational trochoidal wave. The
wave height In fluid dynamics, the wave height of a surface wave is the difference between the elevations of a crest and a neighboring trough. ''Wave height'' is a term used by mariners, as well as in coastal, ocean and naval engineering. At sea, the te ...
of the trochoidal wave is H = \frac 2 k \exp(kb_s). The wave is periodic in the x-direction, with wavelength \lambda; and also periodic in time with
period Period may refer to: Common uses * Era, a length or span of time * Full stop (or period), a punctuation mark Arts, entertainment, and media * Period (music), a concept in musical composition * Periodic sentence (or rhetorical period), a concept ...
T = \lambda/c = \sqrt. The
vorticity In continuum mechanics, vorticity is a pseudovector field that describes the local spinning motion of a continuum near some point (the tendency of something to rotate), as would be seen by an observer located at that point and traveling along wi ...
\varpi under the trochoidal wave is: \varpi(a,b,t) = - \frac, varying with Lagrangian elevation b and diminishing rapidly with depth below the free surface.


In computer graphics

A multi-component and multi-directional extension of the Lagrangian description of the free-surface motion – as used in Gerstner's trochoidal wave – is used in
computer graphics Computer graphics deals with generating images with the aid of computers. Today, computer graphics is a core technology in digital photography, film, video games, cell phone and computer displays, and many specialized applications. A great de ...
for the simulation of ocean waves. For the classical Gerstner wave the fluid motion exactly satisfies the
nonlinear In mathematics and science, a nonlinear system is a system in which the change of the output is not proportional to the change of the input. Nonlinear problems are of interest to engineers, biologists, physicists, mathematicians, and many othe ...
,
incompressible In fluid mechanics or more generally continuum mechanics, incompressible flow ( isochoric flow) refers to a flow in which the material density is constant within a fluid parcel—an infinitesimal volume that moves with the flow velocity. An eq ...
and inviscid flow equations below the free surface. However, the extended Gerstner waves do in general not satisfy these flow equations exactly (although they satisfy them approximately, i.e. for the linearised Lagrangian description by
potential flow In fluid dynamics, potential flow (or ideal flow) describes the velocity field as the gradient of a scalar function: the velocity potential. As a result, a potential flow is characterized by an irrotational velocity field, which is a valid app ...
). This description of the ocean can be programmed very efficiently by use of the fast Fourier transform (FFT). Moreover, the resulting ocean waves from this process look realistic, as a result of the nonlinear deformation of the free surface (due to the Lagrangian specification of the motion): sharper
crest Crest or CREST may refer to: Buildings *The Crest (Huntington, New York), a historic house in Suffolk County, New York *"The Crest", an alternate name for 63 Wall Street, in Manhattan, New York *Crest Castle (Château Du Crest), Jussy, Switzerla ...
s and flatter troughs. The mathematical description of the free-surface in these Gerstner waves can be as follows: the horizontal coordinates are denoted as x and z, and the vertical coordinate is y. The
mean There are several kinds of mean in mathematics, especially in statistics. Each mean serves to summarize a given group of data, often to better understand the overall value (magnitude and sign) of a given data set. For a data set, the '' ari ...
level of the free surface is at y = 0 and the positive y-direction is upward, opposing the
Earth's gravity The gravity of Earth, denoted by , is the net acceleration that is imparted to objects due to the combined effect of gravitation (from mass distribution within Earth) and the centrifugal force (from the Earth's rotation). It is a vector quanti ...
of strength g. The free surface is described
parametrically A parameter (), generally, is any characteristic that can help in defining or classifying a particular system (meaning an event, project, object, situation, etc.). That is, a parameter is an element of a system that is useful, or critical, when ...
as a function of the parameters \alpha and \beta, as well as of time t. The parameters are connected to the mean-surface points (x,y,z) = (\alpha,0,\beta) around which the
fluid parcel In fluid dynamics, within the framework of continuum mechanics, a fluid parcel is a very small amount of fluid, identifiable throughout its dynamic history while moving with the fluid flow. As it moves, the mass of a fluid parcel remains constan ...
s at the wavy surface orbit. The free surface is specified through x = \xi(\alpha,\beta,t), y = \zeta(\alpha,\beta,t) and z = \eta(\alpha,\beta,t) with: \begin \xi &= \alpha - \sum_^M \frac\, \frac\, \sin\left( \theta_m \right), \\ \eta &= \beta - \sum_^M \frac\, \frac\, \sin\left( \theta_m \right), \\ \zeta &= \sum_^M a_m\, \cos\left( \theta_m \right), \\ \theta_m &= k_\, \alpha + k_\, \beta - \omega_m\, t - \phi_m, \end where \tanh is the
hyperbolic tangent In mathematics, hyperbolic functions are analogues of the ordinary trigonometric functions, but defined using the hyperbola rather than the circle. Just as the points form a circle with a unit radius, the points form the right half of the u ...
function, M is the number of wave components considered, a_m is the
amplitude The amplitude of a periodic variable is a measure of its change in a single period (such as time or spatial period). The amplitude of a non-periodic signal is its magnitude compared with a reference value. There are various definitions of am ...
of component and \phi_m its
phase Phase or phases may refer to: Science *State of matter, or phase, one of the distinct forms in which matter can exist *Phase (matter), a region of space throughout which all physical properties are essentially uniform * Phase space, a mathematic ...
. Further k_m = \sqrt is its
wavenumber In the physical sciences, the wavenumber (also wave number or repetency) is the '' spatial frequency'' of a wave, measured in cycles per unit distance (ordinary wavenumber) or radians per unit distance (angular wavenumber). It is analogous to te ...
and \omega_m its
angular frequency In physics, angular frequency "''ω''" (also referred to by the terms angular speed, circular frequency, orbital frequency, radian frequency, and pulsatance) is a scalar measure of rotation rate. It refers to the angular displacement per unit tim ...
. The latter two, k_m and \omega_m, can not be chosen independently but are related through the
dispersion relation In the physical sciences and electrical engineering, dispersion relations describe the effect of dispersion on the properties of waves in a medium. A dispersion relation relates the wavelength or wavenumber of a wave to its frequency. Given t ...
: \omega_m^2 = g\, k_m \tanh \left( k_m\, h \right), with h the mean water depth. In deep water (h\to\infty) the hyperbolic tangent goes to one: The components k_ and k_ of the horizontal wavenumber
vector Vector most often refers to: *Euclidean vector, a quantity with a magnitude and a direction *Vector (epidemiology), an agent that carries and transmits an infectious pathogen into another living organism Vector may also refer to: Mathematic ...
\boldsymbol_m determine the wave propagation direction of component m. The choice of the various parameters a_m, k_, k_ and \phi_m for m = 1, \dots, M, and a certain mean depth h determines the form of the ocean surface. A clever choice is needed in order to exploit the possibility of fast computation by means of the FFT. See e.g. for a description how to do this. Most often, the wavenumbers are chosen on a regular grid in (k_x,k_z)-space. Thereafter, the amplitudes a_m and phases \phi_m are chosen randomly in accord with the variance-density spectrum of a certain desired
sea state In oceanography, sea state is the general condition of the free surface on a large body of water—with respect to wind waves and swell—at a certain location and moment. A sea state is characterized by statistics, including the wave height, ...
. Finally, by FFT, the ocean surface can be constructed in such a way that it is periodic both in space and time, enabling
tiling Tiling may refer to: *The physical act of laying tiles * Tessellations Computing *The compiler optimization of loop tiling *Tiled rendering, the process of subdividing an image by regular grid *Tiling window manager People *Heinrich Sylvester T ...
– creating periodicity in time by slightly shifting the frequencies \omega_m such that \omega_m = m\,\Delta\omega for m = 1, \dots, M. In rendering, also the normal vector \boldsymbol to the surface is often needed. These can be computed using the cross product (\times) as: \boldsymbol = \frac \times \frac \quad \text \quad \boldsymbol(\alpha,\beta,t) = \begin \xi(\alpha,\beta,t) \\ \zeta(\alpha,\beta,t) \\ \eta(\alpha,\beta,t) \end. The
unit Unit may refer to: Arts and entertainment * UNIT, a fictional military organization in the science fiction television series ''Doctor Who'' * Unit of action, a discrete piece of action (or beat) in a theatrical presentation Music * ''Unit'' (a ...
normal vector then is \boldsymbol_n = \boldsymbol/\, \boldsymbol\, , with \, \boldsymbol\, the
norm Naturally occurring radioactive materials (NORM) and technologically enhanced naturally occurring radioactive materials (TENORM) consist of materials, usually industrial wastes or by-products enriched with radioactive elements found in the envi ...
of \boldsymbol.


Notes


References

*. Reprinted in: ''Annalen der Physik'' 32(8), pp. 412–445, 1809. * * Originally published in 1879, the 6th extended edition appeared first in 1932. * * {{DEFAULTSORT:Trochoidal wave Water waves Wave mechanics Physical oceanography 3D computer graphics Articles containing video clips Oceanographical terminology