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'''Orbit modeling''' is the process of creating mathematical models to simulate motion of a massive body as it moves in orbit around another massive body due to [[gravity]]. Other forces such as gravitational attraction from tertiary bodies, [[Drag (physics)|air resistance]], [[Solar wind|solar pressure]], or thrust from a [[propulsion]] system are typically modeled as secondary effects. Directly modeling an orbit can push the limits of [[machine precision]] due to the need to model small perturbations to very large orbits. Because of this, [[Perturbation (astronomy)|perturbation]] methods are often used to model the orbit in order to achieve better accuracy.
 
== Background ==
The study of orbital motion and mathematical modeling of orbits began with the first attempts to predict planetary motions in the sky, although in ancient times the causes remained a mystery. [[Isaac Newton|Newton]], at the time he formulated his laws of [[Newton's laws of motion|motion]] and of [[Newton's law of universal gravitation|gravitation]], applied them to the first analysis of perturbations,<ref name="moulton"/> recognizing the complex difficulties of their calculation.<ref name=moulton>
{{cite book
|url=http://books.google.com/books?id=jqM5AAAAMAAJ&printsec=frontcover&source=gbs_ge_summary_r&cad=0#v=onepage&q&f=false
|title=An Introduction to Celestial Mechanics, Second Revised Edition
|last=Moulton
|first=Forest Ray
|year=1914}} chapter IX. (at [http://books.google.com/books Google books])</ref>
Many of the great mathematicians since then have given attention to the various problems involved; throughout the 18th and 19th centuries there was demand for accurate tables of the position of the Moon and planets for purposes of navigation at sea.
 
The complex motions of orbits can be broken down. The hypothetical motion that the body follows under the gravitational effect of one other body only is typically a [[conic section]], and can be readily modeled with the methods of [[geometry]]. This is called a [[two-body problem]], or an unperturbed [[Kepler orbit|Keplerian orbit]]. The differences between the Keplerian orbit and the actual motion of the body are caused by [[Perturbation (astronomy)|perturbations]]. These perturbations are caused by forces other than the gravitational effect between the primary and secondary body and must be modeled to create an accurate orbit simulation. Most orbit modeling approaches model the two-body problem and then add models of these perturbing forces and simulate these models over time. Perturbing forces may include gravitational attraction from other bodies besides the primary, solar wind, drag, magnetic fields, and propulsive forces.
 
Analytical solutions (mathematical expressions to predict the positions and motions at any future time) for simple two-body and [[three-body problem]]s exist; none have been found for the [[n-body problem|''n''-body problem]] except for certain special cases. Even the two-body problem becomes insoluble if one of the bodies is irregular in shape.<ref name="roy">{{cite book |last = Roy |first = A.E. | title = Orbital Motion |publisher = Institute of Physics Publishing |edition = third |isbn = 0-85274-229-0 |year=1988}}, chapters 6 and 7.</ref>
 
Due to the difficulty in finding analytic solutions to most problems of interest, computer [[modeling and simulation]] is typically used to analyze orbital motion. Commercial software applications such as [[Satellite Tool Kit]] have been created for the specific purpose of simulating orbits and trajectories of spacecraft.
 
== Keplerian orbit model ==
{{main|Kepler orbit}}
In its simplest form, an orbit model can be created by assuming that only two bodies are involved, both behave as spherical point-masses, and that no other forces act on the bodies. For this case the model is simplified to a [[Kepler orbit]].
 
Keplerian orbits follow [[conic sections]]. The mathematical model of the orbit which gives the distance between a central body and an orbiting body can be expressed as:
 
:<math> r(\nu) = \frac{a(1-e^2)}{1+e\cos(\nu)} </math>
 
Where:
:<math>r</math> is the distance
:<math>a</math> is the [[semi-major axis]], which defines the size of the orbit
:<math>e</math> is the [[orbital eccentricity|eccentricity]], which defines the shape of the orbit
:<math>\nu</math> is the [[true anomaly]], which is the angle between the current position of the orbiting object and the location in the orbit at it is closest to the central body (called the [[periapsis]])
Alternately, the equation can be expressed as:
 
:<math> r(\nu) = \frac{p}{1+e\cos(\nu)} </math>
 
Where <math>p</math> is called the [[conic section#Features|semi-latus rectum]] of the curve. This form of the equation is particularly useful when dealing with parabolic trajectories, for which the semi-major axis is infinite.
 
An alternate approach uses [[Isaac Newton]]'s [[Newton's law of universal gravitation|law of universal gravitation]] as defined below:
 
:<math>F = G \frac{m_1 m_2}{r^2}</math>
 
where:
 
:<math>F</math> is the magnitude of the gravitational force between the two point masses
:<math>G</math> is the [[gravitational constant]]
:<math>m_1</math> is the mass of the first point mass
:<math>m_2</math> is the mass of the second point mass
:<math>r</math> is the distance between the two point masses
 
Making an additional assumption that the mass of the primary body is much greater than the mass of the secondary body and substituting in Newton's [[Newton's laws of motion|second law of motion]], results in the following differential equation
:<math> \ddot{\mathbf{r}} = \frac{G m_1}{r^2} \mathbf{\hat{r}}</math>
 
Solving this differential equation results in Keplerian motion for an orbit.
In practice, Keplerian orbits are typically only useful for first-order approximations, special cases, or as the base model for a perturbed orbit.
 
== Orbit simulation methods ==
{{main|Perturbation (astronomy)}}
Orbit models are typically propagated in time and space using special [[Perturbation (astronomy)|perturbation]] methods. This is performed by first modeling the orbit as a Keplerian orbit. Then perturbations are added to the model to account for the various perturbations that affect the orbit.<ref name="moulton"/>
Special perturbations can be applied to any problem in [[celestial mechanics]], as it is not limited to cases where the perturbing forces are small.<ref name="roy"/> Special perturbation methods are the basis of the most accurate machine-generated [[Fundamental ephemeris|planetary ephemerides]].<ref name="moulton">
see, for instance, [[Jet Propulsion Laboratory Development Ephemeris]]</ref>
 
=== Cowell's method ===
[[File:Cowells method.png|thumb|Cowell's method. Forces from all perturbing bodies (black and gray) are summed to form the total force on body ''i'' (red), and this is numerically integrated starting from the initial position (the ''epoch of osculation'').]]
 
Cowell's method is perhaps the simplest of the special perturbation methods;<ref>
So named for [[Philip Herbert Cowell|Philip H. Cowell]], who, with A.C.D. Cromellin, used a similar method to predict the return of Halley's comet.
{{cite book
|last1 = Brouwer
|first1 = Dirk
|last2 = Clemence
|first2 = Gerald M.
| title = Methods of Celestial Mechanics
|publisher = Academic Press, New York and London
|year=1961}}, p. 186.
</ref>
mathematically, for <math>n</math> mutually interacting bodies, [[Newton's law of universal gravitation|Newtonian]] forces on body <math>i</math> from the other bodies <math>j</math> are simply summed thus,
 
: <math>\mathbf{\ddot{r}}_i = \sum_{\underset{j \ne i}{j=1}}^n {Gm_j (\mathbf{r}_j-\mathbf{r}_i) \over r_{ij}^3}</math>
 
where
:<math>\mathbf{\ddot{r}}_i</math> is the [[acceleration]] vector of body <math>i</math>
:<math>G</math> is the [[gravitational constant]]
:<math>m_j</math> is the [[mass]] of body <math>j</math>
:<math>\mathbf{r}_i</math> and <math>\mathbf{r}_j</math> are the [[position vector]]s of objects <math>i</math> and <math>j</math>
:<math>r_{ij}</math> is the distance from object <math>i</math> to object <math>j</math>
with all [[Euclidean_vector#Physics|vectors]] being referred to the [[Center_of_mass#Astronomy|barycenter]] of the system. This equation is resolved into components in <math>x</math>, <math>y</math>, <math>z</math> and these are integrated numerically to form the new velocity and position vectors as the simulation moves forward in time. The advantage of Cowell's method is ease of application and programming. A disadvantage is that when perturbations become large in magnitude (as when an object makes a close approach to another) the errors of the method also become large.<ref name="danby">
{{cite book
|last = Danby
|first = J.M.A.
| title = Fundamentals of Celestial Mechanics
|publisher = Willmann-Bell, Inc.
|edition = second |isbn = 0-943396-20-4
|year=1988}}, chapter 11.</ref>
Another disadvantage is that in systems with a dominant central body, such as the [[Sun]], it is necessary to carry many [[Significant figures|significant digits]] in the [[arithmetic]] because of the large difference in the forces of the central body and the perturbing bodies.<ref>
{{cite book
|last = Herget
|first = Paul
| title = The Computation of Orbits
|publisher = privately published by the author
|year=1948}}, p. 91 ff.</ref>
 
=== Encke's method ===
 
[[File:Enckes method.PNG|thumb|Encke's method. Greatly exaggerated here, the small difference  δ'''r''' (blue) between the osculating, unperturbed orbit (black) and the perturbed orbit (red), is numerically integrated starting from the initial position (the ''epoch of osculation'').]]
 
Encke's method begins with the [[osculating orbit]] as a reference and integrates numerically to solve for the variation from the reference as a function of time.<ref>
So named for [[Johann Franz Encke]];
{{cite book
|last = Battin
|first = Richard H.
| title = An Introduction to the Mathematics and Methods of Astrodynamics, Revised Edition
|publisher = American Institute of Aeronautics and Astronautics, Inc.
|isbn = 1-56347-342-9
|year=1999}}, p. 448</ref>
Its advantages are that perturbations are generally small in magnitude, so the integration can proceed in larger steps (with resulting lesser errors), and the method is much less affected by extreme perturbations than Cowell's method. Its disadvantage is complexity; it cannot be used indefinitely without occasionally updating the osculating orbit and continuing from there, a process known as ''rectification''.<ref name="danby"/>
<ref>Battin (1999), sec. 10.2.</ref>
 
Letting <math>\boldsymbol{\rho}</math> be the [[Position vector|radius vector]] of the [[osculating orbit]], <math>\mathbf{r}</math> the radius vector of the perturbed orbit, and <math>\delta \mathbf{r}</math> the variation from the osculating orbit,
 
{{NumBlk|:|<math>\delta \mathbf{r} = \mathbf{r} - \boldsymbol{\rho},</math> and the [[Equations of motion|equation of motion]] of <math>\delta \mathbf{r}</math> is simply|{{EquationRef|1}}}}
 
{{NumBlk|:|<math>\ddot{\delta \mathbf{r}} = \mathbf{\ddot{r}} - \boldsymbol{\ddot{\rho}}.</math>|{{EquationRef|2}}}}
 
<math>\mathbf{\ddot{r}}</math> and <math>\boldsymbol{\ddot{\rho}}</math> are just the equations of motion of <math>\mathbf{r}</math> and <math>\boldsymbol{\rho}</math>,
 
{{NumBlk|:|<math>\mathbf{\ddot{r}} = \mathbf{a}_{\text{per}} - {\mu \over r^3} \mathbf{r}</math> for the perturbed orbit and |{{EquationRef|3}}}}
 
{{NumBlk|:|<math>\boldsymbol{\ddot{\rho}} = - {\mu \over \rho^3} \boldsymbol{\rho}</math> for the unperturbed orbit,|{{EquationRef|4}}}}
 
where <math>\mu = G(M+m)</math> is the [[Standard gravitational parameter|gravitational parameter]] with <math>M</math> and <math>m</math> the [[mass]]es of the central body and the perturbed body, <math>\mathbf{a}_{\text{per}}</math> is the perturbing [[acceleration]], and <math>r</math> and <math>\rho</math> are the magnitudes of <math>\mathbf{r}</math> and <math>\boldsymbol{\rho}</math>.
 
Substituting from equations ({{EquationNote|3}}) and ({{EquationNote|4}}) into equation ({{EquationNote|2}}),
 
{{NumBlk|:|<math>\ddot{\delta \mathbf{r}} = \mathbf{a}_{\text{per}} + \mu \left( {\boldsymbol{\rho} \over \rho^3} - {\mathbf{r} \over r^3} \right),</math> |{{EquationRef|5}}}}
 
which, in theory, could be integrated twice to find <math>\delta \mathbf{r}</math>. Since the osculating orbit is easily calculated by two-body methods, <math>\boldsymbol{\rho}</math> and <math>\delta \mathbf{r}</math> are accounted for and <math>\mathbf{r}</math> can be solved. In practice, the quantity in the brackets, <math> {\boldsymbol{\rho} \over \rho^3} - {\mathbf{r} \over r^3} </math>, is the difference of two nearly equal vectors, and further manipulation is necessary to avoid the need for extra [[Significant figures|significant digits]].<ref>
Bate, Mueller, White (1971), sec. 9.3.</ref><ref>
Roy (1988), sec. 7.4.</ref>
 
=== Sperling–Burdet method ===
In 1991 Victor R. Bond and Michael F. Fraietta created an efficient and highly accurate method for solving the two-body perturbed problem.<ref name=Peláez>{{cite journal|last=Peláez|first=Jesús|coauthors=José Manuel Hedo, Pedro Rodríguez de Andrés|title=A special perturbation method in orbital dynamics|journal=Celestial Mech Dyn Astr|date=13|year=2006|month=October|volume=|DOI =10.1007/s10569-006-9056-3}}</ref> This method uses the linearized and regularized differential equations of motion derived by Hans Sperling and a perturbation theory based on these equations developed by C.A. Burdet. In 1973, Bond and Hanssen improved Burdet's set of differential equations by using the total energy of the perturbed system as a parameter instead of the two-body energy and by reducing the number of elements to 13. In 1989 Bond and Gottlieb embedded the Jacobian integral, which is a constant when the potential function is explicitly dependent upon time as well as position in the Newtonian equations. The Jacobian constant was used as an element to replace the total energy in a reformulation of the differential equations of motion. In this process, another element which is proportional to a component of the angular momentum is introduced. This brought the total number of elements back to 14. In 1991, Bond and Fraietta made further revisions by replacing the Laplace vector with another vector integral as well as another scalar integral which removed small secular terms which appeared in the differential equations for some of the elements.<ref name=Bond>{{cite journal|last=Bond|first=Victor|coauthors=Michael F. Fraietta|title=Elimination Of Secular Terms From The Differential Equations For The Elements of Perturbed Two-Body Motion|journal=Flight Mechanics and Estimation Theory Symposium|year=1991}}</ref>
 
The Sperling–Burdet method is executed in a 5 step process as follows:<ref name="Bond"/>
:'''Step 1: Initialization'''
::Given an initial position, <math>\mathbf{r}_0</math>, an initial velocity, <math>\mathbf{v}_0</math>, and an initial time, <math>t_0</math>, the following variables are initialized:
::<math>s=0</math>
::<math>r_0=(\mathbf{r}_0\cdot\mathbf{r}_0)^{1/2}</math>
::<math>a=r_0</math>
::<math>b=\mathbf{r}_0\cdot\mathbf{v}_0</math>
::<math>\tau=t_0</math>
::<math>\boldsymbol{\alpha}=\mathbf{r}_0</math>
::<math>\boldsymbol{\beta}=a\mathbf{v}_0</math>
::Perturbations due to perturbing masses, defined as <math>V_0</math> and <math>\Bigg[{\partial{V}\over{\partial{\mathbf{r}}}}\Bigg]_0</math>, are evaluated
::Perturbations due to other accelerations, defined as <math>\mathbf{P}_0</math>, are evaluated
::<math>\alpha_J=\frac{2\mu}{r_0}-\mathbf{v}_0\cdot\mathbf{v}_0-2V_0</math>
::<math>\gamma=\mu-\alpha_J\alpha</math>
::<math>\boldsymbol{\delta}=-(\mathbf{v}_0\cdot\mathbf{v}_0)\mathbf{r}_0+(\mathbf{r}_0\cdot\mathbf{v}_0)\mathbf{v}_0+\frac{\mu}{r_0}\mathbf{r}_0-\alpha_J\mathbf{r}_0</math>
::<math>\sigma=0</math>
:'''Step 2: Transform Elements to Coordinates'''
::<math>\mathbf{r}=\boldsymbol{\alpha}+\boldsymbol{\beta}sc_1+\boldsymbol{\delta}s^2c_2</math>
::<math>\mathbf{r'}=\boldsymbol{\beta}c_0+\boldsymbol{\delta}sc_1</math>
::<math>\mathbf{x}_3=\alpha_j(\boldsymbol{\alpha}-\mathbf{r})+\boldsymbol{\delta}</math>
::<math>\gamma=\mu-\alpha_ja</math>
::<math>r=a+bsc_1+\gamma s^2c_2</math>
::<math>\mathbf{v}=\mathbf{r'}/r</math>
::<math>r'=bc_0+\gamma sc_1</math>
::<math>t=\tau+as+bs^2c_2+\gamma s^3c_3</math>
::where <math>c_0, c_1, c_2, c_3</math> are [[Stumpff function]]s
:'''Step 3: Evaluate Differential Equations for the Elements'''
::<math>\mathbf{F}=\mathbf{P}-{\partial{V}\over\partial{\mathbf{r}}}</math>
::<math>\mathbf{Q}=r^2\mathbf{F}+2\mathbf{r}(-V+\sigma)</math>
::<math>\alpha'_j=2(-\mathbf{r'}+r\boldsymbol{\omega}\times\mathbf{r})\cdot\mathbf{P}</math>
::<math>\mu\boldsymbol{\epsilon}'=2(\mathbf{r'}\cdot\mathbf{F})\mathbf{r}-(\mathbf{r}\cdot\mathbf{F})\mathbf{r'}-(\mathbf{r}\cdot\mathbf{r'})\mathbf{F}</math>
::<math>\boldsymbol{\alpha}'=-\mathbf{Q}sc_1-\mu\boldsymbol{\epsilon}'s^2c_2-\alpha'_j\big[\boldsymbol{\alpha}s^2c_2+2\boldsymbol{\beta}s^3\bar{c}_3+\frac{1}{2}\boldsymbol{\delta}s^4c^2_2\big]</math>
::<math>\boldsymbol{\beta}'=\mathbf{Q}c_0+\mu\boldsymbol{\epsilon}'sc_1+\alpha'_j\big[\boldsymbol{\alpha}sc_1+\boldsymbol{\beta}s^2\bar{c}_2-\boldsymbol{\delta}s^3(2\bar{c}_3-c_1c_2)\big]</math>
::<math>\boldsymbol{\delta}'=\mathbf{Q}\alpha_jsc_1-\mu\boldsymbol{\epsilon}'c_0+\alpha'_j\big[-\boldsymbol{\alpha}c_0+2\alpha_j\boldsymbol{\beta}s^3\bar{c}_3+\frac{1}{2}\boldsymbol{\delta}\alpha_js^4c^2_2\big]</math>
::<math>\sigma'=r\boldsymbol{\omega}\cdot\mathbf{r}\times\mathbf{F}</math>
::<math>a'=-\frac{1}{r}\mathbf{r}\cdot\mathbf{Q}sc_1-\alpha_j'\big[as^2c_2+2bs^3\bar{c}_3+\frac{1}{2}\gamma s^4c^2_2\big]</math>
::<math>b'=\frac{1}{r}\mathbf{r}\cdot\mathbf{Q}c_0+\alpha_j'\big[asc_1+bs^2\bar{c}_2-\gamma s^3(2\bar{c}_3-c_1c_2)\big]</math>
::<math>\gamma'=-\frac{1}{r}\mathbf{r}\cdot\mathbf{Q}\alpha_jsc_1+\alpha_j'\big[-ac_0+2b\alpha_js^3\bar{c}_3+\frac{1}{2}\gamma \alpha_j s^4c^2_2\big]</math>
::<math>\tau'=\frac{1}{r}\mathbf{r}\cdot\mathbf{Q}s^2c_2+\alpha_j'\big[as^3c_3+\frac{1}{2}bs^4c^2_2-2\gamma s^5(c_5-4\bar{c}_5)\big]</math>
:'''Step 4: Integration'''
::Here the differential equations are integrated over a period <math>\Delta s</math> to obtain the element value at <math>s+\Delta s</math>
:'''Step 5: Advance'''
::Set <math>s=s+\Delta s</math> and return to step 2 until simulation stopping conditions are met.
 
== Models of perturbing forces ==
Perturbing forces cause orbits to become perturbed from a perfect Keplerian orbit. Models for each of these forces are created and executed during the orbit simulation so their effects on the orbit can be determined.
 
=== Non-spherical gravity ===
The Earth is not a perfect sphere nor is mass evenly distributed within the Earth. This results in the point-mass gravity model being inaccurate for orbits around the Earth, particularly [[Low Earth Orbit|Low Earth orbits]]. To account for variations in gravitational potential around the surface of the Earth, the gravitational field of the Earth is modeled with spherical harmonics<ref name=Roithmayr>{{cite journal|last=Roithmayr|first=Carlos|title=Contributions of Spherical Harmonics to Magnetic and Gravitational Fields|journal=NASA/TM–2004–213007|year=2004|month=March}}</ref> which are expressed through the equation:
:<math>{\mathbf{f}}=-\frac{\mu}{R^2}\mathbf{\hat{r}}+\sum_{n=2}^\infty \sum_{m=0}^n {\mathbf{f}}_{n,m}</math>
where
:<math>{\mu}</math> is the gravitational parameter defined as the product of G, the [[universal gravitational constant]], and the mass of the primary body.
:<math>\mathbf{\hat{r}}</math> is the unit vector defining the distance between the primary and secondary bodies, with <math>{R}</math> being the magnitude of the distance.
:<math>{\mathbf{f}}_{n,m}</math> represents the contribution to <math>{\mathbf{f}}</math> of the spherical harmonic of degree ''n'' and order ''m'', which is defined as:<ref name="Roithmayr"/>
 
: <math>
\begin{align}
\mathbf{f}_{n,m} & = \frac{\mu R_O^2}{R^{n+m+1}} \left(\frac{C_{n,m}\mathcal{C}_m+S_{n,m}\mathcal{S}_m}{R}(A_{n,m+1}\mathbf{\hat{e}}_3 -  \left(s_{\lambda} A_{n,m+1}+(n+m+1)A_{n,m}\right)\mathbf{\hat{r}}\right) \\[10pt]
& {}\quad {}+ mA_{n,m}  ((C_{n,m}\mathcal{C}_{m-1} + S_{n,m}\mathcal{S}_{m-1})\mathbf{\hat{e}}_1+(S_{n,m}\mathcal{C}_{m-1}-C_{n,m}\mathcal{S}_{m-1})\mathbf{\hat{e}}_2))
\end{align}
</math>
 
where:
:<math>R_O</math> is the mean equatorial radius of the primary body.
:<math>R</math> is the magnitude of the position vector from the center of the primary body to the center of the secondary body.
:<math> C_{n,m}</math> and <math>S_{n,m}</math> are gravitational coefficients of degree ''n'' and order ''m''. These are typically found through [[gravimetry]] measurements.
:The unit vectors <math>\mathbf{\hat{e}}_1, \mathbf{\hat{e}}_2, \mathbf{\hat{e}}_3</math> define a coordinate system fixed on the primary body. For the Earth, <math>\mathbf{\hat{e}}_1</math> lies in the equatorial plane parallel to a line intersecting Earth's geometric center and the [[Greenwich meridian]],<math>\mathbf{\hat{e}}_3</math> points in the direction of the North polar axis, and <math>\mathbf{\hat{e}}_2=\mathbf{\hat{e}}_3\times\mathbf{\hat{e}}_1</math>
:<math>A_{n,m}</math> is referred to as a derived [[Legendre polynomial]] of degree ''n'' and order ''m''. They are solved through the recurrence relation: <math>A_{n,m}(u)=\frac{1}{n-m}((2n-1)uA_{n-1,m}(u)-(n+m-1)A_{n-2,m}(u))</math>
:<math>s_\lambda</math> is sine of the geographic latitude of the secondary body, which is <math>\mathbf{\hat{r}}\cdot\mathbf{\hat{e}}_3</math>.
:<math>\mathcal{C}_m, \mathcal{S}_{m}</math> are defined with the following recurrence relation and initial conditions:<math>\mathcal{C}_m=\mathcal{C}_1\mathcal{C}_{m-1}-\mathcal{S}_1\mathcal{S}_{m-1}, \mathcal{S}_m=\mathcal{S}_1\mathcal{C}_{m-1}+\mathcal{C}_1\mathcal{S}_{m-1}, \mathcal{S}_0=0, \mathcal{S}_1=\mathbf{R}\cdot\mathbf{\hat{e}}_2, \mathcal{C}_{0}=1, \mathcal{C}_1=\mathbf{R}\cdot\mathbf{\hat{e}}_1</math>
When modeling perturbations of an orbit around a primary body only the sum of the <math>{\mathbf{f}}_{n,m}</math> terms need to be included in the perturbation since the point-mass gravity model is accounted for in the <math>-\frac{\mu}{R^2}\mathbf{\hat{r}}</math> term
 
=== Third-body perturbations ===
Gravitational forces from third bodies can cause perturbations to an orbit. For example, the [[Sun]] and [[Moon]] cause perturbations to Orbits around the Earth.<ref name=SMAD>{{cite book|last=Larson|first=Wiley|title=Space Mission Analysis and Design|year=1999|publisher=Microcosm Press|location=California|isbn=1-881883-10-8}}</ref> These forces are modeled in the same way that gravity is modeled for the primary body by means of [[N-body simulation|Direct gravitational N-body simulations]]. Typically, only a spherical point-mass gravity model is used for modeling effects from these third bodies.<ref name=Delgado>{{cite web|last=Delgado|first=Manuel|title=Third Body Perturbation Modeling the Space Environment|url=http://ocw.upm.es/ingenieria-aeroespacial/modeling-the-space-environment/contenidos/material-de-clase/mse05_3rdbody.pdf|work=European Masters in Aeronautics and Space|publisher=Universidad Polit ´ecnica de Madrid|accessdate=27 November 2012}}</ref>
Some special cases of third-body perturbations have approximate analytic solutions. For example, perturbations for the right ascension of the ascending node and argument of perigee for a circular Earth orbit are:<ref name="SMAD"/>
:<math>\dot{\Omega}_\mathrm{MOON}=-0.00338(\cos(i))/n</math>
:<math>\dot{\omega}_\mathrm{MOON}=-0.00169(4-5\sin^2(i))/n</math>
:where:
:<math>\dot{\Omega}</math> is the change to the right ascension of the ascending node in degrees per day.
:<math>\dot{\omega}</math> is the change to the argument of perigee in degrees per day.
:<math>i</math> is the orbital inclination.
:<math>n</math> is the number of orbital revolutions per day.
 
=== Solar radiation ===
{{main|Radiation pressure}}
Solar radiation pressure causes perturbations to orbits. The magnitude of acceleration it imparts to a spacecraft in Earth orbit is modeled using the equation below:<ref name="SMAD"/>
:<math>a_R\approx -4.5 \times 10^{-6}(1+r)A/m</math>
where:
:<math>a_R</math> is the magnitude of acceleration in meters per second-squared.
:<math>A</math> is the cross-sectional area exposed to the [[Sun]] in meters-squared.
:<math>m</math> is the spacecraft mass in [[kilograms]].
:<math>r</math> is the reflection factor which depends on material properties. <math>r=0</math> for absorption, <math>r=1</math> for specular reflection, and <math>r\approx0.4</math> for diffuse reflection.
 
For orbits around the Earth, solar radiation pressure becomes a stronger force than drag above 800&nbsp;km altitude.<ref name="SMAD"/>
 
=== Propulsion ===
{{main|Spacecraft propulsion}}
There are many different types of spacecraft propulsion. Rocket engines are one of the most widely used. The force of a rocket engine is modeled by the equation:<ref>{{cite book|author=George P. Sutton and Oscar Biblarz|title=Rocket Propulsion Elements|edition=7th|publisher=Wiley Interscience|year=2001|ISBN=0-471-32642-9}} See Equation 2-14.</ref>
:<math>F_n = \dot{m}\;v_\text{e} = \dot{m}\;v_\text{e-act} + A_\text{e}(p_\text{e} - p_\text{amb})</math>
 
:{| border="0" cellpadding="2"
|-
|align=right|where:
|&nbsp;
|-
!align=right|<math>\dot{m}</math>
|align=left|=&nbsp; exhaust gas mass flow
|-
!align=right|<math>v_\text{e}</math>
|align=left|=&nbsp; effective exhaust velocity
|-
!align=right|<math>v_\text{e-act}</math>
|align=left|=&nbsp; actual jet velocity at nozzle exit plane
|-
!align=right|<math>A_\text{e}</math>
|align=left|=&nbsp; flow area at nozzle exit plane (or the plane where the jet leaves the nozzle if separated flow)
|-
!align=right|<math>p_\text{e}</math>
|align=left|=&nbsp; static pressure at nozzle exit plane
|-
!align=right|<math>p_\text{amb}</math>
|align=left|=&nbsp; ambient (or atmospheric) pressure
|}
 
Another possible method is a [[solar sail]]. Solar sails use [[radiation pressure]] in a way to achieve a desired propulsive force.<ref>{{cite web|url=http://messenger.jhuapl.edu/news_room/details.php?id=102 |title=MESSENGER Sails on Sun's Fire for Second Flyby of Mercury |date=2008-09-05 |quote=On September 4, the MESSENGER team announced that it would not need to implement a scheduled maneuver to adjust the probe's trajectory. This is the fourth time this year that such a maneuver has been called off. The reason? A recently implemented navigational technique that makes use of solar-radiation pressure (SRP) to guide the probe has been extremely successful at maintaining MESSENGER on a trajectory that will carry it over the cratered surface of Mercury for a second time on October 6. |postscript=<!--None-->}}</ref> The perturbation model due to the solar wind can be used as a model of propulsive force from a solar sail.
 
=== Drag ===
{{main|Drag (physics)}}
The primary non-gravitational force acting on satellites in low Earth orbit is atmospheric drag.<ref name="SMAD"/> Drag will act in opposition to the direction of velocity and remove energy from an orbit. The force due to drag is modeled by the following equation:
 
:<math>F_D\, =\, \tfrac12\, \rho\, v^2\, C_d\, A,</math>
 
where
:<math> \mathbf{F}_D </math> is the [[force]] of drag,
:<math> \mathbf{} \rho </math> is the [[density]] of the fluid,<ref>Note that for the [[Earth's atmosphere]], the air density can be found using the [[barometric formula]]. It is 1.293 kg/m<sup>3</sup> at 0 °C and 1 [[atmosphere (unit)|atmosphere]].</ref>
:<math> \mathbf{} v </math> is the [[velocity]] of the object relative to the fluid,
:<math> \mathbf{} C_d </math> is the [[drag coefficient]] (a [[dimensionless number|dimensionless]] [[parameter]], e.g. 2 to 4 for most satellites<ref name="SMAD"/>)
:<math> \mathbf{} A </math> is the reference [[area]].
 
Orbits with an altitude below 120&nbsp;km generally have such high drag that the orbits decay too rapidly to give a satellite a sufficient lifetime to accomplish any practical mission. On the other hand, orbits with an altitude above 600&nbsp;km have relatively small drag so that the orbit decays slow enough that it has no real impact on the satellite over its useful life.<ref name="SMAD"/> [[Density of air]] can vary significantly in the [[thermosphere]] where most low Earth orbiting satellites reside. The variation is primarily due to solar activity, and thus solar activity can greatly influence the force of drag on a spacecraft and complicate long-term orbit simulation.<ref name="SMAD"/>
 
=== Magnetic fields ===
Magnetic fields can play a significant role as a source of orbit perturbation as was seen in the [[Long Duration Exposure Facility]].<ref name="Roithmayr"/> Like gravity, the magnetic field of the Earth can be expressed through spherical harmonics as shown below:<ref name="Roithmayr"/>
 
:<math>{\mathbf{B}}=\sum_{n=1}^\infty \sum_{m=0}^n {\mathbf{B}}_{n,m}</math>
where
:<math>{\mathbf{B}}</math> is the magnetic field vector at a point above the Earth's surface.
:<math>{\mathbf{B}}_{n,m}</math> represents the contribution to <math>{\mathbf{B}}</math> of the spherical harmonic of degree ''n'' and order ''m'', defined as:<ref name="Roithmayr"/>
 
:<math>
\begin{align}
\mathbf{B}_{n,m} & = \frac{K_{n,m}a^{n+2}}{R^{n+m+1}}\left[\frac{g_{n,m}\mathcal{C}_m+h_{n,m}\mathcal{S}_m}{R}((s_{\lambda} A_{n,m+1}+(n+m+1)A_{n,m})\mathbf{\hat{r}})-A_{n,m+1}\mathbf{\hat{e}}_3\right] \\[10pt]
& {}\quad {}-mA_{n,m}((g_{n,m}\mathcal{C}_{m-1}+h_{n,m}\mathcal{S}_{m-1})\mathbf{\hat{e}}_1+(h_{n,m}\mathcal{C}_{m-1}-g_{n,m}\mathcal{S}_{m-1})\mathbf{\hat{e}}_2))
\end{align}
</math>
 
where:
:<math>a</math> is the mean equatorial radius of the primary body.
:<math>R</math> is the magnitude of the position vector from the center of the primary body to the center of the secondary body.
:<math>\mathbf{\hat{r}}</math> is a unit vector in the direction of the secondary body with its origin at the center of the primary body.
:<math> g_{n,m}</math> and <math>h_{n,m}</math> are Gauss coefficients of degree ''n'' and order ''m''. These are typically found through [[magnetic field]] measurements.
:The unit vectors <math>\mathbf{\hat{e}}_1, \mathbf{\hat{e}}_2, \mathbf{\hat{e}}_3</math> define a coordinate system fixed on the primary body. For the Earth, <math>\mathbf{\hat{e}}_1</math> lies in the equatorial plane parallel to a line intersecting Earth's geometric center and the [[Greenwich meridian]],<math>\mathbf{\hat{e}}_3</math> points in the direction of the North polar axis, and <math>\mathbf{\hat{e}}_2=\mathbf{\hat{e}}_3\times\mathbf{\hat{e}}_1</math>
:<math>A_{n,m}</math> is referred to as a derived [[Legendre polynomial]] of degree ''n'' and order ''m''. They are solved through the recurrence relation: <math>A_{n,m}(u)=\frac{1}{n-m}((2n-1)uA_{n-1,m}(u)-(n+m-1)A_{n-2,m}(u))</math>
:<math>K_{n,m}</math> is defined as: 1 if ''m''&nbsp;=&nbsp;0, <math>\big[\frac{n-m}{n+m}\big]^{0.5}K_{n-1,m}</math> for <math> n\ge (m+1)</math> and <math> m=[1\ldots\infty]</math> , and <math>[(n+m)(n-m+1)]^{-0.5}K_{n,m-1}</math> for <math> n\ge m</math> and <math>m=[2\ldots\infty]</math>
:<math>s_{\lambda}</math> is sine of the geographic latitude of the secondary body, which is <math>\mathbf{\hat{r}}\cdot\mathbf{\hat{e}}_3</math>.
:<math>\mathcal{C}_{m}, \mathcal{S}_{m}</math> are defined with the following recurrence relation and initial conditions:<math>\mathcal{C}_{m}=\mathcal{C}_{1}\mathcal{C}_{m-1}-\mathcal{S}_{1}\mathcal{S}_{m-1}, \mathcal{S}_{m}=\mathcal{S}_{1}\mathcal{C}_{m-1}+\mathcal{C}_{1}\mathcal{S}_{m-1}, \mathcal{S}_{0}=0, \mathcal{S}_{1}=\mathbf{R}\cdot\mathbf{\hat{e}}_2, \mathcal{C}_{0}=1, \mathcal{C}_{1}=\mathbf{R}\cdot\mathbf{\hat{e}}_1</math>
 
== See also ==
* [[Perturbation (astronomy)]]
* [[Osculating orbit]]
* [[Orbital resonance]]
* [[n-body problem]]
* [[two-body problem]]
* [[sphere of influence (astrodynamics)]]
 
== Notes and references ==
<references/>
 
==External links==
* [http://www.fas.org/irp/imint/docs/rst/Intro/Part2_1b.html] Gravity maps of the Earth
 
[[Category:Orbital perturbations]]
[[Category:Dynamical systems]]
[[Category:Dynamics of the Solar System]]

Revision as of 04:07, 18 January 2014

Orbit modeling is the process of creating mathematical models to simulate motion of a massive body as it moves in orbit around another massive body due to gravity. Other forces such as gravitational attraction from tertiary bodies, air resistance, solar pressure, or thrust from a propulsion system are typically modeled as secondary effects. Directly modeling an orbit can push the limits of machine precision due to the need to model small perturbations to very large orbits. Because of this, perturbation methods are often used to model the orbit in order to achieve better accuracy.

Background

The study of orbital motion and mathematical modeling of orbits began with the first attempts to predict planetary motions in the sky, although in ancient times the causes remained a mystery. Newton, at the time he formulated his laws of motion and of gravitation, applied them to the first analysis of perturbations,[1] recognizing the complex difficulties of their calculation.[1] Many of the great mathematicians since then have given attention to the various problems involved; throughout the 18th and 19th centuries there was demand for accurate tables of the position of the Moon and planets for purposes of navigation at sea.

The complex motions of orbits can be broken down. The hypothetical motion that the body follows under the gravitational effect of one other body only is typically a conic section, and can be readily modeled with the methods of geometry. This is called a two-body problem, or an unperturbed Keplerian orbit. The differences between the Keplerian orbit and the actual motion of the body are caused by perturbations. These perturbations are caused by forces other than the gravitational effect between the primary and secondary body and must be modeled to create an accurate orbit simulation. Most orbit modeling approaches model the two-body problem and then add models of these perturbing forces and simulate these models over time. Perturbing forces may include gravitational attraction from other bodies besides the primary, solar wind, drag, magnetic fields, and propulsive forces.

Analytical solutions (mathematical expressions to predict the positions and motions at any future time) for simple two-body and three-body problems exist; none have been found for the n-body problem except for certain special cases. Even the two-body problem becomes insoluble if one of the bodies is irregular in shape.[2]

Due to the difficulty in finding analytic solutions to most problems of interest, computer modeling and simulation is typically used to analyze orbital motion. Commercial software applications such as Satellite Tool Kit have been created for the specific purpose of simulating orbits and trajectories of spacecraft.

Keplerian orbit model

Mining Engineer (Excluding Oil ) Truman from Alma, loves to spend time knotting, largest property developers in singapore developers in singapore and stamp collecting. Recently had a family visit to Urnes Stave Church. In its simplest form, an orbit model can be created by assuming that only two bodies are involved, both behave as spherical point-masses, and that no other forces act on the bodies. For this case the model is simplified to a Kepler orbit.

Keplerian orbits follow conic sections. The mathematical model of the orbit which gives the distance between a central body and an orbiting body can be expressed as:

Where:

is the distance
is the semi-major axis, which defines the size of the orbit
is the eccentricity, which defines the shape of the orbit
is the true anomaly, which is the angle between the current position of the orbiting object and the location in the orbit at it is closest to the central body (called the periapsis)

Alternately, the equation can be expressed as:

Where is called the semi-latus rectum of the curve. This form of the equation is particularly useful when dealing with parabolic trajectories, for which the semi-major axis is infinite.

An alternate approach uses Isaac Newton's law of universal gravitation as defined below:

where:

is the magnitude of the gravitational force between the two point masses
is the gravitational constant
is the mass of the first point mass
is the mass of the second point mass
is the distance between the two point masses

Making an additional assumption that the mass of the primary body is much greater than the mass of the secondary body and substituting in Newton's second law of motion, results in the following differential equation

Solving this differential equation results in Keplerian motion for an orbit. In practice, Keplerian orbits are typically only useful for first-order approximations, special cases, or as the base model for a perturbed orbit.

Orbit simulation methods

Mining Engineer (Excluding Oil ) Truman from Alma, loves to spend time knotting, largest property developers in singapore developers in singapore and stamp collecting. Recently had a family visit to Urnes Stave Church. Orbit models are typically propagated in time and space using special perturbation methods. This is performed by first modeling the orbit as a Keplerian orbit. Then perturbations are added to the model to account for the various perturbations that affect the orbit.[1] Special perturbations can be applied to any problem in celestial mechanics, as it is not limited to cases where the perturbing forces are small.[2] Special perturbation methods are the basis of the most accurate machine-generated planetary ephemerides.[1]

Cowell's method

Cowell's method. Forces from all perturbing bodies (black and gray) are summed to form the total force on body i (red), and this is numerically integrated starting from the initial position (the epoch of osculation).

Cowell's method is perhaps the simplest of the special perturbation methods;[3] mathematically, for mutually interacting bodies, Newtonian forces on body from the other bodies are simply summed thus,

where

is the acceleration vector of body
is the gravitational constant
is the mass of body
and are the position vectors of objects and
is the distance from object to object

with all vectors being referred to the barycenter of the system. This equation is resolved into components in , , and these are integrated numerically to form the new velocity and position vectors as the simulation moves forward in time. The advantage of Cowell's method is ease of application and programming. A disadvantage is that when perturbations become large in magnitude (as when an object makes a close approach to another) the errors of the method also become large.[4] Another disadvantage is that in systems with a dominant central body, such as the Sun, it is necessary to carry many significant digits in the arithmetic because of the large difference in the forces of the central body and the perturbing bodies.[5]

Encke's method

Encke's method. Greatly exaggerated here, the small difference δr (blue) between the osculating, unperturbed orbit (black) and the perturbed orbit (red), is numerically integrated starting from the initial position (the epoch of osculation).

Encke's method begins with the osculating orbit as a reference and integrates numerically to solve for the variation from the reference as a function of time.[6] Its advantages are that perturbations are generally small in magnitude, so the integration can proceed in larger steps (with resulting lesser errors), and the method is much less affected by extreme perturbations than Cowell's method. Its disadvantage is complexity; it cannot be used indefinitely without occasionally updating the osculating orbit and continuing from there, a process known as rectification.[4] [7]

Letting be the radius vector of the osculating orbit, the radius vector of the perturbed orbit, and the variation from the osculating orbit,

Template:NumBlk

Template:NumBlk

and are just the equations of motion of and ,

Template:NumBlk

Template:NumBlk

where is the gravitational parameter with and the masses of the central body and the perturbed body, is the perturbing acceleration, and and are the magnitudes of and .

Substituting from equations (Template:EquationNote) and (Template:EquationNote) into equation (Template:EquationNote),

Template:NumBlk

which, in theory, could be integrated twice to find . Since the osculating orbit is easily calculated by two-body methods, and are accounted for and can be solved. In practice, the quantity in the brackets, , is the difference of two nearly equal vectors, and further manipulation is necessary to avoid the need for extra significant digits.[8][9]

Sperling–Burdet method

In 1991 Victor R. Bond and Michael F. Fraietta created an efficient and highly accurate method for solving the two-body perturbed problem.[10] This method uses the linearized and regularized differential equations of motion derived by Hans Sperling and a perturbation theory based on these equations developed by C.A. Burdet. In 1973, Bond and Hanssen improved Burdet's set of differential equations by using the total energy of the perturbed system as a parameter instead of the two-body energy and by reducing the number of elements to 13. In 1989 Bond and Gottlieb embedded the Jacobian integral, which is a constant when the potential function is explicitly dependent upon time as well as position in the Newtonian equations. The Jacobian constant was used as an element to replace the total energy in a reformulation of the differential equations of motion. In this process, another element which is proportional to a component of the angular momentum is introduced. This brought the total number of elements back to 14. In 1991, Bond and Fraietta made further revisions by replacing the Laplace vector with another vector integral as well as another scalar integral which removed small secular terms which appeared in the differential equations for some of the elements.[11]

The Sperling–Burdet method is executed in a 5 step process as follows:[11]

Step 1: Initialization
Given an initial position, , an initial velocity, , and an initial time, , the following variables are initialized:
Perturbations due to perturbing masses, defined as and , are evaluated
Perturbations due to other accelerations, defined as , are evaluated
Step 2: Transform Elements to Coordinates
where are Stumpff functions
Step 3: Evaluate Differential Equations for the Elements
Step 4: Integration
Here the differential equations are integrated over a period to obtain the element value at
Step 5: Advance
Set and return to step 2 until simulation stopping conditions are met.

Models of perturbing forces

Perturbing forces cause orbits to become perturbed from a perfect Keplerian orbit. Models for each of these forces are created and executed during the orbit simulation so their effects on the orbit can be determined.

Non-spherical gravity

The Earth is not a perfect sphere nor is mass evenly distributed within the Earth. This results in the point-mass gravity model being inaccurate for orbits around the Earth, particularly Low Earth orbits. To account for variations in gravitational potential around the surface of the Earth, the gravitational field of the Earth is modeled with spherical harmonics[12] which are expressed through the equation:

where

is the gravitational parameter defined as the product of G, the universal gravitational constant, and the mass of the primary body.
is the unit vector defining the distance between the primary and secondary bodies, with being the magnitude of the distance.
represents the contribution to of the spherical harmonic of degree n and order m, which is defined as:[12]

where:

is the mean equatorial radius of the primary body.
is the magnitude of the position vector from the center of the primary body to the center of the secondary body.
and are gravitational coefficients of degree n and order m. These are typically found through gravimetry measurements.
The unit vectors define a coordinate system fixed on the primary body. For the Earth, lies in the equatorial plane parallel to a line intersecting Earth's geometric center and the Greenwich meridian, points in the direction of the North polar axis, and
is referred to as a derived Legendre polynomial of degree n and order m. They are solved through the recurrence relation:
is sine of the geographic latitude of the secondary body, which is .
are defined with the following recurrence relation and initial conditions:

When modeling perturbations of an orbit around a primary body only the sum of the terms need to be included in the perturbation since the point-mass gravity model is accounted for in the term

Third-body perturbations

Gravitational forces from third bodies can cause perturbations to an orbit. For example, the Sun and Moon cause perturbations to Orbits around the Earth.[13] These forces are modeled in the same way that gravity is modeled for the primary body by means of Direct gravitational N-body simulations. Typically, only a spherical point-mass gravity model is used for modeling effects from these third bodies.[14] Some special cases of third-body perturbations have approximate analytic solutions. For example, perturbations for the right ascension of the ascending node and argument of perigee for a circular Earth orbit are:[13]

where:
is the change to the right ascension of the ascending node in degrees per day.
is the change to the argument of perigee in degrees per day.
is the orbital inclination.
is the number of orbital revolutions per day.

Solar radiation

Mining Engineer (Excluding Oil ) Truman from Alma, loves to spend time knotting, largest property developers in singapore developers in singapore and stamp collecting. Recently had a family visit to Urnes Stave Church. Solar radiation pressure causes perturbations to orbits. The magnitude of acceleration it imparts to a spacecraft in Earth orbit is modeled using the equation below:[13]

where:

is the magnitude of acceleration in meters per second-squared.
is the cross-sectional area exposed to the Sun in meters-squared.
is the spacecraft mass in kilograms.
is the reflection factor which depends on material properties. for absorption, for specular reflection, and for diffuse reflection.

For orbits around the Earth, solar radiation pressure becomes a stronger force than drag above 800 km altitude.[13]

Propulsion

Mining Engineer (Excluding Oil ) Truman from Alma, loves to spend time knotting, largest property developers in singapore developers in singapore and stamp collecting. Recently had a family visit to Urnes Stave Church. There are many different types of spacecraft propulsion. Rocket engines are one of the most widely used. The force of a rocket engine is modeled by the equation:[15]

where:  
=  exhaust gas mass flow
=  effective exhaust velocity
=  actual jet velocity at nozzle exit plane
=  flow area at nozzle exit plane (or the plane where the jet leaves the nozzle if separated flow)
=  static pressure at nozzle exit plane
=  ambient (or atmospheric) pressure

Another possible method is a solar sail. Solar sails use radiation pressure in a way to achieve a desired propulsive force.[16] The perturbation model due to the solar wind can be used as a model of propulsive force from a solar sail.

Drag

Mining Engineer (Excluding Oil ) Truman from Alma, loves to spend time knotting, largest property developers in singapore developers in singapore and stamp collecting. Recently had a family visit to Urnes Stave Church. The primary non-gravitational force acting on satellites in low Earth orbit is atmospheric drag.[13] Drag will act in opposition to the direction of velocity and remove energy from an orbit. The force due to drag is modeled by the following equation:

where

is the force of drag,
is the density of the fluid,[17]
is the velocity of the object relative to the fluid,
is the drag coefficient (a dimensionless parameter, e.g. 2 to 4 for most satellites[13])
is the reference area.

Orbits with an altitude below 120 km generally have such high drag that the orbits decay too rapidly to give a satellite a sufficient lifetime to accomplish any practical mission. On the other hand, orbits with an altitude above 600 km have relatively small drag so that the orbit decays slow enough that it has no real impact on the satellite over its useful life.[13] Density of air can vary significantly in the thermosphere where most low Earth orbiting satellites reside. The variation is primarily due to solar activity, and thus solar activity can greatly influence the force of drag on a spacecraft and complicate long-term orbit simulation.[13]

Magnetic fields

Magnetic fields can play a significant role as a source of orbit perturbation as was seen in the Long Duration Exposure Facility.[12] Like gravity, the magnetic field of the Earth can be expressed through spherical harmonics as shown below:[12]

where

is the magnetic field vector at a point above the Earth's surface.
represents the contribution to of the spherical harmonic of degree n and order m, defined as:[12]

where:

is the mean equatorial radius of the primary body.
is the magnitude of the position vector from the center of the primary body to the center of the secondary body.
is a unit vector in the direction of the secondary body with its origin at the center of the primary body.
and are Gauss coefficients of degree n and order m. These are typically found through magnetic field measurements.
The unit vectors define a coordinate system fixed on the primary body. For the Earth, lies in the equatorial plane parallel to a line intersecting Earth's geometric center and the Greenwich meridian, points in the direction of the North polar axis, and
is referred to as a derived Legendre polynomial of degree n and order m. They are solved through the recurrence relation:
is defined as: 1 if m = 0, for and , and for and
is sine of the geographic latitude of the secondary body, which is .
are defined with the following recurrence relation and initial conditions:

See also

Notes and references

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    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534 chapter IX. (at Google books) Cite error: Invalid <ref> tag; name "moulton" defined multiple times with different content
  2. 2.0 2.1 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534, chapters 6 and 7.
  3. So named for Philip H. Cowell, who, with A.C.D. Cromellin, used a similar method to predict the return of Halley's comet. 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534, p. 186.
  4. 4.0 4.1 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534, chapter 11.
  5. 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534, p. 91 ff.
  6. So named for Johann Franz Encke; 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534, p. 448
  7. Battin (1999), sec. 10.2.
  8. Bate, Mueller, White (1971), sec. 9.3.
  9. Roy (1988), sec. 7.4.
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    In its statement, the singapore property listing - website link, government claimed that the majority citizens buying their first residence won't be hurt by the new measures. Some concessions can even be prolonged to chose teams of consumers, similar to married couples with a minimum of one Singaporean partner who are purchasing their second property so long as they intend to promote their first residential property. Lower the LTV limit on housing loans granted by monetary establishments regulated by MAS from 70% to 60% for property purchasers who are individuals with a number of outstanding housing loans on the time of the brand new housing purchase. Singapore Property Measures - 30 August 2010 The most popular seek for the number of bedrooms in Singapore is 4, followed by 2 and three. Lush Acres EC @ Sengkang

    Discover out more about real estate funding in the area, together with info on international funding incentives and property possession. Many Singaporeans have been investing in property across the causeway in recent years, attracted by comparatively low prices. However, those who need to exit their investments quickly are likely to face significant challenges when trying to sell their property – and could finally be stuck with a property they can't sell. Career improvement programmes, in-house valuation, auctions and administrative help, venture advertising and marketing, skilled talks and traisning are continuously planned for the sales associates to help them obtain better outcomes for his or her shoppers while at Knight Frank Singapore. No change Present Rules

    Extending the tax exemption would help. The exemption, which may be as a lot as $2 million per family, covers individuals who negotiate a principal reduction on their existing mortgage, sell their house short (i.e., for lower than the excellent loans), or take part in a foreclosure course of. An extension of theexemption would seem like a common-sense means to assist stabilize the housing market, but the political turmoil around the fiscal-cliff negotiations means widespread sense could not win out. Home Minority Chief Nancy Pelosi (D-Calif.) believes that the mortgage relief provision will be on the table during the grand-cut price talks, in response to communications director Nadeam Elshami. Buying or promoting of blue mild bulbs is unlawful.

    A vendor's stamp duty has been launched on industrial property for the primary time, at rates ranging from 5 per cent to 15 per cent. The Authorities might be trying to reassure the market that they aren't in opposition to foreigners and PRs investing in Singapore's property market. They imposed these measures because of extenuating components available in the market." The sale of new dual-key EC models will even be restricted to multi-generational households only. The models have two separate entrances, permitting grandparents, for example, to dwell separately. The vendor's stamp obligation takes effect right this moment and applies to industrial property and plots which might be offered inside three years of the date of buy. JLL named Best Performing Property Brand for second year running

    The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

    There are various methods to go about discovering the precise property. Some local newspapers (together with the Straits Instances ) have categorised property sections and many local property brokers have websites. Now there are some specifics to consider when buying a 'new launch' rental. Intended use of the unit Every sale begins with 10 p.c low cost for finish of season sale; changes to 20 % discount storewide; follows by additional reduction of fiftyand ends with last discount of 70 % or extra. Typically there is even a warehouse sale or transferring out sale with huge mark-down of costs for stock clearance. Deborah Regulation from Expat Realtor shares her property market update, plus prime rental residences and houses at the moment available to lease Esparina EC @ Sengkang
  11. 11.0 11.1 One of the biggest reasons investing in a Singapore new launch is an effective things is as a result of it is doable to be lent massive quantities of money at very low interest rates that you should utilize to purchase it. Then, if property values continue to go up, then you'll get a really high return on funding (ROI). Simply make sure you purchase one of the higher properties, reminiscent of the ones at Fernvale the Riverbank or any Singapore landed property Get Earnings by means of Renting

    In its statement, the singapore property listing - website link, government claimed that the majority citizens buying their first residence won't be hurt by the new measures. Some concessions can even be prolonged to chose teams of consumers, similar to married couples with a minimum of one Singaporean partner who are purchasing their second property so long as they intend to promote their first residential property. Lower the LTV limit on housing loans granted by monetary establishments regulated by MAS from 70% to 60% for property purchasers who are individuals with a number of outstanding housing loans on the time of the brand new housing purchase. Singapore Property Measures - 30 August 2010 The most popular seek for the number of bedrooms in Singapore is 4, followed by 2 and three. Lush Acres EC @ Sengkang

    Discover out more about real estate funding in the area, together with info on international funding incentives and property possession. Many Singaporeans have been investing in property across the causeway in recent years, attracted by comparatively low prices. However, those who need to exit their investments quickly are likely to face significant challenges when trying to sell their property – and could finally be stuck with a property they can't sell. Career improvement programmes, in-house valuation, auctions and administrative help, venture advertising and marketing, skilled talks and traisning are continuously planned for the sales associates to help them obtain better outcomes for his or her shoppers while at Knight Frank Singapore. No change Present Rules

    Extending the tax exemption would help. The exemption, which may be as a lot as $2 million per family, covers individuals who negotiate a principal reduction on their existing mortgage, sell their house short (i.e., for lower than the excellent loans), or take part in a foreclosure course of. An extension of theexemption would seem like a common-sense means to assist stabilize the housing market, but the political turmoil around the fiscal-cliff negotiations means widespread sense could not win out. Home Minority Chief Nancy Pelosi (D-Calif.) believes that the mortgage relief provision will be on the table during the grand-cut price talks, in response to communications director Nadeam Elshami. Buying or promoting of blue mild bulbs is unlawful.

    A vendor's stamp duty has been launched on industrial property for the primary time, at rates ranging from 5 per cent to 15 per cent. The Authorities might be trying to reassure the market that they aren't in opposition to foreigners and PRs investing in Singapore's property market. They imposed these measures because of extenuating components available in the market." The sale of new dual-key EC models will even be restricted to multi-generational households only. The models have two separate entrances, permitting grandparents, for example, to dwell separately. The vendor's stamp obligation takes effect right this moment and applies to industrial property and plots which might be offered inside three years of the date of buy. JLL named Best Performing Property Brand for second year running

    The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

    There are various methods to go about discovering the precise property. Some local newspapers (together with the Straits Instances ) have categorised property sections and many local property brokers have websites. Now there are some specifics to consider when buying a 'new launch' rental. Intended use of the unit Every sale begins with 10 p.c low cost for finish of season sale; changes to 20 % discount storewide; follows by additional reduction of fiftyand ends with last discount of 70 % or extra. Typically there is even a warehouse sale or transferring out sale with huge mark-down of costs for stock clearance. Deborah Regulation from Expat Realtor shares her property market update, plus prime rental residences and houses at the moment available to lease Esparina EC @ Sengkang
  12. 12.0 12.1 12.2 12.3 12.4 One of the biggest reasons investing in a Singapore new launch is an effective things is as a result of it is doable to be lent massive quantities of money at very low interest rates that you should utilize to purchase it. Then, if property values continue to go up, then you'll get a really high return on funding (ROI). Simply make sure you purchase one of the higher properties, reminiscent of the ones at Fernvale the Riverbank or any Singapore landed property Get Earnings by means of Renting

    In its statement, the singapore property listing - website link, government claimed that the majority citizens buying their first residence won't be hurt by the new measures. Some concessions can even be prolonged to chose teams of consumers, similar to married couples with a minimum of one Singaporean partner who are purchasing their second property so long as they intend to promote their first residential property. Lower the LTV limit on housing loans granted by monetary establishments regulated by MAS from 70% to 60% for property purchasers who are individuals with a number of outstanding housing loans on the time of the brand new housing purchase. Singapore Property Measures - 30 August 2010 The most popular seek for the number of bedrooms in Singapore is 4, followed by 2 and three. Lush Acres EC @ Sengkang

    Discover out more about real estate funding in the area, together with info on international funding incentives and property possession. Many Singaporeans have been investing in property across the causeway in recent years, attracted by comparatively low prices. However, those who need to exit their investments quickly are likely to face significant challenges when trying to sell their property – and could finally be stuck with a property they can't sell. Career improvement programmes, in-house valuation, auctions and administrative help, venture advertising and marketing, skilled talks and traisning are continuously planned for the sales associates to help them obtain better outcomes for his or her shoppers while at Knight Frank Singapore. No change Present Rules

    Extending the tax exemption would help. The exemption, which may be as a lot as $2 million per family, covers individuals who negotiate a principal reduction on their existing mortgage, sell their house short (i.e., for lower than the excellent loans), or take part in a foreclosure course of. An extension of theexemption would seem like a common-sense means to assist stabilize the housing market, but the political turmoil around the fiscal-cliff negotiations means widespread sense could not win out. Home Minority Chief Nancy Pelosi (D-Calif.) believes that the mortgage relief provision will be on the table during the grand-cut price talks, in response to communications director Nadeam Elshami. Buying or promoting of blue mild bulbs is unlawful.

    A vendor's stamp duty has been launched on industrial property for the primary time, at rates ranging from 5 per cent to 15 per cent. The Authorities might be trying to reassure the market that they aren't in opposition to foreigners and PRs investing in Singapore's property market. They imposed these measures because of extenuating components available in the market." The sale of new dual-key EC models will even be restricted to multi-generational households only. The models have two separate entrances, permitting grandparents, for example, to dwell separately. The vendor's stamp obligation takes effect right this moment and applies to industrial property and plots which might be offered inside three years of the date of buy. JLL named Best Performing Property Brand for second year running

    The data offered is for normal info purposes only and isn't supposed to be personalised investment or monetary advice. Motley Fool Singapore contributor Stanley Lim would not personal shares in any corporations talked about. Singapore private home costs increased by 1.eight% within the fourth quarter of 2012, up from 0.6% within the earlier quarter. Resale prices of government-built HDB residences which are usually bought by Singaporeans, elevated by 2.5%, quarter on quarter, the quickest acquire in five quarters. And industrial property, prices are actually double the levels of three years ago. No withholding tax in the event you sell your property. All your local information regarding vital HDB policies, condominium launches, land growth, commercial property and more

    There are various methods to go about discovering the precise property. Some local newspapers (together with the Straits Instances ) have categorised property sections and many local property brokers have websites. Now there are some specifics to consider when buying a 'new launch' rental. Intended use of the unit Every sale begins with 10 p.c low cost for finish of season sale; changes to 20 % discount storewide; follows by additional reduction of fiftyand ends with last discount of 70 % or extra. Typically there is even a warehouse sale or transferring out sale with huge mark-down of costs for stock clearance. Deborah Regulation from Expat Realtor shares her property market update, plus prime rental residences and houses at the moment available to lease Esparina EC @ Sengkang
  13. 13.0 13.1 13.2 13.3 13.4 13.5 13.6 13.7 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534
  14. Template:Cite web
  15. 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

    My blog: http://www.primaboinca.com/view_profile.php?userid=5889534 See Equation 2-14.
  16. Template:Cite web
  17. Note that for the Earth's atmosphere, the air density can be found using the barometric formula. It is 1.293 kg/m3 at 0 °C and 1 atmosphere.

External links

  • [1] Gravity maps of the Earth