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When you integrate in spherical coordinates, the differential element isn't just $ d\theta d\phi $. No. It's $\sin\theta d\theta d\phi$, where $\theta$ is the inclination angle and $\phi$ is the azimuthal angle.

For example, attempting to integrate the unit sphere without the $\sin\theta$ term:

$$ \int_0^{2\pi}\int_0^{\pi} d\theta d\phi = 2 \pi^2 $$

With the $\sin\theta$ term you get

$$ \int_0^{2\pi}\int_0^{\pi} \sin\theta d\theta d\phi = 4 \pi $$

But I'm puzzled why you need to multiply the differential solid angle by $\sin\theta$. It would seem it's because the chunks at the north/south pole are "worth less" than the chunks at the equator. That kind of makes sense because they will be closer together.

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It comes from the Jacobian. –  Sigur Aug 29 '12 at 18:21
    
Geometrically/intuitively? –  bobobobo Aug 29 '12 at 18:22
    
@bobobobo analytically, please, see my answer or this question here. The square-form of the Jacobian must be 1 in the case of unit sphere if your first equation is correct -- is it? You need to calculate all differentials for the Jacobian as hinted by Sigur. –  hhh Jan 4 '13 at 2:03
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4 Answers

You are right that higher chunks are worth less. This comes from the artifact of the horizontal radius getting smaller as you move toward either pole. Take the sphere at the origin and draw the radius going out horizontally on the x-y plane. Now move this radius upward along the z axis, keeping it parralel to the x-y plane. This is effectively in cylindrical coordinates now. Imagine we are now calculating the area of the sphere by adding up the horizontal circular slices as we go up Notice that if you do one revolution in phi, you want to be tracing out the edge of the sphere, and the higher up you are, the smaller the radius. Basic trig tells you that at height z, the radius is $r\sin(\theta)$, where $r$ is the usual radius of the sphere (it looks like you have $r=1$). Without the sin factor you would be instead calculating the surface area of the side of a cylinder.

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To see this just draw a "square" somewhere along the equator, with sides $d\phi$, $d\theta$. Now try and move this "square" upwards towards the poles: although the "height" ($d\theta$) stays the same, the "width" ($d\phi$) becomes smaller and smaller, until you reach the pole itself, where the width becomes zero. This is because the lines of constant $\phi$ are not parallel like in Cartesian coordinates, but rather "meet up" at the poles.

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Zhen Lin explained the theory here. I try to recite this in the theory section and then show ways to plot things with different tools in the Getting Our Hands Dirty! section.

Theory

The square form i.e. the Jacobian is required for the change in coordinates because you need to know change in every direction. After this calculation, you need to calculate the determinant and take the square root as below

$$J = \begin{pmatrix} r \cos \theta \cos \phi & -r \sin \theta \sin \phi \\ r \sin \theta \cos \phi & r \cos \theta \sin \phi \\ -r \sin \phi & 0 \end{pmatrix}$$

for which the general formula

$$A = \int_S \sqrt{\det g} \, du \, dv.$$

I really recommend Zhen Lin's marvelous answer!

P.s. The only case when your first equation is correct is when $r=1$ and $\sin(\phi)=1$ for the integration -- probably not the integral you are trying to do! I use the same notation as Zhen Lin, Latitude is $\psi \in [0,\pi]$ and azimuth is $\theta \in[0,2\pi]$.

ALERT!

Please, notice that people use two different conventions for integration: Zhen Lin uses reading outer-most integral things first and you use reading things in parallel (I hope you know the difference or you are very confused!).

Now let's get our hands dirty!

Now how should we alter the parametrization to make it look like the integral? I don't know, thinking. Anyway, the below examples were provided by co-operation of people around Stackexchange such as Anon Mouse and eindandi. If you find them useful, give them some upvotes -- not me.

Mathematica

enter image description here

Manipulate[
 ParametricPlot3D[{Sin[theta] Cos[phi], 
   Sin[theta] Sin[phi], Cos[theta]},
  {theta, 0, t}, {phi, 0, p},
  PlotRange -> {{-1, 1}, {-1, 1}, {-1, 1}}],
 {t, 0.1, Pi}, {p, 0.1, 2 Pi}]

Matlab

[f,t] = meshgrid(linspace(0,2*pi,361),linspace(0,pi,361));
x = sin(t)*cos(f);
y = sin(t)*sin(f);
z = cos(t);
surf(x,y,z)  
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You can see need for the $\sin\phi$ factor by comparing the actual area on a globe with the apparent area in the Equirectangular projection. Each square of the projection represents the same change in $\theta$ and in $\phi$ and maps to a curved quadrilateral on the globe. The closer to the poles (where $\phi = 0, \pi$), the smaller the area on the globe; roughly it is proportional to $\sin\phi$, keeping in mind that the latitude measurement differs from $\phi$ by a right angle.

enter image description here

maps to

enter image description here

Equal changes in $\phi$ represent the same distance on a (spherical) globe, but equal changes in $\theta$ (longitude) represent distances proportional to $\sin\phi$, which you can prove by finding the radius of a circle of latitude that goes around around a pole (as pointed out by @Alex).

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