How can I bin the polar angles of a unit sphere for non-equal bin widths?

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This discussion focuses on binning polar angles on a unit sphere to achieve non-equal bin widths, specifically targeting equal area distribution across bins. The user, Susantha, seeks to bin the azimuthal angle uniformly while adjusting the polar angle bins to have larger widths near the poles (angles close to 0 and π) and smaller widths near the equator (angle close to π/2). The solution provided emphasizes using equal spacing for the cosine of the polar angle, leveraging the surface area differential formula dA=sinφdφdθ for accurate area calculations.

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susantha
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hello,
I am trying to bin the unit sphere so that each bin has approximately equal area on the sphere. I hope binning the azimuthal angle (0...2*pi) to equal bin widths. Then i need to bin the polar angle(0...pi) so that at poles(angles close to 0 and pi) bin widths are large and close to equator(angles close to pi/2) the bin widths are small. I would appreciate any kind of help for binning the polar angles for non-equal bin widths.
Thanks in advance.
Susantha
 
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Use equal spacing for the cosine of the polar angle.
 
Last edited:
mathman said:
Use equal spacing for the cosine of the polar angle.

Could you please give little more explanation.
Thanks
 
It just comes from the fact that the surface area differential on a sphere is given by: dA=sinφdφdθ, where φ is the polar angle (0,π) and θ is the azimuthal angle (0,2π). Integrate dA over some range in φ results in the cosine difference.
 
Further explanation: Unit sphere - then the radius of a small circle at angle φ is sinφ. A circular strip of width dφ would have an area 2πsinφdφ.
 
Now i got it. Thank you very much for your reply.
 

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