So basically I wanted to know, what percentage of the Northern hemisphere's surface area lies below a given latitude $\phi$?
So my idea was to first find the volume of the Earth up to that latitude and then differentiate the answer with respect to the radius (if this is invalid, please let me know; it seems to be valid- for example $\frac{4}{3}πr^3$ becomes $4πr^2$ when differentiated)
Think of chopping off the top bit of the Earth at a given latitude and chopping at the equator and then measuring the volume of that part of the truncated object.
I created a running variable $h$ for height above equatorial plane and realised the value varies from $0$ to $R*sin(\phi)$ Then for the volume we get $\int_0^{R*sin(\phi)} π(R^2-h^2)dh= πR^3*sin(\phi)-\frac{πR^3*sin(\phi)^3}{3}$
Differentiating for the surface area then gives $3πR^2*sin(\phi)-πR^2*sin(\phi)^3$
Comparing this with $2πR^2$ should give the correct proportion. But it doesn't seem to be giving the right results. For example wikipedia says on their page https://en.m.wikipedia.org/wiki/49th_parallel_north#:~:text=The%2049th%20parallel%20north%20is,the%2048th%20and%2049th%20parallels. that slightly less than one eight of the world is above that latitude while my estimate would yield around 8%
Where have I gone wrong? Is it just the bulge of the Earth's equator that somehow accounts for the error?