I'm sure someone who is more of an expert than me will chime in with a more technical response, but the terminology is referring to where the reticle is located within the scope. A scope that has a reticle in the second focal plane is the common style for most north american made hunting scopes. The size of the crosshairs stay the exact same while you increase the magnification of the scope. First focal plane is the opposite, the reticle system is affected by the zoom of the scope, so as you increase the magnification the reticle is enlarged as well.
Both have their benefits and everyone has their own opinion. The upside to a FFP (first focal plane) is that your ballistic drop increments for any type of BDC or mil/moa reticle don't change as you change your zoom. This is not the case for SFP (second focal plane), with these scopes you have to memorize your yardage at each zoom setting if you plan on using ballistic reticles.
The advantage that some people find for SFP is that on high magnification the reticle doesn't get bigger so it doesn't obscure the target. This is usually only a concern with varmint hunters who have very small targets, for most big game hunting a well designed FFP reticle will not affect accuracy at high zoom.
I personally have only used SFP scopes, mainly because that is what is most readily available, but FFP is becoming more common