Reflections from targets also need to pass the turbine(s), reducing the return even more.
Beamwidths are significant, depending on the antenna configuration. You can have beamwidths of 0.5 degrees and more. That helps detection, but reduces target discrimination. It helps get the energy past the turbines, but you tend to have "wound down" the power output to allow for that. So it doesn't really help.[1]
You know where the turbines are ... knowing the exact positions of the blades won't help at the frequencies being used.
In short, it's complicated. Radar pulses are like HUGE lumps of energy flying through space, and delicate things like turbine blades chop them up and defect them around, preventing them from getting to, and then from, the targets.
[0] Marine radars, X-Band and S-Band. There are other ranges and bands.
[1] Yes, this is all extremely simplified and inaccurate, but I'm trying to give a sense of what's going on.