If they were REALLY concerned about so-called "greenhouse gasses" they would use nuclear power.
It produces none of those...
You are exactly right, we would be fine with nuclear power. Infact it is the future of energy I believe sooner or later.
The green movements rejection of nuclear power leads me to believe their goal is de-industrialization, not concerns of environmental damage.