Ah, the other of the ignored contributors to anthropogenic warming that I always like to point out: aggregate heat-island effect.
I'm perfectly happy to acknowledge that human activity influences the earth's climate. (How could I not be? I live in the Great Plains where the lakes built by the Corps of Engineers for flood control moderated the previously more extreme mid-continental climate.) I am not willing to believe conclusions drawn from models which assume a single cause for observed changed to a massive non-linear dynamical system with multiple known (and one might suspect many unknown) inputs.
Besides greenhouse gas emissions, we produce the heat island effect in which waste heat from human activities warms the climate in and near cities, and deposit soot on both polar and alpine ice-packs from coal burning (as well as other light-absorbing impurities from agricultural activity stirring up soil). Of course the policy prescriptions that would flow from even an attempt to accurately include these effects would be primarily for Russia, China, India and the EU to adopt and enforce analogues of the American Clean Air act to get rid of the soot from coal burning, and urban planning to include more parks and roof-top gardens or at least heat-reflective roofs, not governments and the UN seizing control of the world's energy economy to enforce "decarbonization", so there aren't any takers on looking seriously at a better (but still lousy) model.