A little analogy, if I may, that involves the difference between geotechnical engineers and geologists (told from a humorous point of view).
Geotechnical engineers can do 10 borings on a 1 acre site and concede that there are still many unknowns about how the soils will respond to new building loads. In contrast, a geologist can do 10 borings across northern Michigan and tell you everything you'd want to know about how the land was formed! BTW, I need to be a little bit of both in my practice...
But, it seems that there are those that want to be "geologists" only when discussing global warming. They take extremely limited bits of information and extrapolate it to the point where they're blaming mankind for the change in the climate.
To me, this is irrational when you use common sense. The earth has been polluting itself, and has been attacked by the rest of the universe, for billions of years.
There have been innumerable volcanoes. Entire continents have drifted thousands of miles apart. The magnetic poles have reversed back and forth probably hundreds of times. Giant meteors have struck the earth causing blackouts of the sun for extended periods. There have been solar variations in the sun that caused who-knows-what to happen (the sun is a dynamic place too). The equator has been cold and Michigan has actually been warm at points in the distant past. There have been hurricanes, floods, tornadoes, mudslides, avalanches, wildfires, and every other type of natural disaster, all of which would dwarf anything that's happened in the last couple thousand of years.
All of this before man ever set foot on earth.