from such direct observations inferences can be drawn. when coupled with variables which might describe the dynamic of causation, the best fit observable change can be seen and examined to see if the correlation becomes causation.
this is how it was determined that fossil fuels and other GHGs were causing global warming.
it seems you believe nonsensical memes kp. I'd urge you to be better informed. this link above discusses the actual science, the observations.