If you can "feel" climate change happening, then we have left the realm of science and entered the world of spiritual emotionalism. It sounds a lot like Evangelical Christians who can "feel" the Holy Spirit entering them, etc.
Incidentally, the article specifically mentions a series of measurements, indicating that there is indeed a climate change going on, and while it also mentions short-term natural changes as a contributing factor, it also mentions that the scientist responsible for the study believe human factors are a large part of it.