Although most people think that it is the Amazon, I'm sure I heard that it is in fact a huge coniferous forest which goes around the globe near the North Pole, through Russia, Canada, Scandinavia...
According to this source from 1996, the largest forest is the boreal forest of Russia. It should be noted that statistics of this scale are not done often due to time and costs. The Amazon rainforest...