Railroad operator Union Pacific is exploring a deal to buy smaller rival Norfolk Southern , the Wall Street Journal reported, in a merger that would bolster the industry leader's heft and likely draw intense regulatory scrutiny.

However, just two years ago, the STB approved the first major rail merger in more than two decades. In that deal, which was supported by big shippers, Canadian Pacific acquired Kansas City Southern for US$31-billion to create the CPKC railroad.