Split the same PDF into two horizotal panes

Is it possible to view a PDF in two horizontal panes in the same window, like what Foxit PDF Reader and Acrobat Pro do? This is very useful because many papers have figures and legends on separate pages, and reading such papers requires back and forth scrolling. A split view of PDF allows the figure panels and corresponding legends to be brought into a single view, greatly facilitate reading.
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