Everyone keeps trying to make this out as some kind of court proceeding and the Senate is a jury.
What kind of jury would have people who are begging for your job and bad mouthing you daily on it?
I tend to think of it as more analogous to an appeals court. No witnesses or new evidence, the only issue is whether the lower court—in this case, the House—had sufficient evidence to impeach.