Can you go fishing there

You can fish in the river right next to the trail.

Yes

You can walk in from the Columbia or Chickies Creek side and than walk the trail. At some point you would need to cut thru the woods toward the river and cross an active rail line which has posted No Tresspassing signs near the Columbia rail yard.