Out in the open, get in the water and enter the hole next to the sewage pipe...

...Then keep right and you will find a wall with a crack. Shoot it, and the secret (a gun) is found.

After entering the other side of the second bridge - you have to go through Comm Center first - there is a cellar. There is a Super Shotgun, that's secret #2.