Are the grounds and Manor wheel chair accessible?

Yes they are

Pretty much. However some areas area very steep and have rough surfaces.

Yes

Yes, but some trails like the Flat Top Mountain trail to the fire tower can have quite an incline.

Yes, and no. Some are gravel, wide enough for a chair but a little bumpy.