I wonder if a small heard of goats/sheep could be self sustaining out there and help with clearing some of the vegetation?
Out here in fire country, people with large acreage will rent sheep from farmers to come and eat the brush over a month or so. I saw some at Sears Point once and I have to say the critters did a better job than a large mowing machine.