Much of the Bay Area (and Northern California) was exceedingly heavily lumbered. I don't know for certain that the East Bay hills were heavily timbered though I suspect they were.

There's at least one history of the EBH which might answer your question:

https://www.arcadiapublishing.com/Products/9781467137256