What the modern world thinks of as Los Angeles has always been terrible, treeless land. You have to go inland, and up the mountains, to get to the good land.
> Leaving Santa Barbara, we coasted along down, the country appearing level or moderately uneven, and, for the most part, sandy and treeless; until, doubling a high sandy point, we let go our anchor at a distance of three or three and a half miles from shore. It was like a vessel bound to St. John's, Newfoundland, coming to anchor on the Grand Banks; for the shore, being low, appeared to be at a greater distance than it actually was, and we thought we might as well have stayed at Santa Barbara, and sent our boat down for the hides. The land was of a clayey quality, and, as far as the eye could reach, entirely bare of trees and even shrubs; and there was no sign of a town,— not even a house to be seen. What brought us into such a place, we could not conceive.
> Leaving the boat, and picking our way barefooted over these, we came to what is called the landing-place, at high-water mark. The soil was, at it appeared at first, loose and clayey, and, except the stalks of the mustard plant, there was no vegetation. Just in front of the landing, and immediately over it, was a small hill, which, from its being not more than thirty or forty feet high, we had not perceived from our anchorage.
> I also learned, to my surprise, that the desolate-looking place we were in furnished more hides than any port on the coast. It was the only port for a distance of eighty miles, and about thirty miles in the interior was a fine plane country, filled with herds of cattle, in the centre of which was the Pueblo de los Angeles,— the largest town in California,— and several of the wealthiest missions; to all of which San Pedro was the seaport.
There are trees in Griffith Park but it is still a fairly arid terrain compared to other regions. You just have to look at some of the surrounding untouched areas around Hollywood Hills to see how its mostly shrubs with very few trees and grasses.