We are lucky to have late 30s aerials in PA. But the difference doesn't much matter if you are looking for bulk silver. That was a period of minimal economic advancement and then the economy was dedicated to the war, so the development of the land wasn't much different over those 5-10 years.
You should be able to find turn of the century USGS maps online. They show where the buildings and roads were.
A better bet is LIDAR. A good LIDAR dataset will show roadbeds from the 1700s that you may not see in the field unless you already know where they are. These often do not show up on the 30s aerials. Once you get into it, you will be amazed with LIDAR, but there is a bit of a learning curve, and the datasets have to exist for the area of interest (if they do, they tend to be free online). I'm sure you can find a bzillion LIDAR tutorials online (I'm lucky that a friend of mine is a signal processing wiz (he wrote software that runs on Hubble and JWST) and I fell into LIDAR very early in its existence).
Also, where I live, we have a used bookstore which has 1700s maps for sale, but that is a lucky resource. Maybe you have one as well. Maybe you can find old map listings on EBAY. You never know.
As for finding a virgin site, good luck. You will have better luck finding a unicorn. Not to say it doesn't exist, but it is rare. I believe every piece of public property has been hunted by someone, even if there is no reason to. I know I just hunt random fields with no reason to. It happens, I found a site with 20+ coppers kind of randomly, and it is one of my life projects to figure out what was there (so far, no luck), but it is rare. Also found a 4 reale Spanish silver in a random field. But this approach takes alot of time and patience (fortunately, I have those things when other projects aren't in the way (like now)).
I did once find an old public football field which was always locked, but by chance they were doing a resodding, and the gates were open for construction equipment. I got not only the top layer but the next layer after they had stripped off the top 6 inches for a total of 142 silvers from the site. Likely a virgin site or close to it. But oddly, only half the field gave up anything. Clearly the other half had been hunted well; why they did not finish the job I will never know. Possibly something similar in the past where they had only the time to do one half of it.
But luck, not skilled research. You have plenty of competition doing the same research with the same resources. You need to find an edge. No one is going to give up their edge, if they have one. I know I'm not, assuming I have one.
So, it can come down to a good machine and technical skill with it. Make sure you at least have that. You would be astounded at the number of silvers I have pulled from "hunted out sites". But I think that is technique and equipment, not research.
Back to research, likely your best bet is permission sites. Some people are dead fish and that winnows the competition a bit, but you see a hot site on the aerials on private property, even if the owner gives you permission, he'll often say "I've had 10 guys thru here already". Again, you need to be better with the machine than those guys. I do not think I have ever found a high yield virgin site on private property. My largets are 63 and 43 silvers respectively, but it is hard to believe they were virgin; they were so bloody obvious just by driving by, and a private shool and a church field, which tend to be easy permissions.
(I rarely do private yards in towns as we have "no knock" laws everywhere around here. I don't know how peopl;e feel about that; I just don't bother as I've done well elsewhere, at least for now.
A bit long, but HTH