Apple says you can opt out of this collection by appending _nomap to the SSID:

https://support.apple.com/en-us/102515

> The owner of a Wi-Fi access point can opt it out of Apple's Location Services by changing the access point's SSID (name) to end with "_nomap." For example, "Access_Point" would be changed to "Access_Point_nomap."